Realizing flexible bioelectronic medicines for accessing the peripheral nerves – technology considerations
Open accessAbstract
Patients suffering from conditions such as paralysis, diabetes or rheumatoid arthritis could in the future be treated in a personalised manner using bioelectronic medicines (BEms) (Nat Rev Drug Discov 13:399-400, 2013, Proc Natl Acad Sci USA 113:8284-9, 2016, J Intern Med 282:37-45, 2017). To deliver this personalised therapy based on electricity, BEms need to target various sites in the human body and operate in a closed-loop manner. The specific conditions and anatomy of the targeted sites pose unique challenges in the development of BEms. With a focus on BEms based on flexible substrates for accessing small peripheral nerves, this paper discusses several system-level technology considerations related to the development of such devices. The focus is mainly on miniaturisation and long-term operation. We present an overview of common substrate and electrode materials, related processing methods, and discuss assembly, miniaturisation and long-term stability issues.
AI snapshot
Written from the paper’s full text.
TL;DR
This review discusses system-level technology considerations for flexible bioelectronic medicines (BEms) that access the peripheral nervous system, focusing on miniaturisation and long-term operation. It surveys polymer substrates, electrode materials, interconnects, thin ASIC assembly, and protection, concluding that flexible hybrid implants are promising but require further characterisation for decade-long use.
Key findings
- Flexible polymer substrates such as polyimide, parylene, PDMS, LCP, SU-8, and polyurethane are the main route for PNS interfaces, but they have limited working temperatures (< 350 °C), are permeable to gases and water vapour, and their processing can adversely affect biocompatibility and stability.
- Electrode miniaturisation is limited by impedance: smaller electrodes lower recording signal-to-noise ratio and, during stimulation, can produce large electrode-tissue voltages that risk electrochemical reactions and complicate output-stage electronics. Coatings such as platinum black, nanostructured platinum grass, iridium oxide, titanium nitride, PEDOT, and carbon materials can reduce impedance or increase charge injection capacity, though long-term characterisation is often still needed.
- The paper foresees first-generation flexible BEms with several up to tens of electrodes, recording compound neural activity rather than single-unit action potentials; in comparison, silicon-based in vivo systems commonly feature hundreds of electrodes, with recent improvements approaching one thousand, while flexible systems are usually in the order of tens for similar areas.
- Hybrid flexible BEms require thinned ASICs (typical fabricated chips 500 μm–1 mm thick, active layers 5–10 μm, with functional structures thinner than 25 μm reported), reliable assembly on flexible substrates, and protection; hermetic packages with volumes less than 1 mm³ lose long-life predictability, so polymer and ceramic atomic layer deposition encapsulation approaches are being explored.
Methods
- Review article; no primary experimental data, sample, dataset, or statistical analysis are reported.
- Synthesises literature on materials, processing methods, assembly, miniaturisation, and long-term stability for flexible BEms accessing the peripheral nerves.
- Draws on cited studies and reports device dimensions, material properties, and technology examples qualitatively.
Limitations
- The authors state the review is not meant to be exhaustive and focuses on system-level technology considerations; power delivery, mapping organ functions onto specific nerves, biosensing for therapy regulation, and safety/security are out of scope and remain unsolved.
- Evident from the text: no systematic search or selection criteria are described, and conclusions are qualitative rather than based on new experimental validation.
- Evident from the text: many cited electrode, interconnect, and encapsulation technologies still require further characterisation and testing for the targeted decade-long lifetime.
Model-written summary. Check it against the paper before relying on it.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
0 of 64 cited sources checked · 0 supported · 0 flagged
- Premisecitation
State-of-the-art implants that target the PNS are mainly based on flexible materials.
“State-of-the-art implants that target the PNS are, therefore, mainly based on flexible materials (Navarro et al. 2005).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Navarro et al. 2005 source
Not checked in the free run.
- Interpretationreasoning
The hardware implementation of BEms, including design, material selection and fabrication process, is largely dictated by the implantation site.
“The hardware implementation of BEms, including the design, material selection and fabrication process, is largely dictated by the implantation site.”
Quote in the paperSubstantial claim - Premisecitation
Many flexible PNS implants have shown promising performance in long-term in vivo tests.
“Many of them have shown promising performance in long-term in vivo tests (Sohal et al. 2016; Caravaca et al. 2017; Hara et al. 2016; Wurth et al. 2017; Pothhof et al. 2016).”
Quote in the paperNot a substantial claim0 of 3 sources checked - Premisecitation
When higher selectivity is required, interfaces tend to be more invasive.
“When higher selectivity is required, interfaces tend to be more invasive.”
Quote in the paperNot a substantial claim0 of 3 sources checked - Premisenone given
The majority of flexible PNS implants are passive devices, connected to remote electronics using long wires.
“The majority of those implants are however passive devices, connected to remote electronics using long wires.”
Quote in the paperNot a substantial claim
- Premisecitation
Despite modified designs tailored to the peripheral nerves showing promising performance in long-term tests, the use of silicon-based implants in the PNS is limited.
“Despite the fact that modified designs tailored to the peripheral nerves have shown promising performance in long-term tests (Branner et al. 2004; Christenses et al. 2016), their use in the PNS is limited.”
Quote in the paperNot a substantial claim0 of 2 sources checked - Premisecitation
The envisioned operation of BEms to deliver personalised therapy will require adjustment of the treatment and dosage, in a similar fashion as with conventional drugs.
“The envisioned operation of BEms is to deliver personalised therapy, which will require adjustment of the treatment and dosage, in a similar fashion as with conventional drugs (Birmingham et al. 2014).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Birmingham et al. 2014 source
Not checked in the free run.
- Interpretationnone given
Polymers are permeable to gasses and water vapour, which often means that additional protection of structures and components is necessary to ensure decade-long operation inside the body.
“Polymers are permeable to gasses and water vapour, which often means that additional protection of structures and components is necessary to ensure decade-long operation inside the body”
Quote in the paperNot a substantial claim - Interpretationreasoning
The mechanical properties of flexible materials complicate handling and insertion into the body, so additional design features and custom-made tools may have to be employed to ease implantation.
“Furthermore, the mechanical properties of these flexible materials, although they match those of human tissue better, complicate handling and insertion into the body. Therefore, additional design features and custom-made tools, such as stylets, may have to be employed to ease implantation.”
Quote in the paperNot a substantial claim - Interpretationreasoning
Large electrode-tissue voltages complicate the design of the output-stage electronics, as they necessitate the use of high-voltage output transistors, which are large and often incompatible with the smaller CMOS technology nodes used for fast digital circuits.
“Furthermore, large electrode-tissue voltages complicate the design of the output-stage electronics, as they necessitate the use of high-voltage output transistors, which are large, and often incompatible with the smaller CMOS technology nodes used for fast digital circuits.”
Quote in the paperSubstantial claim - Interpretationreasoning
ASICs will be an integral part of the implant.
“We thus envision that application specific integrated circuits (ASICs) will be an integral part of the implant.”
Quote in the paperSubstantial claim - Interpretationnone given
Translating high-performance ASICs into implantable microsystems presents additional challenges, which, at the moment, do not have a universal solution.
“Even though integrated circuit fabrication technologies are well developed and characterised, hence high performance ASICs can be reliably made at high yields, translating these into implantable microsystems presents its own additional challenges, which, at the moment, do not have a universal solution.”
Quote in the paperSubstantial claim - Interpretationreasoning
High performance active electronics are necessary for BEms.
“For these, high performance active electronics are necessary.”
Quote in the paperSubstantial claim - Interpretationreasoning
In the stimulation domain, high electrode impedances result in large voltages appearing across the electrode-tissue interface, which could trigger undesirable electrochemical reactions such as electrolysis.
“In the stimulation domain, a certain amount of electrical charge is required to activate excitable tissue. High electrode impedances would result in large voltages appearing across the electrode-tissue interface, which could trigger undesirable electrochemical reactions (e.g. electrolysis).”
Quote in the paperSubstantial claim - Interpretationnone given
In the recording domain, higher electrode impedances result in a lower signal-to-noise ratio, making it harder to extract the low amplitude extracellular signals from the noisier environment.
“In the recording domain, the higher electrode impedances will result in a lower signal-to-noise ratio, making it harder to extract the low amplitude extracellular signals from the noisier environment.”
Quote in the paperNot a substantial claim - Interpretationreasoning
Loss of adhesion has much more prominent effects when nanometer films are used, as complete dissolution of the thin metal and implant failure is expected.
“Loss of adhesion has much more prominent effects when nanometer films are used, as complete dissolution of the thin metal and implant failure is expected.”
Quote in the paperSubstantial claim - Premisereasoning
Platinum is often combined with gold to circumvent its low conductivity.
“Platinum is therefore, often, combined with gold to circumvent this problem.”
Quote in the paperNot a substantial claim - Interpretationnone given
When current is allowed to pass through these tracks into the ionic body solution, at high current densities, metal corrosion will slowly occur.
“Nevertheless, when current is allowed to pass through these tracks into the ionic body solution, at high current densities, metal corrosion will slowly occur.”
Quote in the paperNot a substantial claim - Interpretationnone given
Another factor limiting the electrode density is the number of connections required to access each of them independently.
“Another factor limiting the electrode density is the number of connections required to access each of them independently.”
Quote in the paperSubstantial claim - Premisecitation
For systems on flexible substrates, electrode number is usually in the order of tens for similar areas.
“For systems on flexible substrates this number is usually in the order of tens for similar areas (Rubehn et al. 2009).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Rubehn et al. 2009 source
Not checked in the free run.
- Interpretationreasoning
Conventional large blocking capacitors will be close to impossible to fit inside the BEm.
“Contrary to existing neuromodulation implants, conventional large blocking capacitors will be close to impossible to fit inside the BEm.”
Quote in the paperSubstantial claim - Interpretationnone given
Bending will affect the performance of the ASIC.
“Bending will also affect the performance of the ASIC.”
Quote in the paperSubstantial claim - Premisecitation
Polymeric adhesives can eliminate the need for underfill in flip-chip bonding on flexible substrates.
“Polymeric adhesives are also very popular for flip-chip bonding on flexible substrates (Lai and Liu 1999; Chen et al. 2000; Lu and Chen 2010; Chiang et al. 2006; Chuang et al. 2010) as they can eliminate the need for underfill.”
Quote in the paperNot a substantial claim0 of 3 sources checked - Premisecitation
Efforts have been reported to integrate LEDs for optogenetic stimulation and receiving elements for wireless power transfer on chip for mm-scale devices.
“Other common off-chip components include light emitting diodes (LEDs) for optogenetic stimulation, and receiving elements for wireless power transfer, such as inductors, antennas, ultrasonic transducers. Efforts have been reported to integrate all of these on chip for mm-scale devices (Zargham and Glenn Gulak 2015; Gurun et al. 2014).”
Quote in the paperNot a substantial claim0 of 2 sources checked - Interpretationnone given
Dispensing underfill without allowing the material to flow on top of a very thin die is challenging.
“Flip-chip bonding has been extensively used on flexible substrates in several variations, including reflow soldering and thermocompression processes for thin dice (50 μm) (Banda et al. 2008; Zhang et al. 2009), but dispensing the underfill without allowing the material to flow on top of the very thin die is challenging.”
Quote in the paperNot a substantial claim - Premisenone given
Polymer encapsulation relies on achieving good adhesion between the substrate and encapsulant.
“Polymer encapsulation relies on achieving good adhesion between the substrate and encapsulant, which, if not compromised, should provide reliable protection.”
Quote in the paperSubstantial claim - Premisecitation
Current density through the passivation layer of implantable ASICs affects their lifetime.
“Furthermore, implantable ASICs, should be designed such that the current density through their passivation layer is limited, as this has been shown to affect the lifetime (Vanhoestenberghe and Donaldson 2013).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Vanhoestenberghe and Donaldson 2013 source
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- Premisecitation
PDMS-coated sacral nerve roots stimulators made by Finetech Medical, UK, have lived in the human body for decades.
“As an example, PDMS-coated sacral nerve roots stimulators made by Finetech Medical, UK, have lived in the human body for decades (Rijkhoff 2004).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Rijkhoff 2004 source
Not checked in the free run.
- Premisecitation
For hermetic packages with volumes less than 1mm3, long-life predictability is lost.
“Furthermore, rigid packages are likely to damage the fragile targeted nerves, while it has been shown that for hermetic packages with volumes less than 1mm3, long-life predictability is lost (Vanhoestenberghe and Donaldson 2013).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Vanhoestenberghe and Donaldson 2013 source
Not checked in the free run.
- Interpretationreasoning
Conventional protection is becoming increasingly difficult to implement for the small dimensions of BEms.
“However, for the small dimensions of BEms, conventional protection is becoming increasingly difficult to implement.”
Quote in the paperSubstantial claim - Interpretationnone given
Rigid packages are likely to damage the fragile targeted nerves.
“Furthermore, rigid packages are likely to damage the fragile targeted nerves, while it has been shown that for hermetic packages with volumes less than 1mm3, long-life predictability is lost (Vanhoestenberghe and Donaldson 2013).”
Quote in the paperSubstantial claim - Interpretationreasoning
If adhesion between substrate and encapsulant is not compromised, polymer encapsulation should provide reliable protection.
“Polymer encapsulation relies on achieving good adhesion between the substrate and encapsulant, which, if not compromised, should provide reliable protection.”
Quote in the paperSubstantial claim - Interpretationcitation
The ALD/polymer sandwich approach employs redundancy to delay failure and ensure long-term reliability of protection in vivo.
“This approach employs redundancy in an attempt to delay failure and to ensure long-term reliability of the protection in vivo, and has shown promising results in soak tests.”
Quote in the paperSubstantial claim0 of 2 sources checked- cites Op de Beeck et al. 2017
Not checked in the free run.
- cites Xie et al. 2014 source
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- Premisecitation
The ALD/polymer sandwich approach has shown promising results in soak tests.
“This approach employs redundancy in an attempt to delay failure and to ensure long-term reliability of the protection in vivo, and has shown promising results in soak tests.”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites Op de Beeck et al. 2017
Not checked in the free run.
- cites Xie et al. 2014 source
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- Interpretationreasoning
Combinations of polymers and ALD ceramics are promising material candidates for protecting active electronics in flexible BEms.
“Promising material candidates that could offer this protection include combinations of polymers and ALD ceramics.”
Quote in the paperSubstantial claim - Interpretationreasoning
Denser electrode integration allows for higher specificity.
“Their reduced impedance and/or increased electrochemical surface allow for denser electrode integration, hence higher specificity and further miniaturisation.”
Quote in the paperSubstantial claim - Interpretationreasoning
Denser electrode integration allows for further miniaturisation.
“Their reduced impedance and/or increased electrochemical surface allow for denser electrode integration, hence higher specificity and further miniaturisation.”
Quote in the paperSubstantial claim - Interpretationnone given
Several advanced electrode coatings exhibit good performance in vivo in the stimulation domain.
“Several of those exhibit good performance in vivo, both in the recording as well as in the stimulation domain.”
Quote in the paperNot a substantial claim - Interpretationnone given
Several advanced electrode coatings exhibit good performance in vivo in the recording domain.
“Several of those exhibit good performance in vivo, both in the recording as well as in the stimulation domain.”
Quote in the paperNot a substantial claim - Interpretationnone given
Large metallic or ceramic hermetic packages do not fit in the miniature dimensions discussed.
“Large metallic or ceramic hermetic packages do not any longer fit in the miniature dimensions discussed here.”
Quote in the paperSubstantial claim
- Classified as probably not a substantial claim. 28
- May combine two claims. 30
Probably not a substantial claim: may not pass S4 (based). May combine two claims.
Interpretationnone givenTo deliver personalised therapy based on electricity, BEms need to target various sites in the human body and operate in a closed-loop manner.
“To deliver this personalised therapy based on electricity, BEms need to target various sites in the human body and operate in a closed-loop manner.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S4 (based). May combine two claims.
Interpretationnone givenA flexible BEm for the PNS requires a compact unibody design including a three-dimensional neural interface and the electronics, wireless operation, and closed-loop stimulating, biomarker sensing and neural recording capabilities.
“These BEms, belong to a new generation of implants: they have to be of a compact unibody design (including a three-dimensional neural interface and the electronics), operate wirelessly (either standalone or in a distributed system), and in a closed-loop fashion, having stimulating, biomarker sensing and neural recording possibilities.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S4 (based).
InterpretationreasoningFor a distributed wireless system of BEms to restore full control of the urinary tract, miniature (<1cm3) BEms placed close to their targeted nerves are required.
“For such an implementation, miniature (<1cm3) BEms placed close to their targeted nerves are required.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S4 (based).
Interpretationnone givenThe specific conditions and anatomy of the targeted sites pose unique challenges in the development of BEms.
“The specific conditions and anatomy of the targeted sites pose unique challenges in the development of BEms.”
Quote in the paperNot a substantial claimMay combine two claims.
PremisecitationPeripheral nerve size and composition varies greatly; the major and minor diameters of the compound femoral nerve are about 10.5 mm and 2.3 mm, respectively, while pelvic splanchnic nerve bundles can be smaller than 0.05 mm or larger than 0.2 mm.
“for example, the major and minor diameters of the compound femoral nerve are about 10.5 mm and 2.3 mm, respectively. In contrast, the diameter of pelvic splanchnic nerve bundles can be smaller than 0.05 mm, or larger than 0.2 mm”
Quote in the paperSubstantial claim0 of 2 sources checkedMay combine two claims.
PremisecitationExtraneural interfaces leave the nerve intact but usually target several bundles of axons or fascicles within it, hence offer lower selectivity.
“Extraneural interfaces leave the nerve intact but usually target several bundles of axons or fascicles within it, hence offer lower selectivity.”
Quote in the paperNot a substantial claim0 of 3 sources checkedMay combine two claims.
PremisecitationSilicon-based implants are stiff and rigid, and micromotion of the device might cause tissue damage.
“They are, however, stiff and rigid, and micromotion of the device might cause tissue damage”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Alexander Arts et al. 2003 source
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PremisecitationSofter materials match much better the mechanical properties of the surrounding tissue, and several have shown excellent performance during chronic implantation with only mild to minor foreign body reactions.
“Softer materials match much better the mechanical properties of the surrounding tissue, and several of them have shown excellent performance during chronic implantation, with only mild to minor foreign body reactions (25).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [25] Chuang CL, Liao QA, Li HT, Liao SJ, Huang GS. Increasing the bonding strength of chips on flex substrates using thermosonic flip-chip bonding process with nonconductive paste. Microelectron Eng. 2010;87:624–30. source
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May combine two claims.
PremisecitationTitanium nitride coated electrodes have exhibited good electrochemical stability and charge injection limits similar to that of iridium oxide, but the biocompatibility of the coating still needs to be investigated further.
“Titanium nitride (TiN) coated electrodes have exhibited good electrochemical stability and charge injection limits similar to that of iridium oxide, but the biocompatibility of the coating still needs to be investigated further (Brunton et al. 2015).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Brunton et al. 2015 source
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Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).
InterpretationreasoningDenser electrode integration is desirable as it offers higher spatial resolution, both for the stimulating and sensing operation mode.
“Generally, denser electrode integration is desirable as it offers higher spatial resolution, both for the stimulating and sensing operation mode.”
Quote in the paperNot a substantial claimMay combine two claims.
PremisecitationPEDOT is a conductive polymer known to exhibit low electrochemical impedance due to its porous film surface, can be modified by the addition of bioactive molecules, exhibits large charge injection capacity, and has proven to be stable in vivo without causing any toxic effect.
“Poly (3,4 – ethylene dioxytiophene) (PEDOT) is a conductive polymer known to exhibit low electrochemical impedance due to its porous film surface. PEDOT is interesting as it can be modified by the addition of bioactive molecules to e.g. promote cell adherence to the electrode surface. It exhibits large charge injection capacity and has proven to be stable in vivo without causing any toxic effect (”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Charkhar et al. 2015 source
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May combine two claims.
PremisecitationRoughening the surface of electrodes increases the electrochemical surface area while keeping the geometric surface area constant, reducing electrode impedance.
“One popular technique is roughening the surface of electrodes, in order to increase the electrochemical surface area (Cogan 2008), while keeping the geometric surface area constant.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Cogan 2008 source
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Probably not a substantial claim: may not pass S4 (based). May combine two claims.
Premisenone givenOff-the-shelf components could provide a rapid prototyping solution, but these are neither area nor power optimised.
“Systems assembled from off-the-shelf components could provide a rapid prototyping solution, but these are neither area nor power optimised.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Premisenone givenExisting technologies for realising flexible implants are mainly polymer-based.
“Existing technologies for realising flexible implants are mainly polymer-based.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim. May combine two claims.
InterpretationreasoningBi-directional communication and programmability are necessary for BEms, while safe and secure chronic operation is of utmost importance.
“To this end, bi-directional communication and programmability are necessary, while safe and secure chronic operation is of utmost importance.”
Quote in the paperSubstantial claimMay combine two claims.
PremisecitationPlatinum black and nanostructured platinum grass coatings have both shown significant improvements in electrode impedance, due to an increased surface area.
“More specifically, platinum black (Tand et al. 2014) and nanostructured platinum grass (Liu et al. 2012) coatings have both shown significant improvements in electrode impedance, due to an increased surface area.”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites Tand et al. 2014
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- cites Liu et al. 2012 source
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Interpretationnone givenSmall electrode sizes come at the expense of higher impedances, an undesired feature both in the recording as well as in the stimulation domain.
“One major bottleneck limiting the achievable electrode density is that small electrode sizes come at the expense of higher impedances, an undesired feature both in the recording as well as in the stimulation domain.”
Quote in the paperSubstantial claimMay combine two claims.
PremisecitationFlexible transistors can incorporate some on-site intelligence, but their level of maturity is not yet sufficient to meet the foreseen processing complexity or the strict requirements for clinical use.
“Despite the fact that some on-site intelligence can be incorporated with the use of flexible transistors (Viventi et al. 2011), the level of maturity of such technologies is not yet sufficient to meet neither the foreseen processing complexity nor the strict requirements for clinical use.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Viventi et al. 2011 source
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May combine two claims.
Premisenone givenPolymers have limited working temperatures (< 350 °C), which makes them incompatible with several important processing methods, such as chemical vapour deposition and baking, but also with conventional assembly methods, such as bonding and soldering.
“Challenges of the use of polymers as substrate materials for BEms relate to their limited working temperatures (< 350 °C), which makes them incompatible with several important processing methods, such as chemical vapour deposition and baking, but also with conventional assembly methods, such as bonding and soldering.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S4 (based).
InterpretationreasoningThe development of active implants is, in many ways, more challenging compared to their passive counterparts.
“The development of active implants is, in many ways, more challenging compared to their passive counterparts.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing), S4 (based). May combine two claims.
Premisenone givenAir can be trapped in the polymer during fabrication and manifest itself as air bubbles, which can gradually compromise adhesion between layers and promote delamination.
“Air can be trapped in the polymer during fabrication and manifest itself as air bubbles, which can gradually compromise adhesion between layers and promote delamination.”
Quote in the paperNot a substantial claimMay combine two claims.
PremisecitationIridium oxide coating is corrosion resistant and exhibits, in general, good biocompatibility and higher charge delivery capacity, but its exact properties depend greatly on the fabrication method, which affects the stability of the coating.
“Iridium oxide (IrO2) coating is corrosion resistant and exhibits, in general, good biocompatibility and higher charge delivery capacity (Wang et al. 2009). Nevertheless, its exact properties depend greatly on the fabrication method – activated, sputtered and electrodeposited variants have been reported – which, in turn, affects the stability of the coating.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Wang et al. 2009 source
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PremisecitationDeposition processes for platinum black have reportedly caused cytotoxic reactions due to lead traces found in the electroplating electrolyte, whereas this was not observed for nanostructured platinum grass.
“The deposition processes for platinum black have reportedly caused cytotoxic reactions due to lead traces found in the electroplating electrolyte (Schuettler et al. 2005b). This was not observed for nanostructured platinum grass (Boehler et al. 2015).”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites Schuettler et al. 2005b
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- cites Boehler et al. 2015 source
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InterpretationreasoningAlthough dissimilar metals are generally desired to be avoided because galvanic corrosion could occur if exposed to body liquid, failures for the gold-platinum intermetallic combination are unlikely to occur because their galvanic potentials are close to each other.
“It is generally desired that dissimilar metals are avoided, as galvanic corrosion could occur if exposed to body liquid. However, as the galvanic potentials of gold and platinum are close to each other, such failures for this intermetallic combination are unlikely to occur.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing), S4 (based).
Interpretationnone givenThinner devices are preferred as these usually can withstand larger bending radii.
“Although thicker substrates can be fabricated, thinner devices are preferred as these usually can withstand larger bending radii.”
Quote in the paperNot a substantial claimMay combine two claims.
InterpretationreasoningThinned ASICs will add to the flexibility of the BEm, but may have to be bent and conform to the features or structures of the implantation site, and care should be taken that the resulting mechanical strength of the thin die is adequate for the application.
“Thinned ASICs will add to the flexibility of the BEm, but may have to be bent and conform to the features or structures of the implantation site. Care should therefore be taken that the resulting mechanical strength of the thin die is adequate for the application.”
Quote in the paperSubstantial claimMay combine two claims.
InterpretationreasoningIt is foreseen that the first generation of flexible BEms will feature several, up to tens of electrodes, rather than hundreds, with relatively larger sizes, recording compound neural activity as closed-loop control signals, rather than single-unit action potentials.
“Based on the above, it is foreseen that the first generation of flexible BEms will feature several, up to tens of electrodes, rather than hundreds, with relatively larger sizes, recording compound neural activity as closed-loop control signals, rather than single-unit action potentials – which are anyway difficult to acquire chronically.”
Quote in the paperSubstantial claimMay combine two claims.
InterpretationreasoningDue to the softer nature of the polymeric substrates, deformation due to motion from nearby organs is likely to occur, and the mechanical properties of interconnects and their substrates should allow the implant to withstand the expected deformation over millions or even billions of cycles without failing.
“Due to the softer nature of the polymeric substrates, in which these interconnects need to be embedded, however, deformation due to motion from nearby organs is likely to occur. The degree of this deformation will of course vary depending on the implantation site. Therefore, the mechanical properties of these interconnects (and their substrates) should be such that they allow the implant to withst”
Quote in the paperSubstantial claim- Rests on an assumption: The implantation site will subject the implant to deformation over millions or even billions of cycles.
Probably not a substantial claim: may not pass S2 (checkable).
InterpretationreasoningDue to the limited available space around the peripheral nerves it is desirable that the majority of components required for the operation of the system are integrated on chip.
“Due to the limited available space around the peripheral nerves it is desirable that the majority of components required for the operation of the system are integrated on chip, as in Fig. 1.”
Quote in the paperNot a substantial claimMay combine two claims.
PremisecitationCurrent state-of-the-art silicon-based in vivo systems do not commonly feature more than hundreds of electrodes, with recent improvements bringing this number closer to one thousand, even on a single probe.
“Current state-of-the-art silicon-based in vivo systems do not commonly feature more than hundreds of electrodes (Campbell et al. 1991), with recent improvements bringing this number closer to one thousand (Shobe et al. 2015; Scholvin et al. 2016; Buszáki et al. 2015), even on a single probe (Jun et al. 2017).”
Quote in the paperNot a substantial claim0 of 3 sources checkedMay combine two claims.
PremisecitationFail-safe blocking capacitor-free stimulator designs have been reported and could be employed instead of blocking capacitors.
“Blocking capacitors are still useful to block direct currents (DCs), but fail-safe blocking capacitor-free stimulator designs have been reported (Liu et al. 2008; Sit and Sarpeshkar 2007), and could be employed instead.”
Quote in the paperNot a substantial claim0 of 2 sources checkedMay combine two claims.
PremisecitationDenser electrode integration can be achieved using multiple metal layers, but flexible systems are rarely multi-layered, due to the more complex fabrication process and the higher chance of failure.
“Denser electrode integration can be achieved using multiple metal layers (Suaning et al. 2007), but flexible systems are rarely multi-layered, due to the more complex fabrication process this implies and the higher chance of failure.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Suaning et al. 2007
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PremisecitationBlocking capacitors do not offer the protection the community thought they did; they introduce a voltage offset across the electrode-tissue interface, which is often neglected and needs to be properly characterised to ensure safe operation.
“Complete elimination of blocking capacitors could be an option, as they anyway do not offer the protection the community thought they did–they introduce a voltage offset across the electrode-tissue interface, which is often neglected and needs to be properly characterised to ensure safe operation (van Dongen and Serdijn 2016).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites van Dongen and Serdijn 2016 source
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Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationWhen large capacitors are still needed, for example for energy storage purposes, silicon integration of such structures could be another viable alternative.
“When large capacitors are still needed, for example for energy storage purposes, silicon integration of such structures could be another viable alternative (Lallemand and Voiron 2013).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Lallemand and Voiron 2013
Not checked in the free run.
May combine two claims.
PremisecitationEven after thinning and die separation, millimeter-small, micrometer-thin individual dice have to be handled, mounted, aligned and assembled on the flexible substrates, and related challenges are far from trivial as they are radically different from wafer level processes.
“However, even after thinning and die separation, millimeter-small, micrometer-thin individual dice have to be handled, mounted, aligned and assembled on the flexible substrates, and related challenges are far from trivial as they are radically different from wafer level processes (Bosman et al. 2011).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Bosman et al. 2011 source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisereasoningPlatinum is preferred as stimulating electrode material due to its higher charge storage capacity, but its low conductivity (more than four times lower compared to gold) renders it undesirable for narrow, thin and long interconnects.
“Generally, although platinum is preferred as stimulating electrode material due to its higher charge storage capacity, its low conductivity (more than four times lower compared to gold) renders it undesirable for narrow, thin and long interconnects.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing), S4 (based).
InterpretationreasoningThe hybrid nature of flexible BEms implies that the custom designed ASICs required for the performance of the system will have to be assembled on the flexible substrates in a heterogeneous process.
“The hybrid nature of flexible BEms implies that the custom designed ASICs required for the performance of the system will have to be assembled on the flexible substrates in a heterogeneous process.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationIn flip-chip bonding with polymeric adhesives, the adhesive acts as the interconnection medium between the bumped chip and the substrate.
“The adhesive acts as the interconnection medium between the bumped chip and the substrate, while it at the same time protects the contacts and provides mechanical support.”
Quote in the paperNot a substantial claim0 of 3 sources checkedProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationPolymeric adhesives are very popular for flip-chip bonding on flexible substrates.
“Polymeric adhesives are also very popular for flip-chip bonding on flexible substrates (Lai and Liu 1999; Chen et al. 2000; Lu and Chen 2010; Chiang et al. 2006; Chuang et al. 2010) as they can eliminate the need for underfill.”
Quote in the paperNot a substantial claim0 of 3 sources checkedMay combine two claims.
PremisecitationIn flip-chip bonding with polymeric adhesives, the adhesive protects the contacts and provides mechanical support.
“The adhesive acts as the interconnection medium between the bumped chip and the substrate, while it at the same time protects the contacts and provides mechanical support.”
Quote in the paperNot a substantial claim0 of 3 sources checkedProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationFlip-chip bonding has been extensively used on flexible substrates in several variations, including reflow soldering and thermocompression processes for thin dice (50 μm).
“Flip-chip bonding has been extensively used on flexible substrates in several variations, including reflow soldering and thermocompression processes for thin dice (50 μm) (Banda et al. 2008; Zhang et al. 2009), but dispensing the underfill without allowing the material to flow on top of the very thin die is challenging.”
Quote in the paperNot a substantial claim0 of 2 sources checkedProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationSoldering would probably not be suitable for very fine pitches.
“When thick film rather than thin film is used options could include soldering, which provides reliable results, although it would probably not be suitable for very fine pitches (Schuettler et al. 2008), parallel-gap welding (Schuettler et al. 2008) and laser welding, which can be used to weld dissimilar materials with very different thicknesses (ratio 50:1) (Rischall and Shackleton 1964).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Schuettler et al. 2008
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationThe microflex assembly technique is based on biocompatible materials.
“Another interesting approach is the microflex assembly technique (Stieglitz et al. 2000), which is based on biocompatible materials and can be used both with thick but also thin films.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Stieglitz et al. 2000
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationThe microflex assembly technique can be used both with thick and thin films.
“Another interesting approach is the microflex assembly technique (Stieglitz et al. 2000), which is based on biocompatible materials and can be used both with thick but also thin films.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Stieglitz et al. 2000
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationLaser welding can be used to weld dissimilar materials with very different thicknesses (ratio 50:1).
“When thick film rather than thin film is used options could include soldering, which provides reliable results, although it would probably not be suitable for very fine pitches (Schuettler et al. 2008), parallel-gap welding (Schuettler et al. 2008) and laser welding, which can be used to weld dissimilar materials with very different thicknesses (ratio 50:1) (Rischall and Shackleton 1964).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Rischall and Shackleton 1964 source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationSoldering provides reliable results for thick film assembly.
“When thick film rather than thin film is used options could include soldering, which provides reliable results, although it would probably not be suitable for very fine pitches (Schuettler et al. 2008), parallel-gap welding (Schuettler et al. 2008) and laser welding, which can be used to weld dissimilar materials with very different thicknesses (ratio 50:1) (Rischall and Shackleton 1964).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Schuettler et al. 2008
Not checked in the free run.
Probably not a substantial claim: may not pass S4 (based).
Interpretationnone givenSubstrate processing steps might adversely affect the overall biocompatibility of the implant.
“Nevertheless, substrate processing steps need careful consideration, as they might adversely affect both the reliability, but also the overall biocompatibility of the implant.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Interpretationnone givenSome polymer candidates for flexible implants stand out because of their proven biocompatibility.
“Technologies for developing flexible implants are clearly focusing on polymer processing, with some clear prominent candidates standing out because of their proven biocompatibility.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
Interpretationnone givenSubstrate processing steps might adversely affect the reliability of the implant.
“Nevertheless, substrate processing steps need careful consideration, as they might adversely affect both the reliability, but also the overall biocompatibility of the implant.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Interpretationnone givenTechnologies for developing flexible implants are focusing on polymer processing.
“Technologies for developing flexible implants are clearly focusing on polymer processing, with some clear prominent candidates standing out because of their proven biocompatibility.”
Quote in the paperNot a substantial claimMay combine two claims.
Interpretationnone givenReduced impedance and/or increased electrochemical surface of electrode coatings allow for denser electrode integration.
“Their reduced impedance and/or increased electrochemical surface allow for denser electrode integration, hence higher specificity and further miniaturisation.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Interpretationnone givenElectrode materials have moved from noble metals to advanced coatings.
“Electrode materials have moved from noble metals to advanced coatings, constructed by either different materials, or different geometries.”
Quote in the paperNot a substantial claim
The paper relies on this without support.
Peripheral nerves are often small and fragile.
“Interfacing with the peripheral nerves is challenging due to their often small size and fragile nature.”
The paper relies on this without support.
The implantation site will subject the implant to deformation over millions or even billions of cycles.
“the implant to withstand the expected deformation over millions or even billions of cycles without failing”
The paper relies on this without support.
BEms are developed to live decades in the human body.
“BEms are developed to live decades in the human body and it is essential that they are reliably protected from the surrounding environment.”
The paper relies on this without support.
The thin silicon chip and the flexible substrate have very different mechanical properties.
“The two materials will have very different mechanical properties and high temperatures like the ones used for thermocompression bonding are often above the substrate’s melting point.”
The paper relies on this without support.
High temperatures used for thermocompression bonding are often above the flexible substrate's melting point.
“The two materials will have very different mechanical properties and high temperatures like the ones used for thermocompression bonding are often above the substrate’s melting point.”
The paper relies on this without support.
Polymers are permeable to water vapour.
“Candidates include polymers, despite the fact that they are permeable to water vapour.”
The paper relies on this without support.
The conformal encapsulant layer protects components from the formation of liquid water, thereby preventing corrosion.
“In encapsulation, the encapsulant attaches to the surface of all components to be protected, forming a conformal layer which protects them from the formation of liquid water, thereby preventing corrosion.”
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
By stimulating or modulating peripheral neural signals, bioelectronics enables control of bodily functions or treatment of diseases.
“By stimulating or modulating peripheral neural signals, bioelectronics enables us to control bodily functions or treat diseases.”
From From flexible electronics technology in the era of IoT and artificial intelligence toward future implanted body sensor networks (2019) · cites this paper as [107]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
Each contradiction between two passages listed here was confirmed by an independent check.
Same reference is assigned two publication years
MinorThe references list the same Birmingham article, with the same journal, volume, pages, DOI and PMID, once as 2013 and once as 2014.
“6. Birmingham K Bioelectronic medicines: a research roadmap Nat Rev Drug Discov 2013 13 399 400 10.1038/nrd4351 24875080”
“7. Birmingham K Bioelectronic medicines: a research roadmap Nat Rev Drug Discov 2014 13 399 400 10.1038/nrd4351 24875080”
Cites
Neural Stimulation and Recording Electrodes
Cogan, S. F. (2008) · Annual Review of Biomedical Engineering · doi:10.1146/annurev.bioeng.10.061807.160518 · Cited by 2,243 · see citing works
Fully integrated silicon probes for high-density recording of neural activity
Jun, J. J., Steinmetz, N. A., Siegle, J. H., Denman, D. J., Bauza, M., Barbarits, B., Lee, A. K., Anastassiou, C. A., Andrei, A., Aydın, Ç., et al. (2017) · Nature · doi:10.1038/nature24636 · Cited by 2,190 · see citing works
Viventi, J., Kim, D.-H., Vigeland, L., Frechette, E. S., Blanco, J. A., Kim, Y.-S., Avrin, A. E., Tiruvadi, V. R., Hwang, S.-W., Vanleer, A. C., et al. (2011) · Nature Neuroscience · doi:10.1038/nn.2973 · Cited by 1,136 · see citing works
Electronic dura mater for long-term multimodal neural interfaces
Minev, I. R., Musienko, P., Hirsch, A., Barraud, Q., Wenger, N., Moraud, E. M., Gandar, J., Capogrosso, M., Milekovic, T., Asboth, L., et al. (2015) · Science · doi:10.1126/science.1260318 · Cited by 1,082 · see citing works
Koopman, F. A., Chavan, S. S., Miljko, S., Grazio, S., Sokolovic, S., Schuurman, P. R., Mehta, A. D., Levine, Y. A., Faltys, M., Zitnik, R., et al. (2016) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1605635113 · Cited by 1,024 · see citing works
Campbell, P. K., Jones, K. E., Huber, R. J., Horch, K. W., & Normann, R. A. (1991) · IEEE Transactions on Biomedical Engineering · doi:10.1109/10.83588 · Cited by 881 · see citing works
Navarro, X., Krueger, T. B., Lago, N., Micera, S., Stieglitz, T., & Dario, P. (2005) · Journal of the Peripheral Nervous System · doi:10.1111/j.1085-9489.2005.10303.x · Cited by 845 · cited 2× · see citing works
“State-of-the-art implants that target the PNS are, therefore, mainly based on flexible materials (Navarro et al. 2005).”
BackgroundChronic recording capability of the Utah Intracortical Electrode Array in cat sensory cortex
Rousche, P. J., & Normann, R. A. (1998) · Journal of Neuroscience Methods · doi:10.1016/s0165-0270(98)00031-4 · Cited by 646 · see citing works
Flexible polyimide-based intracortical electrode arrays with bioactive capability
Rousche, P. J., Pellinen, D. S., Pivin, D. P., Williams, J. C., Vetter, R. J., & Kipke, D. R. (2001) · IEEE Transactions on Biomedical Engineering · doi:10.1109/10.914800 · Cited by 644 · see citing works
Hassler, C., Boretius, T., & Stieglitz, T. (2011) · Journal of Polymer Science Part B: Polymer Physics · doi:10.1002/polb.22169 · Cited by 501 · see citing works
Chronic Neural Recording Using Silicon-Substrate Microelectrode Arrays Implanted in Cerebral Cortex
Vetter, R. J., Williams, J. C., Hetke, J. F., Nunamaker, E. A., & Kipke, D. R. (2004) · IEEE Transactions on Biomedical Engineering · doi:10.1109/tbme.2004.826680 · Cited by 477 · see citing works
A transverse intrafascicular multichannel electrode (TIME) to interface with the peripheral nerve
Boretius, T., Badia, J., Pascual-Font, A., Schuettler, M., Navarro, X., Yoshida, K., & Stieglitz, T. (2010) · Biosensors and Bioelectronics · doi:10.1016/j.bios.2010.05.010 · Cited by 470 · cited 1× · see citing works
“…the fascicles (SPINE2); longitudinal (LIFE3) or transverse (TIME4) penetration of fascicles (Tyler and Durand 1997; Lawrence et al. 2003; Boretius et al. 2010; Badia et al. 2011), to access fibres of a single or multiple fascicles, respectively; as well as single units or arrays of…”
BackgroundMechanisms of reversible stretchability of thin metal films on elastomeric substrates
Lacour, S. P., Chan, D., Wagner, S., Li, T., & Suo, Z. (2006) · Applied Physics Letters · doi:10.1063/1.2201874 · Cited by 413 · see citing works
Functionally selective peripheral nerve stimulation with a flat interface nerve electrode
Tyler, D. J., & Durand, D. M. (2002) · IEEE Transactions on Neural Systems and Rehabilitation Engineering · doi:10.1109/tnsre.2002.806840 · Cited by 398 · cited 1× · see citing works
“Such interfaces can be placed around or through a nerve root (book electrodes), on a nerve (epineural) or around it (cuff, helicoidal, FINE1) (Brindley 1972; Koller et al. 1992; Loeb and Peck 1996; Tyler and Durand 2002).”
BackgroundA MEMS-based flexible multichannel ECoG-electrode array
Rubehn, B., Bosman, C., Oostenveld, R., Fries, P., & Stieglitz, T. (2009) · Journal of Neural Engineering · doi:10.1088/1741-2560/6/3/036003 · Cited by 387 · see citing works
Parylene flexible neural probes integrated with microfluidic channels
Takeuchi, S., Ziegler, D., Yoshida, Y., Mabuchi, K., & Suzuki, T. (2005) · Lab on a Chip · doi:10.1039/b417497f · Cited by 364 · see citing works
Selective Stimulation of Cat Sciatic Nerve Using an Array of Varying-Length Microelectrodes
Branner, A., Stein, R. B., & Normann, R. A. (2001) · Journal of Neurophysiology · doi:10.1152/jn.2001.85.4.1585 · Cited by 358 · cited 2× · see citing works
“2011), to access fibres of a single or multiple fascicles, respectively; as well as single units or arrays of needle-like interfaces that penetrate fascicles and aim to access even single fibres (Utah, Michigan and Twente arrays) (Branner et al. 2001; Anderson et al. 1989; Rutten and Meier 1991).”
BackgroundTools for Probing Local Circuits: High-Density Silicon Probes Combined with Optogenetics
Buzsáki, G., Stark, E., Berényi, A., Khodagholy, D., Kipke, D. R., Yoon, E., & Wise, K. D. (2015) · Neuron · doi:10.1016/j.neuron.2015.01.028 · Cited by 328 · see citing works
Bioelectronic medicines: a research roadmap
Birmingham, K., Gradinaru, V., Anikeeva, P., Grill, W. M., Pikov, V., McLaughlin, B., Pasricha, P., Weber, D., Ludwig, K., & Famm, K. (2014) · Nature Reviews Drug Discovery · doi:10.1038/nrd4351 · Cited by 322 · see citing works
Long-term stimulation and recording with a penetrating microelectrode array in cat sciatic nerve
Branner, A., Stein, R. B., Fernandez, E., Aoyagi, Y., & Normann, R. A. (2004) · IEEE Transactions on Biomedical Engineering · doi:10.1109/tbme.2003.820321 · Cited by 301 · see citing works
Batch fabricated thin-film electrodes for stimulation of the central auditory system
Anderson, D. J., Najafi, K., Tanghe, S., Evans, D. A., Levy, K., Hetke, J. F., Xue, X., Zappia, J. J., & Wise, K. D. (1989) · IEEE Transactions on Biomedical Engineering · doi:10.1109/10.32101 · Cited by 229 · see citing works
Badia, J., Boretius, T., Andreu, D., Azevedo-Coste, C., Stieglitz, T., & Navarro, X. (2011) · Journal of Neural Engineering · doi:10.1088/1741-2560/8/3/036023 · Cited by 227 · see citing works
Cuff electrodes for chronic stimulation and recording of peripheral nerve activity
Loeb, G. E., & Peck, R. A. (1996) · Journal of Neuroscience Methods · doi:10.1016/0165-0270(95)00123-9 · Cited by 215 · see citing works
Flexible Neural Electrode Array Based-on Porous Graphene for Cortical Microstimulation and Sensing
Lu, Y., Lyu, H., Richardson, A. G., Lucas, T. H., & Kuzum, D. (2016) · Scientific Reports · doi:10.1038/srep33526 · Cited by 213 · see citing works
Polyimide cuff electrodes for peripheral nerve stimulation
Rodri´guez, F. J., Ceballos, D., Schu¨ttler, M., Valero, A., Valderrama, E., Stieglitz, T., & Navarro, X. (2000) · Journal of Neuroscience Methods · doi:10.1016/s0165-0270(00)00192-8 · Cited by 207 · see citing works
Dragas, J., Viswam, V., Shadmani, A., Chen, Y., Bounik, R., Stettler, A., Radivojević, M., Geissler, S. A., Obien, M. E. J., Müller, J., et al. (2017) · IEEE Journal of Solid-State Circuits · doi:10.1109/jssc.2017.2686580 · Cited by 207 · see citing works
Close-Packed Silicon Microelectrodes for Scalable Spatially Oversampled Neural Recording
Scholvin, J., Kinney, J. P., Bernstein, J. G., Moore-Kochlacs, C., Kopell, N., Fonstad, C. G., & Boyden, E. S. (2015) · IEEE Transactions on Biomedical Engineering · doi:10.1109/tbme.2015.2406113 · Cited by 203 · see citing works
Nanostructured platinum grass enables superior impedance reduction for neural microelectrodes
Boehler, C., Stieglitz, T., & Asplund, M. (2015) · Biomaterials · doi:10.1016/j.biomaterials.2015.07.036 · Cited by 179 · see citing works
Single-chip CMUT-on-CMOS front-end system for real-time volumetric IVUS and ICE imaging
Gurun, G., Tekes, C., Zahorian, J., Xu, T., Satir, S., Karaman, M., Hasler, J., & Degertekin, F. L. (2014) · IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control · doi:10.1109/tuffc.2014.6722610 · Cited by 176 · see citing works
Long-term usability and bio-integration of polyimide-based intra-neural stimulating electrodes
Wurth, S., Capogrosso, M., Raspopovic, S., Gandar, J., Federici, G., Kinany, N., Cutrone, A., Piersigilli, A., Pavlova, N., Guiet, R., et al. (2017) · Biomaterials · doi:10.1016/j.biomaterials.2017.01.014 · Cited by 176 · see citing works
Plasma‐enhanced chemical vapor deposited silicon carbide as an implantable dielectric coating
Cogan, S. F., Edell, D. J., Guzelian, A. A., Liu, Y. P., & Edell, R. (2003) · Journal of Biomedical Materials Research Part A · doi:10.1002/jbm.a.10152 · Cited by 170 · see citing works
Schüettler, M., Stieß, S., King, B. V., & Suaning, G. J. (2005) · Journal of Neural Engineering · doi:10.1088/1741-2560/2/1/013 · Cited by 163 · see citing works
Materials for microfabricated implantable devices: a review
Scholten, K., & Meng, E. F. (2015) · Lab on a Chip · doi:10.1039/c5lc00809c · Cited by 161 · see citing works
Lai, Z., & Liu, J. (1996) · IEEE Transactions on Components Packaging and Manufacturing Technology Part B · doi:10.1109/96.533908 · Cited by 157 · see citing works
Sit, J.-J., & Sarpeshkar, R. (2007) · IEEE Transactions on Biomedical Circuits and Systems · doi:10.1109/tbcas.2007.911631 · Cited by 155 · see citing works
Brain activity mapping at multiple scales with silicon microprobes containing 1,024 electrodes
Shobe, J. L., Claar, L. D., Parhami, S., Bakhurin, K. I., & Masmanidis, S. C. (2015) · Journal of Neurophysiology · doi:10.1152/jn.00464.2015 · Cited by 146 · see citing works
Guo, L., Guvanasen, G. S., Liu, X., Tuthill, C., Nichols, T. R., & DeWeerth, S. P. (2013) · IEEE Transactions on Biomedical Circuits and Systems · doi:10.1109/tbcas.2012.2192932 · Cited by 141 · see citing works
Corrosion of silicon integrated circuits and lifetime predictions in implantable electronic devices
Vanhoestenberghe, A., & Donaldson, N. (2013) · Journal of Neural Engineering · doi:10.1088/1741-2560/10/3/031002 · Cited by 140 · see citing works
Xie, X., Rieth, L., Williams, L., Negi, S., Bhandari, R., Caldwell, R., Sharma, R., Tathireddy, P., & Solzbacher, F. (2014) · Journal of Neural Engineering · doi:10.1088/1741-2560/11/2/026016 · Cited by 137 · see citing works
Selective stimulation of the human femoral nerve with a flat interface nerve electrode
Schiefer, M. A., Polasek, K. H., Triolo, R. J., Pinault, G. C. J., & Tyler, D. J. (2010) · Journal of Neural Engineering · doi:10.1088/1741-2560/7/2/026006 · Cited by 130 · see citing works
Ceramic-Based Multisite Electrode Arrays for Chronic Single-Neuron Recording
Moxon, K. A., Leiser, S., Gerhardt, G. A., Barbee, K. A., & Chapin, J. K. (2004) · IEEE Transactions on Biomedical Engineering · doi:10.1109/tbme.2003.821037 · Cited by 129 · see citing works
Novel flexible Parylene neural probe with 3D sheath structure for enhancing tissue integration
Kuo, J. T. W., Kim, B., Hara, S. A., Lee, C. D., Gutierrez, C. A., Hoang, T. Q., & Meng, E. F. (2012) · Lab on a Chip · doi:10.1039/c2lc40935f · Cited by 127 · see citing works
Thin films and microelectrode arrays for neuroprosthetics
Ordonez, J., Schuettler, M., Boehler, C., Boretius, T., & Stieglitz, T. (2012) · MRS Bulletin · doi:10.1557/mrs.2012.117 · Cited by 118 · see citing works
An Integrated Implantable Stimulator That is Fail-Safe Without Off-Chip Blocking-Capacitors
Liu, X., Demosthenous, A., & Donaldson, N. (2008) · IEEE Transactions on Biomedical Circuits and Systems · doi:10.1109/tbcas.2008.2003199 · Cited by 118 · see citing works
Zargham, M., & Gulak, P. G. (2015) · IEEE Transactions on Biomedical Circuits and Systems · doi:10.1109/tbcas.2014.2328318 · Cited by 115 · see citing works
A slowly penetrating interfascicular nerve electrode for selective activation of peripheral nerves
Tyler, D. J., & Durand, D. M. (1997) · IEEE Transactions on Rehabilitation Engineering · doi:10.1109/86.559349 · Cited by 108 · cited 1× · see citing works
“…minor penetration of the nerve without penetrating the fascicles (SPINE2); longitudinal (LIFE3) or transverse (TIME4) penetration of fascicles (Tyler and Durand 1997; Lawrence et al. 2003; Boretius et al. 2010; Badia et al. 2011), to access fibres of a single or multiple fascicles,…”
BackgroundGustafson, K. J., Pinault, G. C. J., Neville, J. J., Syed, I., Jr, J. A. D., Jean-Claude, J., & Triolo, R. J. (2009) · The Journal of Rehabilitation Research and Development · doi:10.1682/jrrd.2008.08.0097 · Cited by 107 · see citing works
The sinusoidal probe: a new approach to improve electrode longevity
Sohal, H. S., Jackson, A., Jackson, R., Clowry, G. J., Vassilevski, K. V., O’Neill, A., & Baker, S. N. (2014) · Frontiers in Neuroengineering · doi:10.3389/fneng.2014.00010 · Cited by 104 · see citing works
Fabrication and characteristics of an implantable, polymer-based, intrafascicular electrode
Lawrence, S. M., Dhillon, G. S., & Horch, K. W. (2003) · Journal of Neuroscience Methods · doi:10.1016/s0165-0270(03)00231-0 · Cited by 93 · see citing works
Ultra-thin chip technology and applications, a new paradigm in silicon technology
Burghartz, J. N., Appel, W., Harendt, C., Rempp, H. D., Richter, H. H., & Zimmermann, M. (2010) · Solid-State Electronics · doi:10.1016/j.sse.2010.04.042 · Cited by 86 · see citing works
A three-dimensional self-opening intraneural peripheral interface (SELINE)
Cutrone, A., Valle, J. D., Santos, D., Badia, J., Filippeschi, C., Micera, S., Navarro, X., & Bossi, S. (2015) · Journal of Neural Engineering · doi:10.1088/1741-2560/12/1/016016 · Cited by 82 · see citing works
Low-latency multi-threaded processing of neuronal signals for brain-computer interfaces
Fischer, J. W., Milekovic, T., Schneider, G. M., & Mehring, C. (2014) · Frontiers in Neuroengineering · doi:10.3389/fneng.2014.00001 · Cited by 80 · see citing works
SU-8 based microprobes with integrated planar electrodes for enhanced neural depth recording
Altuna, A., de la Prida, L. M., Bellistri, E., Gabriel, G., Guimerà‐Brunet, A., Berganzo, J., Villa, R., & Fernández, L. J. (2012) · Biosensors and Bioelectronics · doi:10.1016/j.bios.2012.03.039 · Cited by 76 · see citing works
Neural interfaces engineered via micro- and nanostructured coatings
Chen, N., Tian, L., Patil, A. C., Peng, S., Yang, I. H., Thakor, N. V., & Ramakrishna, S. (2017) · Nano Today · doi:10.1016/j.nantod.2017.04.007 · Cited by 74 · see citing works
Exponential Current Pulse Generation for Efficient Very High-Impedance Multisite Stimulation
Ethier, S., & Sawan, M. (2010) · IEEE Transactions on Biomedical Circuits and Systems · doi:10.1109/tbcas.2010.2073707 · Cited by 71 · see citing works
Chronic intracortical neural recordings using microelectrode arrays coated with PEDOT–TFB
Charkhkar, H., Knaack, G. L., McHail, D. G., Mandal, H. S., Peixoto, N., Rubinson, J. F., Dumas, T. C., & Pancrazio, J. J. (2016) · Acta Biomaterialia · doi:10.1016/j.actbio.2015.12.022 · Cited by 68 · see citing works
"Microflex" - A New Assembling Technique for Interconnects
Stieglitz, T., Beutel, H., & Meyer, J.-U. (2000) · Journal of Intelligent Material Systems and Structures · doi:10.1106/r7bv-511b-21rj-r2fa · Cited by 67 · see citing works
Neuroprostheses to treat neurogenic bladder dysfunction: current status and future perspectives
Rijkhoff, N. J. M. (2004) · Child's Nervous System · doi:10.1007/s00381-003-0859-1 · Cited by 66 · see citing works
Laser-Enabled Advanced Packaging of Ultrathin Bare Dice in Flexible Substrates
Marinov, V. R., Swenson, O. F., Miller, R., Sarwar, F., Atanasov, Y., Semler, M. R., & Datta, S. (2011) · IEEE Transactions on Components Packaging and Manufacturing Technology · doi:10.1109/tcpmt.2011.2176941 · Cited by 64 · see citing works
The frequency response of frog muscle spindles under various conditions
Kirkwood, P. A. (1972) · The Journal of Physiology · doi:10.1113/jphysiol.1972.sp009791 · Cited by 63 · see citing works
Flip Chip Assembly of Thinned Silicon Die on Flex Substrates
Banda, C., Johnson, R. W., Zhang, T., Hou, Z., & Charles, H. K. (2008) · IEEE Transactions on Electronics Packaging Manufacturing · doi:10.1109/tepm.2007.914217 · Cited by 63 · see citing works
Flexible Nerve Stimulation Electrode With Iridium Oxide Sputtered on Liquid Crystal Polymer
Wang, K., Liu, C.-C., & Durand, D. M. (2009) · IEEE Transactions on Biomedical Engineering · doi:10.1109/tbme.2008.926691 · Cited by 57 · see citing works
Hara, S. A., Kim, B. J., Kuo, J. T. W., Lee, C. D., Meng, E., & Pikov, V. (2016) · Journal of Neural Engineering · doi:10.1088/1741-2560/13/6/066020 · Cited by 57 · see citing works
Modeling of CMOS Devices and Circuits on Flexible Ultrathin Chips
Vilouras, A., Heidari, H., Gupta, S., & Dahiya, R. (2017) · IEEE Transactions on Electron Devices · doi:10.1109/ted.2017.2668899 · Cited by 57 · see citing works
Caravaca, A. S., Tsaava, T., Goldman, L., Silverman, H., Riggott, G., Chavan, S. S., Bouton, C., Tracey, K. J., Desimone, R., Boyden, E. S., et al. (2017) · Journal of Neural Engineering · doi:10.1088/1741-2552/aa7a42 · Cited by 57 · see citing works
Polyimide micro-channel arrays for peripheral nerve regenerative implants
Lacour, S. P., Atta, R., FitzGerald, J. J., Blamire, M., Tarte, E., & Fawcett, J. (2008) · Sensors and Actuators A: Physical · doi:10.1016/j.sna.2008.05.031 · Cited by 56 · see citing works
Pothof, F., Bonini, L., Lanzilotto, M., Livi, A., Fogassi, L., Orban, G. A., Paul, O., & Ruther, P. (2016) · Journal of Neural Engineering · doi:10.1088/1741-2560/13/4/046006 · Cited by 56 · see citing works
Christensen, M. B., Wark, H. A. C., & Hutchinson, D. T. (2016) · Biomaterials · doi:10.1016/j.biomaterials.2015.11.012 · Cited by 49 · see citing works
Ultrathin Optoelectronic Device Packaging in Flexible Carriers
Bosman, E., Missinne, J., Hoe, B. V., Steenberge, G. V., Kalathimekkad, S., Erps, J. V., Milenkov, I., Panajotov, K., Gijseghem, T. V., Dubruel, P., et al. (2011) · IEEE Journal of Selected Topics in Quantum Electronics · doi:10.1109/jstqe.2010.2096407 · Cited by 48 · see citing works
Liquid crystal polymer (LCP)-based neural prosthetic devices
Gwon, T. M., Kim, C., Shin, S., Park, J. H., Kim, J. H., & Kim, S. J. (2016) · Biomedical Engineering Letters · doi:10.1007/s13534-016-0229-z · Cited by 47 · see citing works
Brunton, E. K., Winther-Jensen, B., Wang, C., Yan, E. B., Hagh Gooie, S., Lowery, A. J., & Rajan, R. (2015) · Frontiers in Neuroscience · doi:10.3389/fnins.2015.00265 · Cited by 46 · see citing works
Ultra-thin electronic device package
Chen, K. Y., Zenner, R. L. D., Ameson, M., & Mountain, D. (2000) · IEEE Transactions on Advanced Packaging · doi:10.1109/6040.826758 · Cited by 45 · see citing works
Fabrication Processes for Embedding Thin Chips in Flat Flexible Substrates
Govaerts, J., Christiaens, W., Bosman, E., & Vanfleteren, J. (2009) · IEEE Transactions on Advanced Packaging · doi:10.1109/tadvp.2008.2005838 · Cited by 44 · see citing works
Fabrication of strongly adherent platinum black coatings on microelectrodes array
Tang, R., Pei, W., Chen, S., Zhao, H., Chen, Y., Han, Y. F., Wang, C., & Chen, H. (2013) · Science China Information Sciences · doi:10.1007/s11432-013-4825-6 · Cited by 44 · see citing works
(1972) · PubMed · Cited by 43 · see citing works
Flexible Electronics: Thin Silicon Die on Flexible Substrates
Zhang, T., Hou, Z., Johnson, R. W., Del Castillo, L., Moussessian, A., Greenwell, R., & Blalock, B. J. (2009) · IEEE Transactions on Electronics Packaging Manufacturing · doi:10.1109/tepm.2009.2028880 · Cited by 40 · see citing works
Liu, X., Demosthenous, A., Vanhoestenberghe, A., Jiang, D., & Donaldson, N. (2012) · IEEE Transactions on Biomedical Circuits and Systems · doi:10.1109/tbcas.2011.2174360 · Cited by 39 · see citing works
Cracking the neural code, treating paralysis and the future of bioelectronic medicine
Bouton, C. E. (2017) · Journal of Internal Medicine · doi:10.1111/joim.12610 · Cited by 39 · see citing works
Thinning and Singulation of Silicon: Root Causes of the Damage in Thin Chips
Kröninger, W., & Mariani, F. (2006) · 2022 IEEE 72nd Electronic Components and Technology Conference (ECTC) · doi:10.1109/ectc.2006.1645825 · Cited by 35 · see citing works
Suaning, G. J., Schüettler, M., Ordonez, J. S., & Lovell, N. H. (2007) · International IEEE/EMBS Conference on Neural Engineering · doi:10.1109/cne.2007.369597 · Cited by 34 · see citing works
Huang, S.-H., Lin, S., & Chen, J. J. (2014) · Sensors and Actuators A Physical · doi:10.1016/j.sna.2014.06.005 · Cited by 33 · see citing works
Yi, W., Chen, C., Feng, Z., Xu, Y. P., Zhou, C., Masurkar, N., Cavanaugh, J. M., & Cheng, M. M. (2015) · Nanotechnology · doi:10.1088/0957-4484/26/12/125301 · Cited by 33 · see citing works
Lu, S.-T., & Chen, W.-H. (2010) · IEEE Transactions on Advanced Packaging · doi:10.1109/tadvp.2010.2052806 · Cited by 31 · see citing works
Postoperative Dysphagia versus Neurogenic Dysphagia: Scintigraphic Assessment
Valenza, V., Gajate, A. M. S., Galli, J., D’Alatri, L., Girolamo, S. D., Reale, F., & Paludetti, G. (2003) · Annals of Otology Rhinology & Laryngology · doi:10.1177/000348940311200106 · Cited by 30 · see citing works
An Implantable Versatile Electrode-Driving ASIC for Chronic Epidural Stimulation in Rats
Giagka, V., Eder, C. F., Donaldson, N., & Demosthenous, A. (2014) · IEEE Transactions on Biomedical Circuits and Systems · doi:10.1109/tbcas.2014.2330859 · Cited by 25 · see citing works
Self-citationInterconnection technologies for laser-patterned electrode arrays
Schüettler, M., Henle, C., Ordonez, J. S., Meier, W. P., Guenther, T., & Stieglitz, T. (2008) · Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) · doi:10.1109/iembs.2008.4649887 · Cited by 25 · see citing works
Does a coupling capacitor enhance the charge balance during neural stimulation? An empirical study
van Dongen, M. N., & Serdijn, W. A. (2016) · Medical & Biological Engineering & Computing · doi:10.1007/s11517-015-1312-9 · Cited by 23 · see citing works
Self-citationJang, H. S., Cho, K. H., Hieda, K., Kim, J. H., Murakami, G., Abe, S.-I., & Matsubara, A. (2015) · Anatomy & Cell Biology · doi:10.5115/acb.2015.48.2.114 · Cited by 23 · see citing works
Flexible active electrode arrays with ASICs that fit inside the rat’s spinal canal
Giagka, V., Demosthenous, A., & Donaldson, N. (2015) · Biomedical Microdevices · doi:10.1007/s10544-015-0011-5 · Cited by 22 · see citing works
Self-citationProsthetic Stimulation of the Auditory System with Intraneural Electrodes
Arts, H. A., Jones, D. A., & Anderson, D. J. (2003) · Annals of Otology, Rhinology & Laryngology · doi:10.1177/00034894031120s905 · Cited by 22 · see citing works
Feil, M., Alder, C. J., Klink, G., Konig, M., Landesberger, C., Scherbaum, S., Schwinn, G., & Spöhrle, H. (2003) · Microsystem Technologies · doi:10.1007/s00542-002-0223-5 · Cited by 21 · see citing works
Ultra-thin biocompatible implantable chip for bidirectional communication with peripheral nerves
de Beeck, M. O., Verplancke, R., Schaubroeck, D., Cuypers, D., Cauwe, M., Vandecasteele, B., O'Callaghan, J. M., Braeken, D., Andrei, A., Firrincieli, A., et al. (2017) · IEEE Biomedical Circuits and Systems Conference (BioCAS) · doi:10.1109/biocas.2017.8325206 · Cited by 21 · see citing works
Chuang, C.-L., Liao, Q.-A., Li, H.-T., Liao, S.-J., & Huang, G.-S. (2010) · Microelectronic Engineering · doi:10.1016/j.mee.2009.08.027 · Cited by 20 · see citing works
Roger, Y., Schäck, L. M., Koroleva, A., Noack, S., Kuršelis, K., Krettek, C., Chichkov, B. N., Lenarz, T., Warnecke, A., & Hoffmann, A. (2016) · Colloids and Surfaces B Biointerfaces · doi:10.1016/j.colsurfb.2016.06.024 · Cited by 19 · see citing works
Gold wire bonding onto flexible polymeric substrates
Hall, E., Lyons, A. M., & Weld, J. (1996) · IEEE Transactions on Components Packaging and Manufacturing Technology Part A · doi:10.1109/95.486556 · Cited by 18 · see citing works
KOLLER, R., GIRSCH, W., LIEGL, C., CRUDER, H., HOLLE, J., LOSERT, U., MAYR, W., & THOMA, H. (1992) · Pacing and Clinical Electrophysiology · doi:10.1111/j.1540-8159.1992.tb02906.x · Cited by 17 · see citing works
Selectivity of intraneural prosthetic interfaces for muscular control
Rutten, W. L. C., & Meier, J. H. (1991) · Medical & Biological Engineering & Computing · doi:10.1007/bf02446095 · Cited by 15 · see citing works
Chiang, W. K., Chan, Y. C., Ralph, B., & Holland, A. D. (2006) · Journal of Electronic Materials · doi:10.1007/bf02690531 · Cited by 12 · see citing works
Karnezos, M., Goetz, M., Dong, F., Ciaschi, A., & Chidambaram, N. (2002) · IEEE Electronic Components and Technology Conference (ECTC) · doi:10.1109/ectc.1996.550898 · Cited by 9 · see citing works
Giagka, V., Saeidi, N., Demosthenous, A., & Donaldson, N. (2014) · IEEE Electronic Components and Technology Conference (ECTC) · doi:10.1109/ectc.2014.6897610 · Cited by 8 · see citing works
Self-citationA low temperature interconnection method for electronics assembly
Kulojärvi, K., & Kivilahti, J. K. (1998) · IEEE Transactions on Components Packaging and Manufacturing Technology Part A · doi:10.1109/95.705477 · Cited by 7 · see citing works
Laser Welding for Microelectronic Interconnections
Rischall, H., & Shackleton, J. (1964) · IEEE Transactions on Component Parts · doi:10.1109/tcp.1964.1134984 · Cited by 6 · see citing works
Design and Microfabrication Considerations for Reliable Flexible Intracortical Implants
Sohal, H. S., Vassilevski, K., Jackson, A., Baker, S. N., & O’Neill, A. (2016) · Frontiers in Mechanical Engineering · doi:10.3389/fmech.2016.00005 · Cited by 4 · see citing works
Flagged first, then by citations
1 of the 104 references couldn’t be matched to a known paper.
Research works printed but not linked: 3
- Birmingham K, et al. Bioelectronic medicines: a research roadmap. Nat Rev Drug Discov. 2014;13:399–400. · DOI · Paper page
- Lallemand F, Voiron F. Silicon interposers with integrated passive devices, an excellent alternative to discrete components in Proc. Europ. Microelectr. Packag. Conf. (EMPC) 2013, Grenoble, France. 2013.
- Schuettler M, et al.. Cytotoxicity of platinum black. in: 10th Annual Conference of the International Functional Electrical Stimulation Society. Montreal, Canada. 2005b.
Cited by
Sorted by citations
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Pavlov, V. A., Chavan, S. S., & Tracey, K. J. (2019) · Cold Spring Harbor Perspectives in Medicine · doi:10.1101/cshperspect.a034140 · Cited by 85 · see citing works
Higgins, S. G., Fiego, A. L., Patrick, I., Creamer, A., & Stevens, M. M. (2020) · Advanced Materials Technologies · doi:10.1002/admt.202000384 · Cited by 62 · see citing works
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Panda, A. K., & Basu, B. (2021) · Materials Science and Engineering R Reports · doi:10.1016/j.mser.2021.100630 · Cited by 33 · see citing works
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Taghlabi, K. M., Cruz-Garza, J. G., Hassan, T., Potnis, O., Bhenderu, L. S. S., Guerrero, J. R., Whitehead, R. E., Wu, Y. C., Luan, L., Xie, C., et al. (2024) · Journal of Neural Engineering · doi:10.1088/1741-2552/ad200f · Cited by 8 · see citing works
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Babaroud, N. B., Dekker, R. H., Holk, O., Tiringer, U., Taheri, P., Horváth, D., Nánási, T., Ulbert, I., Serdijn, W. A., & Giagka, V. (2021) · European Microelectronics and Packaging Conference · doi:10.23919/empc53418.2021.9584961 · Cited by 5 · see citing works
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Parag, A. K., Raducanu, B. C., Erden, O. K., Stanzione, S., Beutel, F., Pendse, C., Hoof, C. A. V., Helleputte, N. V., & Gielen, G. E. (2024) · IEEE Transactions on Biomedical Circuits and Systems · doi:10.1109/tbcas.2024.3487782 · Cited by 4 · see citing works
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Velea, A. I., Wilson, J., Gollhardt, A., Karuthedath, C. B., Sebastian, A. T., & Giagka, V. (2023) · Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) · doi:10.1109/embc40787.2023.10340770 · Cited by 3 · see citing works
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Self-citationKawasaki, S., Dijkema, E., Saccher, M., Giagka, V., Schleipen, J. J. H. B., & Dekker, R. (2021) · International IEEE/EMBS Conference on Neural Engineering · doi:10.1109/ner49283.2021.9441225 · Cited by 1 · see citing works
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Kim, H., Dong, Z., & Ho, J. S. (2023) · Handbook of Neuroengineering · doi:10.1007/978-981-16-5540-1_24 · Cited by 1 · see citing works
Holzapfel, L., & Giagka, V. (2023) · IEEE International Ultrasonics Symposium · doi:10.1109/ius51837.2023.10308264 · Cited by 1 · see citing works
Self-citationYelkenci, A., Ponte, R. M. D., & Valente, V. (2019) · Research Repository (Delft University of Technology)
A multi-channel peripheral nerve stimulator with integrate-and-fire encoding
Kundu, A., Fahmy, A., Madler, R., Otto, K. J., Patrick, E. E., Príncipe, J. C., Maghari, N., & Bashirullah, R. (2021) · Journal of Medical Engineering & Technology · doi:10.1080/03091902.2021.1891311
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Kim, H., Dong, Z., & Ho, J. S. (2022) · Handbook of Neuroengineering · doi:10.1007/978-981-15-2848-4_24-2
Nanbakhsh, K., Idil, A. S., Lamont, C. A., Dücső, C., Akgun, Ö. C., Horváth, D., Tóth, K., Ulbert, I., Mazza, F., Constandinou, T. G., et al. (2024) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2024.03.06.583769
Self-citationKouri, K. K., Holzapfel, L., Dias, D. F., Meixner, L., Serdijn, W. A., & Giagka, V. (2025) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2025.05.07.652395
Self-citationde Eulate, N. A., Pavlou, C., González, G. L., Holzapfel, L., Gao, Z., Vollebregt, S., & Giagka, V. (2025) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2025.06.13.657566
Self-citationReal-Time On-Chip Time-of-Flight Detection for US Time Reversal Localization of Implants
Parag, A. K., Raducanu, B., Stanzione, S., Hendrickx, P., Erden, O. K., Hoof, C. A. V., Helleputte, N. V., & Gielen, G. E. (2026) · IEEE Transactions on Biomedical Circuits and Systems · doi:10.1109/tbcas.2026.3665787
THE DYE INDUSTRY AND PHARMACEUTICALS-HISTORICAL AND CURRENT PERSPECTIVES
Consulting Patent Associate, G. A. L., & Ravi, S. (2026) · INDIAN DRUGS · doi:10.53879/id.63.02.p0005
- Authors
- Giagka, V., & Serdijn, W. A.
- Affiliations
- Fraunhofer Institute for Reliability and Microintegration (DE)
- Delft University of Technology (NL)
- Corresponding author
- Giagka, Vasiliki
- Venue
- Bioelectronic Medicine
- Published
- 2018-06-26
- Volume
- 4
- Issue
- 1
- Pages
- 8-8
- ISSN
- 2332-8886 (ISSN-L)
- PMC
- PMC7098212
- OpenAlex
- W2810368887
- Cited by
- 58
- References
- 104
- Citations by year
- 2026: 4 · 2025: 4 · 2024: 7 · 2023: 5 · 2022: 8 · 2021: 11 · 2020: 10 · 2019: 9
- FWCI
- 0.97
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- Bioelectronic Medicine (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Publikationsdatenbank der Fraunhofer-Gesellschaft (Fraunhofer-Gesellschaft) (submittedVersion, other-oa)
- Fraunhofer-Publica (Fraunhofer-Gesellschaft) (submittedVersion)
- Research Repository (Delft University of Technology) (submittedVersion, cc-by)
- Data Archiving and Networked Services (DANS) (submittedVersion, other-oa)
- Funders
- Technische Universiteit Delft
- Topics
- Life Sciences › Neuroscience › Cellular and Molecular Neuroscience › Neuroscience and Neural Engineering
- Physical Sciences › Engineering › Biomedical Engineering › Advanced Sensor and Energy Harvesting Materials
- Physical Sciences › Materials Science › Polymers and Plastics › Conducting polymers and applications
- Keywords
- bioelectronic medicine, peripheral nerves, flexible substrates, flexible electrodes, miniaturization, long-term device stability, closed-loop therapy, personalized medicine, electrode materials, device assembly
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