Neuromorphic device architectures with global connectivity through electrolyte gating.

Neuronal Oscillations in Cortical Networks

Buzsáki, G., & Draguhn, A. (2004) · Science · doi:10.1126/science.1099745 · Cited by 6,576 · see citing works

Nanoscale Memristor Device as Synapse in Neuromorphic Systems

Jo, S. H., Chang, T., Ebong, I., Bhadviya, B. B., Mazumder, P., & Lu, W. (2010) · Nano Letters · doi:10.1021/nl904092h · Cited by 4,174 · see citing works

A million spiking-neuron integrated circuit with a scalable communication network and interface

Merolla, P. A., Arthur, J. V., Alvarez-Icaza, R., Cassidy, A. S., Sawada, J., Akopyan, F., Jackson, B. L., Imam, N., Chen, G., Nakamura, Y., et al. (2014) · Science · doi:10.1126/science.1254642 · Cited by 4,137 · see citing works

Can programming be liberated from the von Neumann style?

Backus, J. (1978) · Communications of the ACM · doi:10.1145/359576.359579 · Cited by 2,607 · see citing works

Homeostatic plasticity in the developing nervous system

Turrigiano, G. G., & Nelson, S. B. (2004) · Nature Reviews Neuroscience · doi:10.1038/nrn1327 · Cited by 2,485 · see citing works

Neuromorphic electronic systems

Mead, C. (1990) · Proceedings of the IEEE · doi:10.1109/5.58356 · Cited by 2,368 · see citing works

Synaptic plasticity: taming the beast

Abbott, L. F., & Nelson, S. B. (2000) · Nature Neuroscience · doi:10.1038/81453 · Cited by 2,263 · see citing works

Synaptic electronics: materials, devices and applications

Kuzum, D., Yu, S., & Wong, H. ‐. P. (2013) · Nanotechnology · doi:10.1088/0957-4484/24/38/382001 · Cited by 1,257 · see citing works

A ferroelectric memristor

Chanthbouala, A., Garcia, V., Cherifi, R. O., Bouzéhouane, K., Fusil, S., Moya, X., Xavier, S., Yamada, H., Deranlot, C., Mathur, N. D., et al. (2012) · Nature Materials · doi:10.1038/nmat3415 · Cited by 1,222 · see citing works

Stochastic phase-change neurons

Tůma, T., Pantazi, A., Gallo, M. L., Sebastian, A., & Eleftheriou, E. S. (2016) · Nature Nanotechnology · doi:10.1038/nnano.2016.70 · Cited by 1,107 · see citing works

In vivo recordings of brain activity using organic transistors

Khodagholy, D., Doublet, T., Quilichini, P., Gurfinkel, M., Leleux, P., Ghestem, A., Ismailova, E., Hervé, T., Sanaur, S., Bernard, C., et al. (2013) · Nature Communications · doi:10.1038/ncomms2573 · Cited by 1,013 · see citing works

Steady‐State and Transient Behavior of Organic Electrochemical Transistors

Bernards, D. A., & Malliaras, G. G. (2007) · Advanced Functional Materials · doi:10.1002/adfm.200601239 · Cited by 1,011 · see citing works

High transconductance organic electrochemical transistors

Khodagholy, D., Rivnay, J., Sessolo, M., Gurfinkel, M., Leleux, P., Jimison, L. H., Stavrinidou, E., Hervé, T., Sanaur, S., Owens, R. M., et al. (2013) · Nature Communications · doi:10.1038/ncomms3133 · Cited by 866 · see citing works

Artificial synapse network on inorganic proton conductor for neuromorphic systems

Zhu, L. Q., Wan, C., Guo, L. Q., Shi, Y., & Wan, Q. C. (2014) · Nature Communications · doi:10.1038/ncomms4158 · Cited by 852 · see citing works

High-performance transistors for bioelectronics through tuning of channel thickness

Rivnay, J., Leleux, P., Ferro, M. D., Sessolo, M., Williamson, A., Koutsouras, D. A., Khodagholy, D., Ramuz, M. P., Strakosas, X., Owens, R. M., et al. (2015) · Science Advances · doi:10.1126/sciadv.1400251 · Cited by 738 · see citing works

Integrator or coincidence detector? The role of the cortical neuron revisited

Peter König, B., Engel, A. K., & Singer, W. (1996) · Trends in Neurosciences · doi:10.1016/s0166-2236(96)80019-1 · Cited by 674 · see citing works

Individual Differences in Rhythmic Cortical Entrainment Correlate with Predictive Behavior in Sensorimotor Synchronization

Nozaradan, S., Peretz, I., & Keller, P. E. (2016) · Scientific Reports · doi:10.1038/srep20612 · Cited by 663 · see citing works

Spin-torque building blocks

Locatelli, N., Cros, V., & Grollier, J. (2013) · Nature Materials · doi:10.1038/nmat3823 · Cited by 647 · see citing works

Chemical derivatization of an array of three gold microelectrodes with polypyrrole: fabrication of a molecule-based transistor

White, H. S., Kittlesen, G. P., & Wrighton, M. S. (1984) · Journal of the American Chemical Society · doi:10.1021/ja00330a070 · Cited by 635 · see citing works

Organic Bioelectronics

Magnus Berggren, A., & Richter‐Dahlfors, A. (2007) · Advanced Materials · doi:10.1002/adma.200700419 · Cited by 631 · see citing works

Brain rhythms and neural syntax: implications for efficient coding of cognitive content and neuropsychiatric disease.

Buzsáki, G., & Watson, B. O. (2012) · Dialogues in Clinical Neuroscience · doi:10.31887/dcns.2012.14.4/gbuzsaki · Cited by 579 · see citing works

Neuromorphic Functions in PEDOT:PSS Organic Electrochemical Transistors

Gkoupidenis, P., Schaefer, N., Garlan, B., & Malliaras, G. G. (2015) · Advanced Materials · doi:10.1002/adma.201503674 · Cited by 577 · see citing works

Organic core-sheath nanowire artificial synapses with femtojoule energy consumption

Xu, W., Min, S., Hwang, H., & Lee, T. (2016) · Science Advances · doi:10.1126/sciadv.1501326 · Cited by 573 · see citing works

The Role of Constraints in Hebbian Learning

Miller, K. D., & MacKay, D. J. C. (1994) · Neural Computation · doi:10.1162/neco.1994.6.1.100 · Cited by 448 · see citing works

The role of dendrites in auditory coincidence detection

Agmon-Snir, H., Carr, C., & Rinzel, J. (1998) · Nature · doi:10.1038/30505 · Cited by 437 · see citing works

An Organic Nanoparticle Transistor Behaving as a Biological Spiking Synapse

Alibart, F., Pleutin, S., Guérin, D., Novembre, C., Lenfant, S., Lmimouni, K., Gamrat, C., & Vuillaume, D. (2009) · Advanced Functional Materials · doi:10.1002/adfm.200901335 · Cited by 377 · see citing works

Conservation of total synaptic weight through balanced synaptic depression and potentiation

Royer, S., & Paré, D. (2003) · Nature · doi:10.1038/nature01530 · Cited by 357 · see citing works

The organic electrochemical transistor for biological applications

Strakosas, X., Bongo, M., & Owens, R. M. (2015) · Journal of Applied Polymer Science · doi:10.1002/app.41735 · Cited by 356 · see citing works

Organic electronics for precise delivery of neurotransmitters to modulate mammalian sensory function

Simon, D. T., Kurup, S., Larsson, K., Hori, R., Tybrandt, K., Goiny, M., Jager, E. W. H., Magnus Berggren, A., Canlon, B., & Richter‐Dahlfors, A. (2009) · Nature Materials · doi:10.1038/nmat2494 · Cited by 350 · see citing works

Synaptic Economics: Competition and Cooperation in Synaptic Plasticity

Miller, K. D. (1996) · Neuron · doi:10.1016/s0896-6273(00)80169-5 · Cited by 307 · see citing works

Coincidence Detection in the Auditory System

Joris, P. X., Smith, P. H., & Yin, T. C. T. (1998) · Neuron · doi:10.1016/s0896-6273(00)80643-1 · Cited by 271 · see citing works

Proton‐Conducting Graphene Oxide‐Coupled Neuron Transistors for Brain‐Inspired Cognitive Systems

Wan, C., Zhu, L. Q., Liu, Y., Feng, P., Liu, Z. P., Cao, H., Xiao, P., Shi, Y., & Wan, Q. C. (2016) · Advanced Materials · doi:10.1002/adma.201505898 · Cited by 258 · see citing works

Electronic plants

Stavrinidou, E., Gabrielsson, R., Gomez, E. F., Xavier Crispin, A., Nilsson, O. R., Simon, D. T., & Magnus Berggren, A. (2015) · Science Advances · doi:10.1126/sciadv.1501136 · Cited by 245 · see citing works

Brain wave synchronization and entrainment to periodic acoustic stimuli

Will, U., & Berg, E. (2007) · Neuroscience Letters · doi:10.1016/j.neulet.2007.07.036 · Cited by 209 · see citing works

Synaptic plasticity functions in an organic electrochemical transistor

Gkoupidenis, P., Schaefer, N., Strakosas, X., Fairfield, J. A., & Malliaras, G. G. (2015) · Applied Physics Letters · doi:10.1063/1.4938553 · Cited by 195 · see citing works

Nanostructured Anisotropic Ion-Conductive Films

Kishimoto, K., Yoshio, M., Mukai, T., Yoshizawa‐Fujita, M., Ohno, H., & Kato, T. (2003) · Journal of the American Chemical Society · doi:10.1021/ja029750u · Cited by 152 · see citing works

Building the Human Brain

Machens, C. K. (2012) · Science · doi:10.1126/science.1231865 · Cited by 109 · see citing works

Orientation selectivity in a multi-gated organic electrochemical transistor

Gkoupidenis, P., Koutsouras, D. A., Lonjaret, T., Fairfield, J. A., & Malliaras, G. G. (2016) · Scientific Reports · doi:10.1038/srep27007 · Cited by 95 · see citing works

Sodium and Potassium Ion Selective Conjugated Polymers for Optical Ion Detection in Solution and Solid State

Giovannitti, A., Nielsen, C. B. O., Rivnay, J., Kirkus, M., Harkin, D. J., White, A. J. P., Sirringhaus, H., Malliaras, G. G., & McCulloch, I. A. (2015) · Advanced Functional Materials · doi:10.1002/adfm.201503791 · Cited by 79 · see citing works

The brain chip

Service, R. F. (2014) · Science · doi:10.1126/science.345.6197.614 · Cited by 70 · see citing works

A hybrid living/organic electrochemical transistor based on the Physarum polycephalum cell endowed with both sensing and memristive properties

Tarabella, G., D'Angelo, P., Cifarelli, A., Dimonte, A., Romeo, A., Berzina, T., Erokhin, V., & Iannotta, S. (2015) · Chemical Science · doi:10.1039/c4sc03425b · Cited by 67 · see citing works

Effect of channel thickness, electrolyte ions, and dissolved oxygen on the performance of organic electrochemical transistors

Kumar, P., Yi, Z., Zhang, S., Sekar, A., Soavi, F., & Cicoira, F. (2015) · Applied Physics Letters · doi:10.1063/1.4927595 · Cited by 62 · see citing works

Taking electrons out of bioelectronics: bioprotonic memories, transistors, and enzyme logic

Hemmatian, Z., Miyake, T., Deng, Y., Josberger, E. E., Keene, S. T., Kautz, R., Zhong, C., Jin, J., & Rolandi, M. (2015) · Journal of Materials Chemistry C · doi:10.1039/c5tc00502g · Cited by 46 · see citing works

A bio-inspired memory device based on interfacing Physarum polycephalum with an organic semiconductor

Romeo, A., Dimonte, A., Tarabella, G., D’Angelo, P., Erokhin, V. V., & Iannotta, S. (2014) · APL Materials · doi:10.1063/1.4902817 · Cited by 44 · see citing works

Wherefore Art Thou, Homeo(stasis)? Functional Diversity in Homeostatic Synaptic Plasticity

Queenan, B. N., Lee, K. J., & Pak, D. T. S. (2012) · Neural Plasticity · doi:10.1155/2012/718203 · Cited by 37 · see citing works

Orientation selectivity with organic photodetectors and an organic electrochemical transistor

Gkoupidenis, P., Rezaei‐Mazinani, S., Proctor, C. M., Ismailova, E., & Malliaras, G. G. (2016) · AIP Advances · doi:10.1063/1.4967947 · Cited by 30 · see citing works

New one-pot poly(3,4-ethylenedioxythiophene): poly(tetrahydrofuran) memory material for facile fabrication of memory organic electrochemical transistors

Winther‐Jensen, B., Kolodziejczyk, B., & Winther‐Jensen, O. (2014) · APL Materials · doi:10.1063/1.4900889 · Cited by 27 · see citing works

Artificial Synaptic Arrays Intercoupled by Nanogranular Proton Conductors for Building Neuromorphic SystemsPreprint

Wan, C., Wu, G., Guo, L., Zhu, L. Q., & Wan, Q. C. (2013) · arXiv (Cornell University) · doi:10.48550/arxiv.1301.2052 · Cited by 1 · see citing works

Organic electrochemical transistors

Rivnay, J., Inal, S., Salleo, A., Owens, R. M., Magnus Berggren, A., & Malliaras, G. G. (2018) · Nature Reviews Materials · doi:10.1038/natrevmats.2017.86 · Cited by 2,096 · see citing works

Electronic Skin: Recent Progress and Future Prospects for Skin‐Attachable Devices for Health Monitoring, Robotics, and Prosthetics

Yang, J. C., Mun, J., Kwon, S. Y., Park, S., Bao, Z., & Park, S. (2019) · Advanced Materials · doi:10.1002/adma.201904765 · Cited by 1,641 · see citing works

Organic electronics for neuromorphic computing

van de Burgt, Y., Melianas, A., Keene, S. T., Malliaras, G. G., & Salleo, A. (2018) · Nature Electronics · doi:10.1038/s41928-018-0103-3 · Cited by 1,110 · see citing works

Neuromorphic nanoelectronic materials

Sangwan, V. K., & Hersam, M. C. (2020) · Nature Nanotechnology · doi:10.1038/s41565-020-0647-z · Cited by 894 · see citing works

Bridging Biological and Artificial Neural Networks with Emerging Neuromorphic Devices: Fundamentals, Progress, and Challenges

Tang, J., Yuan, F., Shen, X., Wang, Z., Rao, M., He, Y., Sun, Y., Li, X., Zhang, W., Li, Y., et al. (2019) · Advanced Materials · doi:10.1002/adma.201902761 · Cited by 842 · see citing works

A comprehensive review on emerging artificial neuromorphic devices

Zhu, J., Zhang, T., Yang, Y., & Huang, R. (2020) · Applied Physics Reviews · doi:10.1063/1.5118217 · Cited by 763 · see citing works

Photonic Synapses Based on Inorganic Perovskite Quantum Dots for Neuromorphic Computing

Wang, Y., Lv, Z., Chen, J., Wang, Z., Zhou, Y., Zhou, L., Chen, X., & Han, S. (2018) · Advanced Materials · doi:10.1002/adma.201802883 · Cited by 703 · see citing works

Recent Advances in Transistor‐Based Artificial Synapses

Dai, S., Zhao, Y., Wang, Y., Zhang, J., Fang, L., Jin, S., Shao, Y., & Huang, J. D. (2019) · Advanced Functional Materials · doi:10.1002/adfm.201903700 · Cited by 675 · see citing works

Embedded Devices for Neuromorphic Time-Series Assessment

Mazumder, A. N., Hosseini, M., & Mohsenin, T. (2022) · Research Explorer (The University of Manchester) · doi:10.13016/m2ksy0-wxr3 · Cited by 662 · see citing works

Conjugated Polymers in Bioelectronics

Inal, S., Rivnay, J., Suiu, A.-O., Malliaras, G. G., & McCulloch, I. A. (2018) · Accounts of Chemical Research · doi:10.1021/acs.accounts.7b00624 · Cited by 554 · see citing works

Flexible Neuromorphic Electronics for Computing, Soft Robotics, and Neuroprosthetics

Park, H., Lee, Y., Kim, N., Seo, D., Go, G., & Lee, T. (2019) · Advanced Materials · doi:10.1002/adma.201903558 · Cited by 541 · see citing works

Device physics of organic electrochemical transistors

Friedlein, J. T., McLeod, R. R., & Rivnay, J. (2018) · Organic Electronics · doi:10.1016/j.orgel.2018.09.010 · Cited by 438 · see citing works

Electrolyte-gated transistors for enhanced performance bioelectronics

Torricelli, F., Adrahtas, D. Z., Bao, Z., Magnus Berggren, A., Biscarini, F., Bonfiglio, A., Bortolotti, C. A., Frisbie, C. D., Macchia, E., Malliaras, G. G., et al. (2021) · Nature Reviews Methods Primers · doi:10.1038/s43586-021-00065-8 · Cited by 438 · see citing works

An Artificial Sensory Neuron with Tactile Perceptual Learning

Wan, C., Chen, G., Fu, Y., Wang, M., Matsuhisa, N., Pan, S., Pan, L., Yang, H., Wan, Q., Zhu, L., et al. (2018) · Advanced Materials · doi:10.1002/adma.201801291 · Cited by 418 · see citing works

Optoelectronic Synaptic Devices for Neuromorphic Computing

Wang, Y., Yin, L., Huang, W., Li, Y., Huang, S., Zhu, Y., Yang, D., & Pi, X. (2020) · Advanced Intelligent Systems · doi:10.1002/aisy.202000099 · Cited by 407 · see citing works

A biohybrid synapse with neurotransmitter-mediated plasticity

Keene, S. T., Lubrano, C., Kazemzadeh, S., Melianas, A., Tuchman, Y., Polino, G., Scognamiglio, P., Cinà, L., Salleo, A., van de Burgt, Y., et al. (2020) · Nature Materials · doi:10.1038/s41563-020-0703-y · Cited by 369 · see citing works

Synergistic Gating of Electro‐Iono‐Photoactive 2D Chalcogenide Neuristors: Coexistence of Hebbian and Homeostatic Synaptic Metaplasticity

John, R. A., Liu, F., Chien, N. A., Kulkarni, M. R., Zhu, C., Fu, Q., Basu, A., Liu, Z., & Mathews, N. (2018) · Advanced Materials · doi:10.1002/adma.201800220 · Cited by 361 · see citing works

Complementary Logic Circuits Based on High‐Performance n‐Type Organic Electrochemical Transistors

Sun, H., Vagin, M. Y., Wang, S., Xavier Crispin, A., Forchheimer, R., Magnus Berggren, A., & Fabiano, S. (2018) · Advanced Materials · doi:10.1002/adma.201704916 · Cited by 358 · see citing works

Artificial Sensory Memory

Wan, C., Cai, P., Wang, M., Qian, Y., Huang, W., & Chen, X. (2019) · Advanced Materials · doi:10.1002/adma.201902434 · Cited by 344 · see citing works

Organic Synapses for Neuromorphic Electronics: From Brain-Inspired Computing to Sensorimotor Nervetronics

Lee, Y., & Lee, T. (2019) · Accounts of Chemical Research · doi:10.1021/acs.accounts.8b00553 · Cited by 343 · see citing works

Curved neuromorphic image sensor array using a MoS2-organic heterostructure inspired by the human visual recognition system

Choi, C., Leem, J., Kim, M., Taqieddin, A., Cho, C., Cho, K. W., Lee, G. J., Seung, H., Bae, H. J., Song, Y. M., et al. (2020) · Nature Communications · doi:10.1038/s41467-020-19806-6 · Cited by 341 · see citing works

Internal ion-gated organic electrochemical transistor: A building block for integrated bioelectronics

Spyropoulos, G. D., Gelinas, J. N., & Khodagholy, D. (2019) · Science Advances · doi:10.1126/sciadv.aau7378 · Cited by 336 · see citing works

Molecular Design Strategies toward Improvement of Charge Injection and Ionic Conduction in Organic Mixed Ionic–Electronic Conductors for Organic Electrochemical Transistors

Kukhta, N. A., Marks, A., & Luscombe, C. K. (2021) · Chemical Reviews · doi:10.1021/acs.chemrev.1c00266 · Cited by 317 · see citing works

Mimicking associative learning using an ion-trapping non-volatile synaptic organic electrochemical transistor

Ji, X., Paulsen, B. D., Chik, G. K. K., Wu, R., Yin, Y., Chan, P. K. L., & Rivnay, J. (2021) · Nature Communications · doi:10.1038/s41467-021-22680-5 · Cited by 320 · see citing works

Electrolyte-gated transistors for synaptic electronics, neuromorphic computing, and adaptable biointerfacing

Ling, H., Koutsouras, D. A., Kazemzadeh, S., van de Burgt, Y., Yan, F., & Gkoupidenis, P. (2020) · Applied Physics Reviews · doi:10.1063/1.5122249 · Cited by 296 · see citing works

Light‐Stimulated Synaptic Transistors Fabricated by a Facile Solution Process Based on Inorganic Perovskite Quantum Dots and Organic Semiconductors

Wang, K., Dai, S., Zhao, Y., Wang, Y., Liu, C., & Huang, J. D. (2019) · Small · doi:10.1002/smll.201900010 · Cited by 285 · see citing works

Synaptic devices based neuromorphic computing applications in artificial intelligence

Sun, B. T., Guo, T., Zhou, G., Ranjan, S., Jiao, Y., Wei, L., Zhou, Y., & Wu, Y. A. (2021) · Materials Today Physics · doi:10.1016/j.mtphys.2021.100393 · Cited by 276 · see citing works

Vertical organic synapse expandable to 3D crossbar array

Choi, Y., Oh, S., Qian, C., Park, J., & Cho, J. H. (2020) · Nature Communications · doi:10.1038/s41467-020-17850-w · Cited by 259 · see citing works

An organic artificial spiking neuron for in situ neuromorphic sensing and biointerfacing

Sarkar, T., Lieberth, K., Pavlou, A., Frank, T., Mailänder, V., McCulloch, I. A., Blom, P. W. M., Torricelli, F., & Gkoupidenis, P. (2022) · Nature Electronics · doi:10.1038/s41928-022-00859-y · Cited by 257 · see citing works

Electric-double-layer transistors for synaptic devices and neuromorphic systems

He, Y., Yang, Y., Nie, S., Liu, R., & Wan, Q. C. (2018) · Journal of Materials Chemistry C · doi:10.1039/c8tc00530c · Cited by 240 · see citing works

An Evolvable Organic Electrochemical Transistor for Neuromorphic Applications

Gerasimov, J. Y., Gabrielsson, R., Forchheimer, R., Stavrinidou, E., Simon, D. T., Magnus Berggren, A., & Fabiano, S. (2019) · Advanced Science · doi:10.1002/advs.201801339 · Cited by 223 · see citing works

Organic Electrochemical Transistors: An Emerging Technology for Biosensing

Marks, A., Griggs, S., Gasparini, N., & Moser, M. (2022) · Advanced Materials Interfaces · doi:10.1002/admi.202102039 · Cited by 218 · see citing works

Spike-timing-dependent plasticity learning of coincidence detection with passively integrated memristive circuits

Prezioso, M., Mahmoodi, M. R., Bayat, F. M., Nili, H., Kim, H., Vincent, A., & Strukov, D. B. (2018) · Nature Communications · doi:10.1038/s41467-018-07757-y · Cited by 215 · see citing works

Photoelectric Synaptic Plasticity Realized by 2D Perovskite

Sun, Y., Liu, Q., Xie, D., Lin, Y. C., Sun, M., Li, W., Ding, L., Ren, T., & Palacios, T. (2019) · Advanced Functional Materials · doi:10.1002/adfm.201902538 · Cited by 215 · see citing works

Influence of Molecular Weight on the Organic Electrochemical Transistor Performance of Ladder‐Type Conjugated Polymers

Wu, H., Yang, C., Li, Q., Kolhe, N. B., Strakosas, X., Stoeckel, M., Wu, Z., Jin, W., Savvakis, M., Kroon, R., et al. (2021) · Advanced Materials · doi:10.1002/adma.202106235 · Cited by 208 · see citing works

n-Type organic electrochemical transistors: materials and challenges

Sun, H., Gerasimov, J. Y., Magnus Berggren, A., & Fabiano, S. (2018) · Journal of Materials Chemistry C · doi:10.1039/c8tc03185a · Cited by 204 · see citing works

Artificial Neuron Devices

He, K., Wang, C., He, Y., Su, J., & Chen, X. (2023) · Chemical Reviews · doi:10.1021/acs.chemrev.3c00527 · Cited by 202 · see citing works

Organic electronic synapses with low energy consumption

Lee, Y., Park, H., Kim, Y., & Lee, T. (2021) · Joule · doi:10.1016/j.joule.2021.01.005 · Cited by 200 · see citing works

Neurohybrid Memristive CMOS-Integrated Systems for Biosensors and Neuroprosthetics

Mikhaylov, A. N., Pimashkin, A. S., Pigareva, Y., Gerasimova, S. A., Gryaznov, E. G., Андреевич, Щ. С., Zuev, A. D., Talanov, M. O., Lavrov, I. A., Demin, V. A., et al. (2020) · Frontiers in Neuroscience · doi:10.3389/fnins.2020.00358 · Cited by 185 · see citing works

Reservoir computing with biocompatible organic electrochemical networks for brain-inspired biosignal classification

Cucchi, M., Gruener, C., Petrauskas, L. N., Steiner, P., Tseng, H., Fischer, A., Penkovsky, B., Matthus, C. D., Birkholz, P., Kleemann, H., et al. (2021) · Science Advances · doi:10.1126/sciadv.abh0693 · Cited by 186 · see citing works

Stimuli‐Responsive Memristive Materials for Artificial Synapses and Neuromorphic Computing

Bian, H., Goh, Y. Y., Liu, Y., Ling, H., Xie, L., & Liu, X. (2021) · Advanced Materials · doi:10.1002/adma.202006469 · Cited by 184 · see citing works

Organic mixed conductors for bioinspired electronics

Gkoupidenis, P., Zhang, Y. T., Kleemann, H., Ling, H., Santoro, F., Fabiano, S., Salleo, A., & van de Burgt, Y. (2023) · Nature Reviews Materials · doi:10.1038/s41578-023-00622-5 · Cited by 183 · see citing works

Electrochemical‐Memristor‐Based Artificial Neurons and Synapses—Fundamentals, Applications, and Challenges

Chen, S., Zhang, T., Tappertzhofen, S., Yang, Y., & Valov, I. (2023) · Advanced Materials · doi:10.1002/adma.202301924 · Cited by 184 · see citing works

Multiscale real time and high sensitivity ion detection with complementary organic electrochemical transistors amplifier

Romele, P., Gkoupidenis, P., Koutsouras, D. A., Lieberth, K., Kovacs-Vajna, Z. M., Blom, P. W. M., & Torricelli, F. (2020) · Nature Communications · doi:10.1038/s41467-020-17547-0 · Cited by 171 · see citing works

Oxidation-boosted charge trapping in ultra-sensitive van der Waals materials for artificial synaptic features

Yang, F., Li, M., Lee, M., Ho, I.-Y., Chen, J., Ling, H., Li, Y., Chang, J., Yang, S., Chang, Y., et al. (2020) · Nature Communications · doi:10.1038/s41467-020-16766-9 · Cited by 170 · see citing works

Ion Electron–Coupled Functionality in Materials and Devices Based on Conjugated Polymers

Magnus Berggren, A., Xavier Crispin, A., Fabiano, S., Jonsson, M. P., Simon, D. T., Stavrinidou, E., Tybrandt, K., & Zozoulenko, I. V. (2019) · Advanced Materials · doi:10.1002/adma.201805813 · Cited by 164 · see citing works

Progress and Challenges for Memtransistors in Neuromorphic Circuits and Systems

Yan, X., Qian, J. H., Sangwan, V. K., & Hersam, M. C. (2021) · Advanced Materials · doi:10.1002/adma.202108025 · Cited by 164 · see citing works

Chitosan-Based Polysaccharide-Gated Flexible Indium Tin Oxide Synaptic Transistor with Learning Abilities

Yu, F., Zhu, L. Q., Gao, W. T., Fu, Y. M., Xiao, H., Tao, J., & Zhou, J. (2018) · ACS Applied Materials & Interfaces · doi:10.1021/acsami.8b03274 · Cited by 157 · see citing works

Ultrathin Conformable Organic Artificial Synapse for Wearable Intelligent Device Applications

Jang, S., Jang, S., Lee, E.-H., Kang, M., Wang, G., & Kim, T. (2018) · ACS Applied Materials & Interfaces · doi:10.1021/acsami.8b12092 · Cited by 156 · see citing works

Organic Synaptic Transistors: The Evolutionary Path from Memory Cells to the Application of Artificial Neural Networks

Shao, L., Zhao, Y. J., & Liu, Y. (2021) · Advanced Functional Materials · doi:10.1002/adfm.202101951 · Cited by 155 · see citing works

Technology and Integration Roadmap for Optoelectronic Memristor

Wang, J., Ilyas, N., Ren, Y., Ji, Y., Li, S., Li, C., Liu, F., Gu, D., & Ang, K. (2023) · Advanced Materials · doi:10.1002/adma.202307393 · Cited by 154 · see citing works

Organic electrochemical transistors in bioelectronic circuits

Rashid, R. B., Ji, X., & Rivnay, J. (2021) · Biosensors and Bioelectronics · doi:10.1016/j.bios.2021.113461 · Cited by 151 · see citing works

Electrochemical and Electrical Biosensors for Wearable and Implantable Electronics Based on Conducting Polymers and Carbon-Based Materials

Zhang, P., Zhu, B., Du, P., & Travaš‐Sejdić, J. (2023) · Chemical Reviews · doi:10.1021/acs.chemrev.3c00392 · Cited by 149 · see citing works

Emerging Materials for Neuromorphic Devices and Systems

Kim, M., Park, Y., Kim, I., & Lee, J. (2020) · iScience · doi:10.1016/j.isci.2020.101846 · Cited by 145 · see citing works

Magnetic skyrmions for unconventional computing

Li, S., Kang, W., Zhang, X., Nie, T., Zhou, Y., Wang, K. L., & Zhao, W. S. (2020) · Materials Horizons · doi:10.1039/d0mh01603a · Cited by 142 · see citing works

In‐Materio Reservoir Computing in a Sulfonated Polyaniline Network

Usami, Y., van de Ven, B., Mathew, D. G., Chen, T., Kotooka, T., Kawashima, Y., Tanaka, Y., Otsuka, Y., OHOYAMA, H., Tamukoh, H., et al. (2021) · Advanced Materials · doi:10.1002/adma.202102688 · Cited by 142 · see citing works

Programmable van‐der‐Waals heterostructure‐enabled optoelectronic synaptic floating‐gate transistors with ultra‐low energy consumption

Sun, Y., Li, M., Ding, Y., Wang, H., Wang, H., Chen, Z., & Xie, D. (2022) · InfoMat · doi:10.1002/inf2.12317 · Cited by 140 · see citing works

Biological Applications of Organic Electrochemical Transistors: Electrochemical Biosensors and Electrophysiology Recording

Bai, L., Elósegui, C. G., Li, W., Yu, P., Fei, J., & Mao, L. (2019) · Frontiers in Chemistry · doi:10.3389/fchem.2019.00313 · Cited by 137 · see citing works

Phase-change memtransistive synapses for mixed-plasticity neural computations

Sarwat, S. G., Kersting, B., Moraitis, T., Jonnalagadda, V. P., & Sebastian, A. (2022) · Nature Nanotechnology · doi:10.1038/s41565-022-01095-3 · Cited by 137 · see citing works

Intrinsically stretchable neuromorphic devices for on-body processing of health data with artificial intelligence

Dai, S., Dai, Y., Zhao, Z., Xia, F., Li, Y., Liu, Y., Cheng, P., Strzalka, J. W., Li, S., Li, N., et al. (2022) · Matter · doi:10.1016/j.matt.2022.07.016 · Cited by 135 · see citing works

Dual‐Mode Learning of Ambipolar Synaptic Phototransistor Based on 2D Perovskite/Organic Heterojunction for Flexible Color Recognizable Visual System

Huang, X., Li, Q., Shi, W., Liu, K., Zhang, Y., Liu, Y., Wei, X., Zhao, Z., Guo, Y., & Liu, Y. (2021) · Small · doi:10.1002/smll.202102820 · Cited by 133 · see citing works

Ion buffering and interface charge enable high performance electronics with organic electrochemical transistors

Romele, P., Ghittorelli, M., Kovács-Vajna, Z., & Torricelli, F. (2019) · Nature Communications · doi:10.1038/s41467-019-11073-4 · Cited by 111 · see citing works

Flexible Neuromorphic Architectures Based on Self-Supported Multiterminal Organic Transistors

Fu, Y., Kong, L., Chen, Y., Wang, J., Qian, C., Yuan, Y., Sun, J., Gao, Y., & Wan, Q. (2018) · ACS Applied Materials & Interfaces · doi:10.1021/acsami.8b07443 · Cited by 126 · see citing works

Bio‐Inspired Artificial Vision and Neuromorphic Image Processing Devices

Kim, M. S., Kim, M. S., Lee, G. J., Sunwoo, S., Chang, S., Song, Y. M., & Kim, D. (2021) · Advanced Materials Technologies · doi:10.1002/admt.202100144 · Cited by 122 · see citing works

Organic synaptic devices for neuromorphic systems

Sun, J., Fu, Y., & Wan, Q. C. (2018) · Journal of Physics D Applied Physics · doi:10.1088/1361-6463/aacd99 · Cited by 122 · see citing works

Wood-Derived Nanopaper Dielectrics for Organic Synaptic Transistors

Dai, S., Wang, Y., Zhang, J., Zhao, Y., Xiao, F., Liu, D., Wang, T., & Huang, J. D. (2018) · ACS Applied Materials & Interfaces · doi:10.1021/acsami.8b15063 · Cited by 120 · see citing works

Deep-ultraviolet-triggered neuromorphic functions in In-Zn-O phototransistors

Wang, J., Chen, Y., Kong, L., Fu, Y., Gao, Y., & Sun, J. (2018) · Applied Physics Letters · doi:10.1063/1.5039544 · Cited by 110 · see citing works

Emerging synaptic devices: from two-terminal memristors to multiterminal neuromorphic transistors

Jiang, S., Nie, S., He, Y., Liu, R., Chen, C., & Wan, Q. (2019) · Materials Today Nano · doi:10.1016/j.mtnano.2019.100059 · Cited by 110 · see citing works

Fully Printed All-Solid-State Organic Flexible Artificial Synapse for Neuromorphic Computing

Liu, Q., Liu, Y., Li, J., Lau, C., Wu, F., Zhang, A., Li, Z., Chen, M., Fu, H., Draper, J. T., et al. (2019) · ACS Applied Materials & Interfaces · doi:10.1021/acsami.9b00226 · Cited by 109 · see citing works

Low‐Power/High‐Gain Flexible Complementary Circuits Based on Printed Organic Electrochemical Transistors

Yang, C., Tu, D., Ruoko, T., Gerasimov, J. Y., Wu, H., Harikesh, P. C., Massetti, M., Stoeckel, M., Kroon, R., Müller, C., et al. (2021) · Advanced Electronic Materials · doi:10.1002/aelm.202100907 · Cited by 109 · see citing works

Adaptive Biosensing and Neuromorphic Classification Based on an Ambipolar Organic Mixed Ionic–Electronic Conductor

Zhang, Y., van Doremaele, E. R. W., Ye, G., Stevens, T. M., Song, J., Chiechi, R. C., & van de Burgt, Y. (2022) · Advanced Materials · doi:10.1002/adma.202200393 · Cited by 108 · see citing works

CMOS-compatible compute-in-memory accelerators based on integrated ferroelectric synaptic arrays for convolution neural networks

Kim, M., Kim, I., & Lee, J. (2022) · Science Advances · doi:10.1126/sciadv.abm8537 · Cited by 109 · see citing works

Multimode transistors and neural networks based on ion-dynamic capacitance

Liang, X., Luo, Y., Pei, Y., Wang, M., & Liu, C. (2022) · Nature Electronics · doi:10.1038/s41928-022-00876-x · Cited by 106 · see citing works

Electrochemical Ionic Synapses: Progress and Perspectives

Huang, M., Schwacke, M., Onen, M., del Alamo, J. A., Li, J., & Yildiz, B. (2022) · Advanced Materials · doi:10.1002/adma.202205169 · Cited by 103 · see citing works

Conjugated Polymers: Where We Come From, Where We Stand, and Where We Might Go

Müllen, K., & Scherf, U. (2022) · Macromolecular Chemistry and Physics · doi:10.1002/macp.202200337 · Cited by 103 · see citing works

On the Role of Contact Resistance and Electrode Modification in Organic Electrochemical Transistors

Paterson, A. F., Faber, H. A., Savva, A., Nikiforidis, G., Gedda, M., Castillo, T. C. H., Chen, X., McCulloch, I. A., Anthopoulos, T. D., & Inal, S. (2019) · Advanced Materials · doi:10.1002/adma.201902291 · Cited by 97 · see citing works

Dielectric materials for electrolyte gated transistor applications

Huang, W., Chen, J., Wang, G., Yao, Y., Zhuang, X., Pankow, R. M., Cheng, Y., Marks, T. J., & Facchetti, A. F. (2021) · Journal of Materials Chemistry C · doi:10.1039/d1tc02271g · Cited by 96 · see citing works

Dynamic and Tunable Threshold Voltage in Organic Electrochemical Transistors

Doris, S. E., Pierre, A., & Street, R. A. (2018) · Advanced Materials · doi:10.1002/adma.201706757 · Cited by 94 · see citing works

Mechanisms for Enhanced State Retention and Stability in Redox‐Gated Organic Neuromorphic Devices

Keene, S. T., Melianas, A., van de Burgt, Y., & Salleo, A. (2018) · Advanced Electronic Materials · doi:10.1002/aelm.201800686 · Cited by 93 · see citing works

Advances in optoelectronic artificial synapses

Li, Y., & Shen, G. (2022) · Cell Reports Physical Science · doi:10.1016/j.xcrp.2022.101037 · Cited by 93 · see citing works

Human Brain/Cloud Interface

Martins, N. R. B., Angelica, A., Chakravarthy, K., Svidinenko, Y., Boehm, F. J., Opris, I., Lebedev, M. A., Swan, M., Garan, S. A., Rosenfeld, J. V., et al. (2019) · Frontiers in Neuroscience · doi:10.3389/fnins.2019.00112 · Cited by 91 · see citing works

On the Origin of Seebeck Coefficient Inversion in Highly Doped Conducting Polymers

Xu, K., Ruoko, T., Shokrani, M., Scheunemann, D., Abdalla, H., Sun, H., Yang, C., Puttisong, Y., Kolhe, N. B., Figueroa, J., et al. (2022) · Advanced Functional Materials · doi:10.1002/adfm.202112276 · Cited by 89 · see citing works

Dynamically Reconfigurable Short‐Term Synapse with Millivolt Stimulus Resolution Based on Organic Electrochemical Transistors

Ling, H., Wang, N., Yang, A., Liu, Y., Song, J., & Yan, F. (2019) · Advanced Materials Technologies · doi:10.1002/admt.201900471 · Cited by 87 · see citing works

Ultralow Power Dual-Gated Subthreshold Oxide Neuristors: An Enabler for Higher Order Neuronal Temporal Correlations

John, R. A., Tiwari, N. G., Yaoyi, C., Ankit, A., Tiwari, N., Kulkarni, M. R., Nirmal, A., Nguyen, A. C., Basu, A., & Mathews, N. (2018) · ACS Nano · doi:10.1021/acsnano.8b05903 · Cited by 86 · see citing works

Green Materials and Technologies for Sustainable Organic Transistors

Torricelli, F., Alessandri, I., Macchia, E., Vassalini, I., Maddaloni, M., & Torsi, L. (2021) · Advanced Materials Technologies · doi:10.1002/admt.202100445 · Cited by 86 · see citing works

Recent Advances in Flexible Organic Synaptic Transistors

Xu, Y., Liu, W., Huang, Y., Jin, C., Zhou, B., Sun, J., & Yang, J. (2021) · Advanced Electronic Materials · doi:10.1002/aelm.202100336 · Cited by 85 · see citing works

High-Performance Organic Electrochemical Transistors with Nanoscale Channel Length and Their Application to Artificial Synapse

Yan, Y., Chen, Q., Wu, X., Wang, X., Li, E., Ke, Y., Liu, Y., Chen, H., & Guo, T. (2020) · ACS Applied Materials & Interfaces · doi:10.1021/acsami.0c15553 · Cited by 84 · see citing works

Recent Technological Advances in Fabrication and Application of Organic Electrochemical Transistors

Chen, S., Surendran, A., Wu, X., Lee, S. Y., Stephen, M., & Leong, W. L. (2020) · Advanced Materials Technologies · doi:10.1002/admt.202000523 · Cited by 85 · see citing works

Organic Neuroelectronics: From Neural Interfaces to Neuroprosthetics

Go, G., Lee, Y., Seo, D., & Lee, T. (2022) · Advanced Materials · doi:10.1002/adma.202201864 · Cited by 83 · see citing works

Organic Synaptic Transistors for Bio‐Hybrid Neuromorphic Electronics

Kim, K., Sung, M.-J., Park, H., & Lee, T. (2021) · Advanced Electronic Materials · doi:10.1002/aelm.202100935 · Cited by 81 · see citing works

Towards organic neuromorphic devices for adaptive sensing and novel computing paradigms in bioelectronics

van Doremaele, E. R. W., Gkoupidenis, P., & van de Burgt, Y. (2019) · Journal of Materials Chemistry C · doi:10.1039/c9tc03247a · Cited by 79 · see citing works

Biodegradable Materials for Transient Organic Transistors

Stephen, M., Nawaz, A., Lee, S. Y., Sonar, P. M., & Leong, W. L. (2022) · Advanced Functional Materials · doi:10.1002/adfm.202208521 · Cited by 76 · see citing works

Two-Terminal Lithium-Mediated Artificial Synapses with Enhanced Weight Modulation for Feasible Hardware Neural Networks

Baek, J. H., Kwak, K. J., Kim, S. J., Kim, J., Kim, J. Y., Im, I. H., Lee, S., Kang, K., & Jang, H. W. (2023) · Nano-Micro Letters · doi:10.1007/s40820-023-01035-3 · Cited by 78 · see citing works

Thin-film transistors for emerging neuromorphic electronics: fundamentals, materials, and pattern recognition

Wang, C., Li, Y., Wang, Y., Xu, X., Fu, M., Liu, Y., Lin, Z., Ling, H., Gkoupidenis, P., Yi, M., et al. (2021) · Journal of Materials Chemistry C · doi:10.1039/d1tc01660a · Cited by 78 · see citing works

The effect of residual palladium on the performance of organic electrochemical transistors

Griggs, S., Marks, A., Meli, D., Rebetez, G., Bardagot, O., Paulsen, B. D., Hu, C., Weaver, K. L., Nugraha, M. I., Schafer, E. A., et al. (2022) · Nature Communications · doi:10.1038/s41467-022-35573-y · Cited by 76 · see citing works

Observation of Resistive Switching Behavior in Crossbar Core–Shell Ni/NiO Nanowires Memristor

Ting, Y.-H., Chen, J.-Y., Huang, C., Huang, T., Hsieh, C., & Wu, W. (2017) · Small · doi:10.1002/smll.201703153 · Cited by 76 · see citing works

Gate-Tunable Synaptic Dynamics of Ferroelectric-Coupled Carbon-Nanotube Transistors

Choi, Y., Kim, J. H., Qian, C., Kang, J., Hersam, M. C., Park, J., & Cho, J. H. (2019) · ACS Applied Materials & Interfaces · doi:10.1021/acsami.9b17742 · Cited by 72 · see citing works

Two-terminal artificial synapse with hybrid organic–inorganic perovskite (CH3NH3)PbI3 and low operating power energy (∼47 fJ/μm2)

Ku, B., Koo, B., Sokolov, A., Ko, M., & Choi, C. (2020) · Journal of Alloys and Compounds · doi:10.1016/j.jallcom.2020.155064 · Cited by 58 · see citing works

Multimodal Tuning of Synaptic Plasticity Using Persistent Luminescent Memitters

Bian, H., Qin, X., Wu, Y. H., Yi, Z., Liu, S., Wang, Y., Brites, C. D. S., Carlos, L. D., & Liu, X. (2021) · Advanced Materials · doi:10.1002/adma.202101895 · Cited by 69 · see citing works

Recent developments in the state-of-the-art optoelectronic synaptic devices based on 2D materials: a review

Jana, R., Ghosh, S., Bhunia, R., & Chowdhury, A. (2024) · Journal of Materials Chemistry C · doi:10.1039/d4tc00371c · Cited by 69 · see citing works

Emulating homeoplasticity phenomena with organic electrochemical devices

Koutsouras, D. A., Malliaras, G. G., & Gkoupidenis, P. (2018) · MRS Communications · doi:10.1557/mrc.2018.53 · Cited by 23 · see citing works

Functional connectivity of organic neuromorphic devices by global voltage oscillations

Malliaras, G. G., et al. (n.d.) · Cambridge University Engineering Department Publications Database

Biological plausibility in organic neuromorphic devices: from global phenomena to synchronization functions (Conference Presentation)

Gkoupidenis, P. (2019) · doi:10.1117/12.2526392

Synaptic devices with sodium alginate ionic gel gating for global regulation

Liu, Y., Feng, G., Zhu, Q., Xu, Y., Hao, S., Qu, K., Tian, B., & Duan, C. (2024) · Journal of Applied Physics · doi:10.1063/5.0190913 · Cited by 7 · see citing works

Neuromorphic devices based on organic mixed conductors (Conference Presentation)

Gkoupidenis, P., Koutsouras, D. A., & Malliaras, G. G. (2018) · Organic and Hybrid Sensors and Bioelectronics · doi:10.1117/12.2320100