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For: van Rossum MC, Bi GQ, Turrigiano GG. Stable Hebbian learning from spike timing-dependent plasticity. J Neurosci 2000;20:8812-21. [PMID: 11102489 [PMID: 11102489 DOI: 10.1523/jneurosci.20-23-08812.2000] [Citation(s) in RCA: 369] [Impact Index Per Article: 15.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]  Open
Number Cited by Other Article(s)
1
Ahn H, Kim Y, Seo S, Lee J, Lee S, Oh S, Kim B, Park J, Kang S, Kim Y, Ham A, Lee J, Park D, Kwon S, Lee D, Ryu JE, Shin JC, Sahasrabudhe A, Kim KS, Bae SH, Kang K, Kim J, Oh S, Park JH. Artificial Optoelectronic Synapse Featuring Bidirectional Post-Synaptic Current for Compact and Energy-Efficient Neural Hardware. ADVANCED MATERIALS (DEERFIELD BEACH, FLA.) 2025:e2418582. [PMID: 40434208 DOI: 10.1002/adma.202418582] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/28/2024] [Revised: 03/27/2025] [Indexed: 05/29/2025]
2
Ahmadipour M, Shakib MA, Gao Z, Sarles SA, Lamuta C, Montazami R. Scaled-down ionic liquid-functionalized geopolymer memristors. MATERIALS HORIZONS 2025. [PMID: 40358460 DOI: 10.1039/d5mh00231a] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/15/2025]
3
Confavreux B, Agnes EJ, Zenke F, Sprekeler H, Vogels TP. Balancing complexity, performance and plausibility to meta learn plasticity rules in recurrent spiking networks. PLoS Comput Biol 2025;21:e1012910. [PMID: 40273284 PMCID: PMC12021293 DOI: 10.1371/journal.pcbi.1012910] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2024] [Accepted: 02/25/2025] [Indexed: 04/26/2025]  Open
4
Xu M, Liu F, Hu Y, Li H, Wei Y, Zhong S, Pei J, Deng L. Adaptive Synaptic Scaling in Spiking Networks for Continual Learning and Enhanced Robustness. IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS 2025;36:5151-5165. [PMID: 38536699 DOI: 10.1109/tnnls.2024.3373599] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/06/2025]
5
Devalle F, Roxin A. How plasticity shapes the formation of neuronal assemblies driven by oscillatory and stochastic inputs. J Comput Neurosci 2025;53:9-23. [PMID: 39661297 DOI: 10.1007/s10827-024-00885-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2024] [Revised: 11/21/2024] [Accepted: 11/25/2024] [Indexed: 12/12/2024]
6
Vieth M, Triesch J. Stabilizing sequence learning in stochastic spiking networks with GABA-Modulated STDP. Neural Netw 2025;183:106985. [PMID: 39667218 DOI: 10.1016/j.neunet.2024.106985] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2024] [Revised: 11/11/2024] [Accepted: 11/26/2024] [Indexed: 12/14/2024]
7
Pemberton J, Chadderton P, Costa RP. Cerebellar-driven cortical dynamics can enable task acquisition, switching and consolidation. Nat Commun 2024;15:10913. [PMID: 39738061 PMCID: PMC11686095 DOI: 10.1038/s41467-024-55315-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2024] [Accepted: 12/06/2024] [Indexed: 01/01/2025]  Open
8
Zendrikov D, Paraskevov A. The vitals for steady nucleation maps of spontaneous spiking coherence in autonomous two-dimensional neuronal networks. Neural Netw 2024;180:106589. [PMID: 39217864 DOI: 10.1016/j.neunet.2024.106589] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2024] [Revised: 07/06/2024] [Accepted: 07/28/2024] [Indexed: 09/04/2024]
9
Kappel D, Tetzlaff C. Synapses learn to utilize stochastic pre-synaptic release for the prediction of postsynaptic dynamics. PLoS Comput Biol 2024;20:e1012531. [PMID: 39495714 PMCID: PMC11534197 DOI: 10.1371/journal.pcbi.1012531] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2023] [Accepted: 10/01/2024] [Indexed: 11/06/2024]  Open
10
Sosis B, Rubin JE. Distinct dopaminergic spike-timing-dependent plasticity rules are suited to different functional roles. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.06.24.600372. [PMID: 38979377 PMCID: PMC11230239 DOI: 10.1101/2024.06.24.600372] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/10/2024]
11
Shakhawat AMD, Foltz JG, Nance AB, Bhateja J, Raymond JL. Systemic pharmacological suppression of neural activity reverses learning impairment in a mouse model of Fragile X syndrome. eLife 2024;12:RP92543. [PMID: 38953282 PMCID: PMC11219043 DOI: 10.7554/elife.92543] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/03/2024]  Open
12
Agnes EJ, Vogels TP. Co-dependent excitatory and inhibitory plasticity accounts for quick, stable and long-lasting memories in biological networks. Nat Neurosci 2024;27:964-974. [PMID: 38509348 PMCID: PMC11089004 DOI: 10.1038/s41593-024-01597-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2022] [Accepted: 02/08/2024] [Indexed: 03/22/2024]
13
Albesa-González A, Clopath C. Learning with filopodia and spines: Complementary strong and weak competition lead to specialized, graded, and protected receptive fields. PLoS Comput Biol 2024;20:e1012110. [PMID: 38743789 PMCID: PMC11125506 DOI: 10.1371/journal.pcbi.1012110] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2023] [Revised: 05/24/2024] [Accepted: 04/25/2024] [Indexed: 05/16/2024]  Open
14
Zhou H, Bi GQ, Liu G. Intracellular magnesium optimizes transmission efficiency and plasticity of hippocampal synapses by reconfiguring their connectivity. Nat Commun 2024;15:3406. [PMID: 38649706 PMCID: PMC11035601 DOI: 10.1038/s41467-024-47571-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2023] [Accepted: 04/02/2024] [Indexed: 04/25/2024]  Open
15
Gouda M, Abreu S, Bienstman P. Surrogate gradient learning in spiking networks trained on event-based cytometry dataset. OPTICS EXPRESS 2024;32:16260-16272. [PMID: 38859258 DOI: 10.1364/oe.518323] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/18/2024] [Accepted: 04/03/2024] [Indexed: 06/12/2024]
16
Elliott T. Stability against fluctuations: a two-dimensional study of scaling, bifurcations and spontaneous symmetry breaking in stochastic models of synaptic plasticity. BIOLOGICAL CYBERNETICS 2024;118:39-81. [PMID: 38583095 PMCID: PMC11602831 DOI: 10.1007/s00422-024-00985-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/12/2022] [Accepted: 02/12/2024] [Indexed: 04/08/2024]
17
Lagzi F, Fairhall AL. Emergence of co-tuning in inhibitory neurons as a network phenomenon mediated by randomness, correlations, and homeostatic plasticity. SCIENCE ADVANCES 2024;10:eadi4350. [PMID: 38507489 DOI: 10.1126/sciadv.adi4350] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/26/2023] [Accepted: 02/15/2024] [Indexed: 03/22/2024]
18
Rich MT, Worobey SJ, Mankame S, Pang ZP, Swinford-Jackson SE, Pierce RC. Sex-dependent fear memory impairment in cocaine-sired rat offspring. SCIENCE ADVANCES 2023;9:eadf6039. [PMID: 37851809 PMCID: PMC10584337 DOI: 10.1126/sciadv.adf6039] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/30/2022] [Accepted: 09/14/2023] [Indexed: 10/20/2023]
19
Eggl MF, Chater TE, Petkovic J, Goda Y, Tchumatchenko T. Linking spontaneous and stimulated spine dynamics. Commun Biol 2023;6:930. [PMID: 37696988 PMCID: PMC10495434 DOI: 10.1038/s42003-023-05303-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2023] [Accepted: 08/29/2023] [Indexed: 09/13/2023]  Open
20
Li J, Gong M, Wang X, Fan F, Zhang B. Triphenylamine-Based Helical Polymer for Flexible Memristors. Biomimetics (Basel) 2023;8:391. [PMID: 37754142 PMCID: PMC10526500 DOI: 10.3390/biomimetics8050391] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2023] [Revised: 08/15/2023] [Accepted: 08/24/2023] [Indexed: 09/28/2023]  Open
21
Yiling Y, Shapcott K, Peter A, Klon-Lipok J, Xuhui H, Lazar A, Singer W. Robust encoding of natural stimuli by neuronal response sequences in monkey visual cortex. Nat Commun 2023;14:3021. [PMID: 37231014 DOI: 10.1038/s41467-023-38587-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2022] [Accepted: 05/08/2023] [Indexed: 05/27/2023]  Open
22
Aceituno PV, Farinha MT, Loidl R, Grewe BF. Learning cortical hierarchies with temporal Hebbian updates. Front Comput Neurosci 2023;17:1136010. [PMID: 37293353 PMCID: PMC10244748 DOI: 10.3389/fncom.2023.1136010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2023] [Accepted: 04/25/2023] [Indexed: 06/10/2023]  Open
23
Schmidgall S, Hays J. Meta-SpikePropamine: learning to learn with synaptic plasticity in spiking neural networks. Front Neurosci 2023;17:1183321. [PMID: 37250397 PMCID: PMC10213417 DOI: 10.3389/fnins.2023.1183321] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2023] [Accepted: 04/06/2023] [Indexed: 05/31/2023]  Open
24
Wilmes KA, Clopath C. Dendrites help mitigate the plasticity-stability dilemma. Sci Rep 2023;13:6543. [PMID: 37085642 PMCID: PMC10121616 DOI: 10.1038/s41598-023-32410-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2022] [Accepted: 03/27/2023] [Indexed: 04/23/2023]  Open
25
Research Progress of spiking neural network in image classification: a review. APPL INTELL 2023. [DOI: 10.1007/s10489-023-04553-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/11/2023]
26
Dehghani-Habibabadi M, Pawelzik K. Synaptic self-organization of spatio-temporal pattern selectivity. PLoS Comput Biol 2023;19:e1010876. [PMID: 36780564 PMCID: PMC9977062 DOI: 10.1371/journal.pcbi.1010876] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2022] [Revised: 03/01/2023] [Accepted: 01/17/2023] [Indexed: 02/15/2023]  Open
27
Liu W, Liu X. Pre-stimulus network responses affect information coding in neural variability quenching. Neurocomputing 2023. [DOI: 10.1016/j.neucom.2023.02.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/12/2023]
28
The effects of distractors on brightness perception based on a spiking network. Sci Rep 2023;13:1517. [PMID: 36707550 PMCID: PMC9883501 DOI: 10.1038/s41598-023-28326-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2022] [Accepted: 01/17/2023] [Indexed: 01/28/2023]  Open
29
Sun C, Liu X, Jiang Q, Ye X, Zhu X, Li RW. Emerging electrolyte-gated transistors for neuromorphic perception. SCIENCE AND TECHNOLOGY OF ADVANCED MATERIALS 2023;24:2162325. [PMID: 36684849 PMCID: PMC9848240 DOI: 10.1080/14686996.2022.2162325] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/03/2022] [Revised: 12/18/2022] [Accepted: 12/21/2022] [Indexed: 05/31/2023]
30
KASAI H. Unraveling the mysteries of dendritic spine dynamics: Five key principles shaping memory and cognition. PROCEEDINGS OF THE JAPAN ACADEMY. SERIES B, PHYSICAL AND BIOLOGICAL SCIENCES 2023;99:254-305. [PMID: 37821392 PMCID: PMC10749395 DOI: 10.2183/pjab.99.018] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/13/2023] [Accepted: 07/11/2023] [Indexed: 10/13/2023]
31
Fanselow MS. Negative valence systems: sustained threat and the predatory imminence continuum. Emerg Top Life Sci 2022;6:467-477. [PMID: 36286244 PMCID: PMC9788377 DOI: 10.1042/etls20220003] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2022] [Revised: 07/25/2022] [Accepted: 08/18/2022] [Indexed: 01/09/2023]
32
Dorkenwald S, Turner NL, Macrina T, Lee K, Lu R, Wu J, Bodor AL, Bleckert AA, Brittain D, Kemnitz N, Silversmith WM, Ih D, Zung J, Zlateski A, Tartavull I, Yu SC, Popovych S, Wong W, Castro M, Jordan CS, Wilson AM, Froudarakis E, Buchanan J, Takeno MM, Torres R, Mahalingam G, Collman F, Schneider-Mizell CM, Bumbarger DJ, Li Y, Becker L, Suckow S, Reimer J, Tolias AS, Macarico da Costa N, Reid RC, Seung HS. Binary and analog variation of synapses between cortical pyramidal neurons. eLife 2022;11:e76120. [PMID: 36382887 PMCID: PMC9704804 DOI: 10.7554/elife.76120] [Citation(s) in RCA: 32] [Impact Index Per Article: 10.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2021] [Accepted: 11/15/2022] [Indexed: 11/17/2022]  Open
33
Paradoxical self-sustained dynamics emerge from orchestrated excitatory and inhibitory homeostatic plasticity rules. Proc Natl Acad Sci U S A 2022;119:e2200621119. [PMID: 36251988 PMCID: PMC9618084 DOI: 10.1073/pnas.2200621119] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/03/2022]  Open
34
Garg N, Balafrej I, Stewart TC, Portal JM, Bocquet M, Querlioz D, Drouin D, Rouat J, Beilliard Y, Alibart F. Voltage-dependent synaptic plasticity: Unsupervised probabilistic Hebbian plasticity rule based on neurons membrane potential. Front Neurosci 2022;16:983950. [PMID: 36340782 PMCID: PMC9634260 DOI: 10.3389/fnins.2022.983950] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2022] [Accepted: 09/05/2022] [Indexed: 11/27/2022]  Open
35
Ehsani M, Jost J. Self-organized criticality in a mesoscopic model of excitatory-inhibitory neuronal populations by short-term and long-term synaptic plasticity. Front Comput Neurosci 2022;16:910735. [PMID: 36299476 PMCID: PMC9588946 DOI: 10.3389/fncom.2022.910735] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2022] [Accepted: 09/16/2022] [Indexed: 09/19/2023]  Open
36
Bialas M, Mandziuk J. Spike-Timing-Dependent Plasticity With Activation-Dependent Scaling for Receptive Fields Development. IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS 2022;33:5215-5228. [PMID: 33844634 DOI: 10.1109/tnnls.2021.3069683] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/12/2023]
37
Dorman DB, Blackwell KT. Synaptic Plasticity Is Predicted by Spatiotemporal Firing Rate Patterns and Robust to In Vivo-like Variability. Biomolecules 2022;12:1402. [PMID: 36291612 PMCID: PMC9599115 DOI: 10.3390/biom12101402] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2022] [Revised: 09/13/2022] [Accepted: 09/28/2022] [Indexed: 11/22/2022]  Open
38
Miehl C, Onasch S, Festa D, Gjorgjieva J. Formation and computational implications of assemblies in neural circuits. J Physiol 2022. [PMID: 36068723 DOI: 10.1113/jp282750] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2022] [Accepted: 08/22/2022] [Indexed: 11/08/2022]  Open
39
Chrysanthidis N, Fiebig F, Lansner A, Herman P. Traces of semantization - from episodic to semantic memory in a spiking cortical network model. eNeuro 2022;9:ENEURO.0062-22.2022. [PMID: 35803714 PMCID: PMC9347313 DOI: 10.1523/eneuro.0062-22.2022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2022] [Revised: 05/05/2022] [Accepted: 05/28/2022] [Indexed: 11/21/2022]  Open
40
Albesa-González A, Froc M, Williamson O, Rossum MCWV. Weight dependence in BCM leads to adjustable synaptic competition. J Comput Neurosci 2022;50:431-444. [PMID: 35764852 PMCID: PMC9666303 DOI: 10.1007/s10827-022-00824-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2021] [Revised: 05/15/2022] [Accepted: 06/08/2022] [Indexed: 11/28/2022]
41
Mizusaki BEP, Li SSY, Costa RP, Sjöström PJ. Pre- and postsynaptically expressed spike-timing-dependent plasticity contribute differentially to neuronal learning. PLoS Comput Biol 2022;18:e1009409. [PMID: 35700188 PMCID: PMC9236267 DOI: 10.1371/journal.pcbi.1009409] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2021] [Revised: 06/27/2022] [Accepted: 05/11/2022] [Indexed: 11/18/2022]  Open
42
Anwar H, Caby S, Dura-Bernal S, D’Onofrio D, Hasegan D, Deible M, Grunblatt S, Chadderdon GL, Kerr CC, Lakatos P, Lytton WW, Hazan H, Neymotin SA. Training a spiking neuronal network model of visual-motor cortex to play a virtual racket-ball game using reinforcement learning. PLoS One 2022;17:e0265808. [PMID: 35544518 PMCID: PMC9094569 DOI: 10.1371/journal.pone.0265808] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2021] [Accepted: 03/08/2022] [Indexed: 11/18/2022]  Open
43
Gu J, Lim S. Unsupervised learning for robust working memory. PLoS Comput Biol 2022;18:e1009083. [PMID: 35500033 PMCID: PMC9098088 DOI: 10.1371/journal.pcbi.1009083] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2021] [Revised: 05/12/2022] [Accepted: 03/16/2022] [Indexed: 11/18/2022]  Open
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Sarwat SG, Kersting B, Moraitis T, Jonnalagadda VP, Sebastian A. Phase-change memtransistive synapses for mixed-plasticity neural computations. NATURE NANOTECHNOLOGY 2022;17:507-513. [PMID: 35347271 DOI: 10.1038/s41565-022-01095-3] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/23/2021] [Accepted: 01/12/2022] [Indexed: 06/14/2023]
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Vignoud G, Robert P. Spontaneous dynamics of synaptic weights in stochastic models with pair-based spike-timing-dependent plasticity. Phys Rev E 2022;105:054405. [PMID: 35706237 DOI: 10.1103/physreve.105.054405] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2021] [Accepted: 03/31/2022] [Indexed: 06/15/2023]
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Suen JY, Navlakha S. A feedback control principle common to several biological and engineered systems. J R Soc Interface 2022;19:20210711. [PMID: 35232277 PMCID: PMC8889180 DOI: 10.1098/rsif.2021.0711] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2021] [Accepted: 02/02/2022] [Indexed: 11/12/2022]  Open
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Chakraborty B, Mukhopadhyay S. Characterization of Generalizability of Spike Timing Dependent Plasticity Trained Spiking Neural Networks. Front Neurosci 2021;15:695357. [PMID: 34776837 PMCID: PMC8589121 DOI: 10.3389/fnins.2021.695357] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2021] [Accepted: 09/29/2021] [Indexed: 11/30/2022]  Open
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An autonomous learning mobile robot using biological reward modulate STDP. Neurocomputing 2021. [DOI: 10.1016/j.neucom.2021.06.027] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
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Nishi Y, Nomura K, Marukame T, Mizushima K. Stochastic binary synapses having sigmoidal cumulative distribution functions for unsupervised learning with spike timing-dependent plasticity. Sci Rep 2021;11:18282. [PMID: 34521895 PMCID: PMC8440757 DOI: 10.1038/s41598-021-97583-y] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2021] [Accepted: 08/23/2021] [Indexed: 11/17/2022]  Open
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Nikitin O, Lukyanova O, Kunin A. Constrained plasticity reserve as a natural way to control frequency and weights in spiking neural networks. Neural Netw 2021;143:783-797. [PMID: 34488014 DOI: 10.1016/j.neunet.2021.08.016] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2021] [Revised: 06/14/2021] [Accepted: 08/12/2021] [Indexed: 11/16/2022]
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