Polarity-dependent memory switching effects in the Ti/CdxPb1-xS/Ag system
Open accessAbstract
Polarity-dependent memory switching has been observed in the system Ti/Cd x Pb 1-x S/Ag for x=0.575 to 0.895. The material Cd x Pb 1-x S prepared by a chemical bath deposition technique, possessed excess Cd and Pb clusters. A polyfilamentary model based on whisker growth due to the aggregation of Cd, Pb and Ag (arising from the electrode interface) has been suggested to explain the memory switching characteristics in our system. The 'growth' of filamentary whiskers followed by their 'rupture' at higher injection currents due to Joule heating is assumed to give rise to the switching action.
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Written from the paper’s full text.
TL;DR
The Ti/CdxPb1-xS/Ag planar device shows polarity-dependent memory switching, with ON and OFF states retained for days and reversed only by changing the applied polarity. The behavior is attributed to formation and rupture of metallic filaments in unintentionally grown interfacial oxide layers.
Key findings
- For CdxPb1-xS compositions with x below 1, the device exhibits memory-type switching in both polarities; pure CdS (x = 1) showed no switching and only a monotonic current increase with voltage.
- Initial I-V cycling produces both current-controlled and voltage-controlled negative-resistance thresholds; after 20–30 cycles, thresholds stabilize and only VCNR-type, figure-eight-like switching remains.
- Low-current operation below about 5 mA and up to roughly 0.8 V is diode-like; higher currents cause instabilities and switching. ON/OFF states persist for days and require reverse polarity to toggle.
- The proposed mechanism is a polyfilamentary model: Ag from the electrode and excess Cd/Pb in the film grow filaments, giving CCNR switching, while Joule-heating-induced filament rupture gives VCNR switching.
Methods
- CdxPb1-xS films were deposited on cleaned Ti substrates by chemical bath deposition using CdSO4, thiourea, Pb(NO3)2, and NH4OH; film thickness was about 2.0 µm with roughly ±0.3 µm surface variation. Ag dots about 2 mm in diameter were vacuum-evaporated, and Cu wire was attached with silver paste and epoxy.
- I-V characteristics were measured with a regulated DC supply and a 10 kΩ helipot for polarity reversal; current was measured as a voltage across a calibrating resistor, and voltage/current were recorded on an X-Y recorder.
- The switching behavior was interpreted using an MIS/MSM band-diagram picture and a polyfilamentary forming/rupture model, supported by prior characterization of excess Cd/Pb and n-type conduction in the films.
Limitations
- Stated: the unintentionally grown oxide layers were not directly measured and were estimated as less than 50 Å; electrode contact definition complicates interpretation; the forming mechanism is described as closer to conjecture than an established process.
- Stated: asymmetry in ON/OFF states across polarities is attributed to different barrier heights for Ti and Ag.
- Evident: filament growth and rupture are inferred qualitatively without direct filament imaging; the text reports different composition ranges in the abstract and results, limiting certainty about the exact switching composition window.
Model-written summary. Check it against the paper before relying on it.
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Cites
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Claims the paper makes
1 of 7 cited sources checked · 0 supported · 0 flagged · accuracy not yet measured
- Premisecitation
The CdxPb1-xS material produced by chemical bath deposition contained excess Cd and Pb clusters.
“The material CdxPbl_,S prepared by a chemical bath deposition technique; possessed excess Cd and Pb clusters.”
- Also stated in: § 3. Results and discussion · boosted
“As discussed in section 1, the semiconductor Cd,Pbl-,S (x = 0.575) invariably possessed Cd and Pb metallic excess as evidence by optical microscopy, XRD, EDAX and optical absorption studies reported earlier by us [29].”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [29] Upadhyaya H M, 1994, J. Mater. Sci. source
Semantic Scholar returned no full-text snippets for Upadhyaya and Chandra (1994) across two queries, so the claim about excess Cd and Pb clusters cannot be checked against the cited paper. A different paper, “Morphological and structural features of the CdxPb1−xS films obtained by CBD from ethylenediamine-citrate bath,” has a 0.716-score match about excess cadmium associated with amorphous CdS, but it does not report excess Cd and Pb clusters. That partial match is insufficient to confirm the claim or establish misattribution. (LLM, conf=0.68)
Experimental — accuracy not yet measured
- Also stated in: § 3. Results and discussion · boosted
- Findingown data
Initial I-V shows both CCNR and VCNR type switching.
“The initial I-V shows both CCNR and VCNR type switching.”
Quote in the paperSubstantial claim - Findingown data
For x = 1 (pure CdS), no switching behavior was seen.
“For x = 1 (i.e. for pure CdS), no switching behaviour was seen and there is a monotonic increase of current with voltage in both the polarities.”
Quote in the paperSubstantial claim - Findingown data
A reverse-polarity voltage is required to change the device's memory state.
“In order to change the memory states, a reverse polarity voltage has to be applied (taking the device from the first to the third quadrant of I-V characteristics or vice versa).”
- Also stated in: § 4. Conclusion · plain
“The two stable states (OFF and ON) are found to occur at both polarities and the reversal of states OFF to ON and vice versa takes place only when the polarity of the potential applied to the device is changed.”
Quote in the paperSubstantial claim - Also stated in: § 4. Conclusion · plain
- Findingown data
The device exhibited memory-type switching in both polarities after multiple I-V cycles.
“The device with the configuration described above showed memory-type switching in both polarities after passing through multiple I-V cycling.”
Quote in the paperSubstantial claim
- Findingown data
Similar switching behavior was obtained for x = 0.845, 0.935, 0.955, and 0.985.
“(v) The plots given in figure 3 are for Cd,Pbl-,S with x = 0.575.Similar behaviour was obtained for other values of x = 0.845, 0.935, 0.955 and 0.985.”
Quote in the paperSubstantial claim - Findingown data
The Ti/CdxPb1-xS/Ag system shows polarity-dependent memory switching for x values between 0.575 and 0.895.
“Polarity-dependent memory switching has been observed in the system TilCd,Pbl-,SIAg for x = 0.575 to 0.895.”
Quote in the paperSubstantial claim - Findingown data
The Cd,Pb1-xS films are n-type.
“The nature of the majority carriers in our Cd,Pbl-,S films and the donor density (ND -~m -~j was obtained by Mott-Schottky plot studies (C-' versus V ) at the Cd,Pbl-,S/S2-, Siinterface 130j.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [30] Upadhyaya H M, 1992
Not checked in the free run.
- Findingreasoning
The final switching I-V behavior is only due to VCNR type (OABCO or OA'B'C'O in reverse polarity), the typical final figure-of-eight switching obtained experimentally.
“The final switching I-V behaviour is only due to V C M type given as OABCO (or OA'B'C'O in reverse polarity) in figure 4(d).This is the typical final 'figure of eight' type switching obtained experimentally by us.”
- Also stated in: § 4. Conclusion · plain
“But after multiple I-I/ cycling, only VCNR type switching, is retained.”
Quote in the paperSubstantial claim - Also stated in: § 4. Conclusion · plain
- Findingown data
For x = 1 (pure CdS), current increases monotonically with voltage in both polarities.
“For x = 1 (i.e. for pure CdS), no switching behaviour was seen and there is a monotonic increase of current with voltage in both the polarities.”
Quote in the paperSubstantial claim - Findingown data
The Ti/Cd,Pb1-xS/Ag structure shows switching behavior as studied by I-V measurements.
“The TilCd,Pbl-,SIAg structure shows switching behaviour as studied by I-V measurements.”
Quote in the paperSubstantial claim - Findingown data
After many I-V cycles, a single threshold is observed in both polarities (Vm1 and Vm2, with Vm1 < Vm2).
“(ii) At a later stage after undergoing many I-V cycles (see figure 3(d)) instead of two initial thresholds, a single threshold is observed in both the polarities represented as Vml and Vmz (where Vnl < V m ) .”
Quote in the paperSubstantial claim - Interpretationcitation
The initial CCNR switching observed can be explained by growth of filaments showing an ohmic conduction path.
“The initial current-controlled (region OFIF',) negative resistance (CCNR) type switching observed by us (figure 3(c)j can be explained on the basis of the growth of filaments showing an ohmic conduction path 1411.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [41] Dearnaley G, 1970, J. Non-Cryst. Solids source
Not checked in the free run.
- Interpretationown data
The final stable switching behavior (figure-of-eight type) is interpreted as the MIS structure being fully formed and then ruptured.
“The final stage of stable switching behaviour ('figure of eight' type) is interpreted in terms of the MIS structure having been fully 'formed' and then 'ruptured' (see figures 4(c) and (d)).”
Quote in the paperSubstantial claim- The authors state this as an assumption: Unintentionally grown oxide insulating layers I1 and I2 exist at both metal-semiconductor interfaces.
- The authors state this as an assumption: The growth of filamentary whiskers followed by their rupture at higher injection currents due to Joule heating gives rise to the switching action.
- Premisecitation
Whisker growth of Ag, Pb, and Cd has been shown to be highly viable in electrodeposition experiments.
“Whisker growth of Ag, Pb and Cd has been shown to be highly viable in electrodeposition experiments [52].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [52] Pandey R K, 1994
Not checked in the free run.
- Interpretationcitation
The forming process can be explained by formation of metallic filaments through the insulating layer from the metal end making electrical contacts through the bulk.
“The forming process can be explained by considering the formation of metallic filaments through the insulating layer arising from the metal end making electrical contacts through the bulk of the material.This is known as the 'polyfilamentary model of conduction ' [41,42].”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [41] Dearnaley G, 1970, J. Non-Cryst. Solids source
Not checked in the free run.
- cites [42] Dearnaley G, 1970, Rep. Prog. Phys. source
Not checked in the free run.
- The authors state this as an assumption: Unintentionally grown oxide insulating layers I1 and I2 exist at both metal-semiconductor interfaces.
- Interpretationreasoning
The rupture of filaments results in VCNR type switching behavior.
“This is followed by the 'rupture' of filaments resulting in VCNR type switching behaviour (region q ( I ) C l @ F;(EjCIO tic in figure S(cjj.”
Quote in the paperSubstantial claim- The authors state this as an assumption: The growth of filamentary whiskers followed by their rupture at higher injection currents due to Joule heating gives rise to the switching action.
- Interpretationreasoning
The figure-of-eight is not quite symmetrical because band bending at the two junctions may differ due to different work functions of Ti and Ag.
“The figure of eight is not quite symmetrical because the band bending at the two MIIIS and Mz1z.S junctions may not be same due to different work functions of Ti and Ag used as M I and Mz”
- Also stated in: § 4. Conclusion · hedged
“There is an apparent asymmetry in the OFF or ON states in the two polarities which may be associated with the differences in the barrier heights at the two iunctions because of the different barrier heightsof Ti and Ag.”
Quote in the paperNot a substantial claim - Also stated in: § 4. Conclusion · hedged
- Interpretationown data
The initial stages of I-V cycling are explained by a forming process at the two back-to-back MIS structures.
“The experimental results of the initial stages of I-V cycling have been explained on the basis of a 'forming process' taking place at the two MIIIS and M&S structures back to back (see figures 4(a) and (b)).”
Quote in the paperSubstantial claim- The authors state this as an assumption: Unintentionally grown oxide insulating layers I1 and I2 exist at both metal-semiconductor interfaces.
- Interpretationnone given
A polyfilamentary model in which whisker growth arises from aggregation of Cd, Pb, and Ag at the electrode interface accounts for the memory switching characteristics.
“A polyfilamentary model based on whisker growth due to the aggregation of Cd, Pb and Ag (arising from the electrode interface) has been suggested to explain the memory switching characteristics in our system.”
- Also stated in: § 4. Conclusion · plain
“The switching behaviour has been explained on the basis of a polyfilamentary model of 'forming' and 'rupture' which give different conductivity states.”
Quote in the paperSubstantial claim- The authors state this as an assumption: The growth of filamentary whiskers followed by their rupture at higher injection currents due to Joule heating gives rise to the switching action.
- Also stated in: § 4. Conclusion · plain
- Interpretationcitation
The unintentionally grown insulating layers are estimated to be less than 50 Å thick.
“The thickness of the unintentionally grown insulating layers was not directly measured but can be estimated as < 50 A as a generally accepted requirement for obtaining a tunnelling MIS structure with characteristics shown in figures Z(c) and 2(d) [l].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [1] Sze S M, 1981
Not checked in the free run.
- The authors state this as an assumption: Unintentionally grown oxide insulating layers I1 and I2 exist at both metal-semiconductor interfaces.
- Interpretationreasoning
In the Ti/Cd,Pb1-xS/Ag structure, the likely filaments are Ag from the electrode and Pb and Cd from the semiconductor films.
“In our case, the likely filaments are those of Ag arising from the electrode, Pb and Cd arising from the semiconductor Cd,Pbl-,S films which consist of excess metallic Pb”
Quote in the paperSubstantial claim
- May combine two claims. 12
- The quote only partly states this claim. 1
May combine two claims.
Findingown dataInitial I-V cycling shows two thresholds in each polarity for OFF-to-ON and ON-to-OFF, with exact threshold values changing on cycling and not quite symmetrical.
“(i) At the initial stages of I-V c y c h g there are two thresholds in each polarity characterizing respectively OFF to ON and ON to OFF states marked as F, and F; (F2, F; in reverse polarity) in figure 3(c).The exact threshold voltages/currents corresponding to F,, F, and Fz, F; keep changing on cycling.The switching thresholds are not quite symmetrical in either the polarity but the general”
Quote in the paperSubstantial claimThe quote only partly states this claim.
Findingown dataAt currents below 5 mA and voltages below about 0.8 V, the device behaves like a poor diode.
“(i) Figure 3 level (c 0.8 V) so that the current flowing through the device did not exceed 5 mA.The behaviour is typical of a diode (though poor).”
- Also stated in: § 3.1. Mechanistic aspects of switching behaviour · plain
“When the device was cycled, taking the precaution that the current was less than 5 mA, then a typical diode behaviour was obtained with a poor ideality factor.”
Quote in the paperNot a substantial claim- Also stated in: § 3.1. Mechanistic aspects of switching behaviour · plain
May combine two claims.
Findingown dataThe device's ON and OFF states are memory-type and retain their conductivity for about a few days.
“The switching states ON (high conducting) and OFF (low conducting) have been found to be of the 'memory type' showing retention of the respective conductivity states for a long time (-a few days).”
- Also stated in: § 4. Conclusion · plain
“Both the states 'OFF' and 'ON' can be retained for days, which is typical of memory devices.”
Quote in the paperSubstantial claim- Also stated in: § 4. Conclusion · plain
May combine two claims.
FindingreasoningThe CCNR threshold keeps shifting on cycling and ultimately disappears after many cycles.
“As stated earlier, the CCNR threshold keeps on shifting on cycling, ultimately disappearing after many cycles.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataAfter 20-30 cycles, the switching thresholds become stable and the I-V switching is repeatable.
“(iv) After 20-30 cycles, the switching thresholds acquire stable values and the I-V switching is repeatable (figure 3(d)).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataAt currents above 5 mA, the I-V curve becomes unstable and tends not to be diode-like.
“(ii) Figure 3 (b) shows the behaviour when the voltage was increased beyond 0.8 V so that the level of current flowing through the device was > 5 mA.The I-V curve starts showing instabilities and the behaviour at these injection levels has a tendency not to be 'diode like'.”
Quote in the paperNot a substantial claimMay combine two claims.
InterpretationreasoningEach cycle leaves some filaments in the insulating layer, so subsequent cycling shows lower thresholds for CCNR switching.
“Each cycle leaves some filaments in the insulating layer.Therefore, subsequent cycling would show lower thresholds for CCNR switching (figure 4(c')).”
Quote in the paperSubstantial claimMay combine two claims.
InterpretationreasoningOnce each filament bridges the gap between electrodes, electronic conduction begins and Joule heating may occur.
“Once each filament bridges the gap between the electrodes, electronic conduction begins and Joule heating may occur.”
Quote in the paperSubstantial claimMay combine two claims.
InterpretationreasoningThe poor ideality factor is expected because two depletion layers exist on either side, and when one junction is forward biased the other is reverse biased.
“The poor ideality factor is expected because of the presence of two depletion layers on either side.When one junction is getting forward biased, the other becomes reverse biased and hence the currents in both the oolarities would not be much”
Quote in the paperNot a substantial claimMay combine two claims.
InterpretationreasoningAs bias increases, filaments grow, and some from either side may become long enough to drastically reduce the effective path in the insulator, giving increased current or a high-conductivity state (CCNR switching).
“As V increases, the filaments grow further and further as shown in figure 4(c).Some of the filaments growing from either side may become so long that the effective path in the insulator is drastically reduced (giving rise to increased current or a high-conductivity state).This is CCNR type switching shown in figure 4(c').”
Quote in the paperSubstantial claimMay combine two claims.
Interpretationnone givenAt low currents, MS and MIS behavior cannot be distinguished, so the diode behavior can be understood as either MS or MIS junctions at the two sides.
“This can be understood either in terms of MS or MIS (where I is an unintentionally grown insulating layer) junction formed at the two sides as shown in the figure 2(a), because MS and MIS behaviour at low currents cannot different.”
Quote in the paperNot a substantial claim- The authors state this as an assumption: Unintentionally grown oxide insulating layers I1 and I2 exist at both metal-semiconductor interfaces.
May combine two claims.
InterpretationreasoningIf voltage is increased further, filaments may rupture and the device may go to a low-conductivity state (VCNR switching).
“If the voltage is increased further, then, for reasons described earlier, the filaments may rupture as shown in figure 4(d) and the device may go again to a low-conductivity state which is the VCNR type of switching.”
Quote in the paperSubstantial claim- The authors state this as an assumption: The growth of filamentary whiskers followed by their rupture at higher injection currents due to Joule heating gives rise to the switching action.
May combine two claims.
InterpretationreasoningFilaments may fracture and cease to contribute to conduction, and can re-form under suitable conditions.
“The filaments may fracture and cease to contribute to the conduction and can also re-form under suitable conditions related to the basic filamentforming process.”
Quote in the paperSubstantial claim
The authors state this as an assumption.
Unintentionally grown oxide insulating layers I1 and I2 exist at both metal-semiconductor interfaces.
“There is always the possibility of the presence of some unintentionally grown oxide insulating layers (1, and 12) on both the metal-semiconductor interfaces giving the following configuration (see figure 2(a)) MI (Ti) 111 ICd,Pbl-,S ILIMZ(Ag).”
“plausible interpretation lies in the assumption of the presence of unintentionally grown insulating layers I, and 12 in which a 'forming process' occurs on voltage cycling which is responsible for the switching thresholds.”
The authors state this as an assumption.
The growth of filamentary whiskers followed by their rupture at higher injection currents due to Joule heating gives rise to the switching action.
“The 'growth' of filamentary whiskers followed by their 'rupture' at higher injection currents due to Joule heating is assumed to give rise to the switching action.”
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?
Similar devices to those in the 2008 claim were already discovered in 1995.
“Similar devices were already discovered in 19958, but those early discoverers do still not think that their devices are real memristors.”
From The Missing Memristor has Not been Found (2015) · cites this paper as [8]
Experimental — accuracy not yet measured
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.
Reported switching compositions exceed the abstract's range
MinorThe abstract limits observed switching to x values no higher than 0.895, but the results report similar switching at x = 0.935, 0.955, and 0.985.
“Polarity-dependent memory switching has been observed in the system TilCd,Pbl-,SIAg for x = 0.575 to 0.895.”
“Similar behaviour was obtained for other values of x = 0.845, 0.935, 0.955 and 0.985.”
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Plasticity in memristive devices for spiking neural networks
Saïghi, S., Mayr, C., Serrano‐Gotarredona, T., Schmidt, H., Lecerf, G., Tomas, J., Grollier, J., Boyn, S., Vincent, A. F., Querlioz, D., et al. (2015) · Frontiers in Neuroscience · doi:10.3389/fnins.2015.00051 · Cited by 250 · see citing works
Perspective on photonic memristive neuromorphic computing
Goi, E., Zhang, Q., Chen, X., Luan, H., & Gu, M. (2020) · PhotoniX · doi:10.1186/s43074-020-0001-6 · Cited by 147 · see citing works
The Missing Memristor has Not been Found
Vongehr, S., & Meng, X. (2015) · Scientific Reports · doi:10.1038/srep11657 · Cited by 131 · see citing works
Nanoscale Electrolytic Switching in Phase‐Change Chalcogenide Films
Pandian, R., Kooi, B. J., Palasantzas, G., et al. (2007) · Advanced Materials · doi:10.1002/adma.200700904 · Cited by 47 · see citing works
Pandian, R., Kooi, B. J., Oosthoek, J. L. M., van den Dool, P., Palasantzas, G., & Pauza, A. (2009) · Applied Physics Letters · doi:10.1063/1.3276272 · Cited by 36 · see citing works
The critical role of materials and device geometry on performance of RRAM and memristor: Review
Shaikh, M. T. A. S., Prasad, C. V., Kim, K. J., & Rim, Y. S. (2025) · Materials Today Physics · doi:10.1016/j.mtphys.2025.101715 · Cited by 20 · see citing works
Solution-based manufacturing of 2D materials for memristive device applications
Nam, K., Kim, G. Y., Rhee, D., Park, H., Jariwala, D., & Kang, J. (2025) · International Journal of Extreme Manufacturing · doi:10.1088/2631-7990/add634 · Cited by 15 · see citing works
On the Discovery of a Polarity-Dependent Memory Switch and/or Memristor (Memory Resistor)
Chandra, S. (2010) · IETE Technical Review · doi:10.4103/0256-4602.60170 · Cited by 9 · see citing works
Self-citationVongehr, S. (2012) · arXiv (Cornell University) · doi:10.48550/arxiv.1205.6129 · Cited by 6 · see citing works
Williams, R. S. (2010) · IETE Technical Review · doi:10.4103/0256-4602.60171 · Cited by 3 · see citing works
- Authors
- Upadhyaya, H. M., & Chandra, S.
- Affiliations
- Banaras Hindu University (IN)
- ORCID
- Upadhyaya, H M
- Venue
- Semiconductor Science and Technology
- Publisher
- IOP Publishing
- Published
- 1995-03-01
- Volume
- 10
- Issue
- 3
- Pages
- 332-338
- ISSN
- 0268-1242 (ISSN-L)
- 1361-6641
- OpenAlex
- W1989325272
- Semantic Scholar
- 402f8ae210fb5613797ef659ce96e89abe9db25e
- Cited by
- 10
- References
- 41
- Citations by year
- 2025: 2 · 2020: 1 · 2015: 2 · 2012: 1
- FWCI
- 0.00
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- Semiconductor Science and Technology (publishedVersion)
- Topics
- Physical Sciences › Engineering › Electrical and Electronic Engineering › Advanced Memory and Neural Computing
- Physical Sciences › Materials Science › Materials Chemistry › Phase-change materials and chalcogenides
- Physical Sciences › Engineering › Electrical and Electronic Engineering › Ferroelectric and Negative Capacitance Devices
- Keywords
- memory switching, chemical bath deposition, whisker growth, Joule heating, electrode interface
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Claims read by deepseek-v4.1-flash under definition version 3 (extract-v3) on 2026-09-29.
Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-09-29.
Cited sources are checked by gpt-6-sol.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
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