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For: Pereira U, Brunel N. Attractor Dynamics in Networks with Learning Rules Inferred from In Vivo Data. Neuron 2018;99:227-238.e4. [PMID: 29909997 PMCID: PMC6091895 DOI: 10.1016/j.neuron.2018.05.038] [Citation(s) in RCA: 33] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2017] [Revised: 04/08/2018] [Accepted: 05/23/2018] [Indexed: 01/12/2023]
Number Cited by Other Article(s)
1
Gillett M, Brunel N. Dynamic control of sequential retrieval speed in networks with heterogeneous learning rules. eLife 2024;12:RP88805. [PMID: 39197099 PMCID: PMC11357343 DOI: 10.7554/elife.88805] [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: 08/30/2024]  Open
2
Rostami V, Rost T, Schmitt FJ, van Albada SJ, Riehle A, Nawrot MP. Spiking attractor model of motor cortex explains modulation of neural and behavioral variability by prior target information. Nat Commun 2024;15:6304. [PMID: 39060243 PMCID: PMC11282312 DOI: 10.1038/s41467-024-49889-4] [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: 03/29/2022] [Accepted: 06/19/2024] [Indexed: 07/28/2024]  Open
3
Choucry A, Nomoto M, Inokuchi K. Engram mechanisms of memory linking and identity. Nat Rev Neurosci 2024;25:375-392. [PMID: 38664582 DOI: 10.1038/s41583-024-00814-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/25/2024] [Indexed: 05/25/2024]
4
She L, Benna MK, Shi Y, Fusi S, Tsao DY. Temporal multiplexing of perception and memory codes in IT cortex. Nature 2024;629:861-868. [PMID: 38750353 PMCID: PMC11111405 DOI: 10.1038/s41586-024-07349-5] [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: 03/19/2021] [Accepted: 03/25/2024] [Indexed: 05/24/2024]
5
Pereira-Obilinovic U, Hou H, Svoboda K, Wang XJ. Brain mechanism of foraging: Reward-dependent synaptic plasticity versus neural integration of values. Proc Natl Acad Sci U S A 2024;121:e2318521121. [PMID: 38551832 PMCID: PMC10998608 DOI: 10.1073/pnas.2318521121] [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: 11/01/2023] [Accepted: 01/16/2024] [Indexed: 04/02/2024]  Open
6
Gosti G, Milanetti E, Folli V, de Pasquale F, Leonetti M, Corbetta M, Ruocco G, Della Penna S. A recurrent Hopfield network for estimating meso-scale effective connectivity in MEG. Neural Netw 2024;170:72-93. [PMID: 37977091 DOI: 10.1016/j.neunet.2023.11.027] [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: 02/17/2023] [Revised: 11/07/2023] [Accepted: 11/09/2023] [Indexed: 11/19/2023]
7
Gastaldi C, Gerstner W. A Computational Framework for Memory Engrams. ADVANCES IN NEUROBIOLOGY 2024;38:237-257. [PMID: 39008019 DOI: 10.1007/978-3-031-62983-9_13] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/16/2024]
8
Boscaglia M, Gastaldi C, Gerstner W, Quian Quiroga R. A dynamic attractor network model of memory formation, reinforcement and forgetting. PLoS Comput Biol 2023;19:e1011727. [PMID: 38117859 PMCID: PMC10766193 DOI: 10.1371/journal.pcbi.1011727] [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: 04/07/2023] [Revised: 01/04/2024] [Accepted: 12/02/2023] [Indexed: 12/22/2023]  Open
9
Cimeša L, Ciric L, Ostojic S. Geometry of population activity in spiking networks with low-rank structure. PLoS Comput Biol 2023;19:e1011315. [PMID: 37549194 PMCID: PMC10461857 DOI: 10.1371/journal.pcbi.1011315] [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: 11/25/2022] [Revised: 08/28/2023] [Accepted: 06/27/2023] [Indexed: 08/09/2023]  Open
10
Levenstein D, Okun M. Logarithmically scaled, gamma distributed neuronal spiking. J Physiol 2023;601:3055-3069. [PMID: 36086892 PMCID: PMC10952267 DOI: 10.1113/jp282758] [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: 05/09/2022] [Accepted: 07/28/2022] [Indexed: 11/08/2022]  Open
11
Clusella P, Köksal-Ersöz E, Garcia-Ojalvo J, Ruffini G. Comparison between an exact and a heuristic neural mass model with second-order synapses. BIOLOGICAL CYBERNETICS 2023;117:5-19. [PMID: 36454267 PMCID: PMC10160168 DOI: 10.1007/s00422-022-00952-7] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/14/2022] [Accepted: 10/23/2022] [Indexed: 05/05/2023]
12
Beiran M, Meirhaeghe N, Sohn H, Jazayeri M, Ostojic S. Parametric control of flexible timing through low-dimensional neural manifolds. Neuron 2023;111:739-753.e8. [PMID: 36640766 PMCID: PMC9992137 DOI: 10.1016/j.neuron.2022.12.016] [Citation(s) in RCA: 13] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2021] [Revised: 09/23/2022] [Accepted: 12/08/2022] [Indexed: 01/15/2023]
13
Goldt S, Krzakala F, Zdeborová L, Brunel N. Bayesian reconstruction of memories stored in neural networks from their connectivity. PLoS Comput Biol 2023;19:e1010813. [PMID: 36716332 PMCID: PMC9910750 DOI: 10.1371/journal.pcbi.1010813] [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: 05/06/2021] [Revised: 02/09/2023] [Accepted: 12/12/2022] [Indexed: 02/01/2023]  Open
14
Shao Y, Ostojic S. Relating local connectivity and global dynamics in recurrent excitatory-inhibitory networks. PLoS Comput Biol 2023;19:e1010855. [PMID: 36689488 PMCID: PMC9894562 DOI: 10.1371/journal.pcbi.1010855] [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: 08/29/2022] [Revised: 02/02/2023] [Accepted: 01/06/2023] [Indexed: 01/24/2023]  Open
15
Wang B, Aljadeff J. Multiplicative Shot-Noise: A New Route to Stability of Plastic Networks. PHYSICAL REVIEW LETTERS 2022;129:068101. [PMID: 36018633 DOI: 10.1103/physrevlett.129.068101] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/21/2022] [Accepted: 06/30/2022] [Indexed: 06/15/2023]
16
Herbert E, Ostojic S. The impact of sparsity in low-rank recurrent neural networks. PLoS Comput Biol 2022;18:e1010426. [PMID: 35944030 PMCID: PMC9390915 DOI: 10.1371/journal.pcbi.1010426] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2022] [Revised: 08/19/2022] [Accepted: 07/22/2022] [Indexed: 11/18/2022]  Open
17
Valente A, Ostojic S, Pillow J. Probing the Relationship Between Latent Linear Dynamical Systems and Low-Rank Recurrent Neural Network Models. Neural Comput 2022;34:1871-1892. [PMID: 35896161 DOI: 10.1162/neco_a_01522] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2021] [Accepted: 04/15/2022] [Indexed: 11/04/2022]
18
Masset P, Qin S, Zavatone-Veth JA. Drifting neuronal representations: Bug or feature? BIOLOGICAL CYBERNETICS 2022;116:253-266. [PMID: 34993613 DOI: 10.1007/s00422-021-00916-3] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/25/2021] [Accepted: 11/17/2021] [Indexed: 06/14/2023]
19
Bing Z, Sewisy AE, Zhuang G, Walter F, Morin FO, Huang K, Knoll A. Toward Cognitive Navigation: Design and Implementation of a Biologically Inspired Head Direction Cell Network. IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS 2022;33:2147-2158. [PMID: 34860654 DOI: 10.1109/tnnls.2021.3128380] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/13/2023]
20
Metastable attractors explain the variable timing of stable behavioral action sequences. Neuron 2022;110:139-153.e9. [PMID: 34717794 PMCID: PMC9194601 DOI: 10.1016/j.neuron.2021.10.011] [Citation(s) in RCA: 20] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2021] [Revised: 08/30/2021] [Accepted: 10/05/2021] [Indexed: 01/07/2023]
21
Krishnamurthy K, Can T, Schwab DJ. Theory of Gating in Recurrent Neural Networks. PHYSICAL REVIEW. X 2022;12:011011. [PMID: 36545030 PMCID: PMC9762509 DOI: 10.1103/physrevx.12.011011] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
22
Gastaldi C, Schwalger T, De Falco E, Quiroga RQ, Gerstner W. When shared concept cells support associations: Theory of overlapping memory engrams. PLoS Comput Biol 2021;17:e1009691. [PMID: 34968383 PMCID: PMC8754331 DOI: 10.1371/journal.pcbi.1009691] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2021] [Revised: 01/12/2022] [Accepted: 11/29/2021] [Indexed: 12/02/2022]  Open
23
Trial-to-Trial Variability of Spiking Delay Activity in Prefrontal Cortex Constrains Burst-Coding Models of Working Memory. J Neurosci 2021;41:8928-8945. [PMID: 34551937 DOI: 10.1523/jneurosci.0167-21.2021] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2021] [Revised: 08/17/2021] [Accepted: 08/29/2021] [Indexed: 11/21/2022]  Open
24
Pietras B, Gallice N, Schwalger T. Low-dimensional firing-rate dynamics for populations of renewal-type spiking neurons. Phys Rev E 2021;102:022407. [PMID: 32942450 DOI: 10.1103/physreve.102.022407] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2020] [Accepted: 06/29/2020] [Indexed: 11/07/2022]
25
Aljadeff J, Gillett M, Pereira Obilinovic U, Brunel N. From synapse to network: models of information storage and retrieval in neural circuits. Curr Opin Neurobiol 2021;70:24-33. [PMID: 34175521 DOI: 10.1016/j.conb.2021.05.005] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2021] [Revised: 05/06/2021] [Accepted: 05/25/2021] [Indexed: 10/21/2022]
26
Wyrick D, Mazzucato L. State-Dependent Regulation of Cortical Processing Speed via Gain Modulation. J Neurosci 2021;41:3988-4005. [PMID: 33858943 PMCID: PMC8176754 DOI: 10.1523/jneurosci.1895-20.2021] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2020] [Revised: 03/04/2021] [Accepted: 03/08/2021] [Indexed: 11/21/2022]  Open
27
Hebbian learning revisited and its inference underlying cognitive function. Curr Opin Behav Sci 2021. [DOI: 10.1016/j.cobeha.2021.02.006] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
28
Schönsberg F, Roudi Y, Treves A. Efficiency of Local Learning Rules in Threshold-Linear Associative Networks. PHYSICAL REVIEW LETTERS 2021;126:018301. [PMID: 33480759 DOI: 10.1103/physrevlett.126.018301] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/30/2020] [Revised: 12/10/2020] [Accepted: 12/11/2020] [Indexed: 06/12/2023]
29
Characteristics of sequential activity in networks with temporally asymmetric Hebbian learning. Proc Natl Acad Sci U S A 2020;117:29948-29958. [PMID: 33177232 PMCID: PMC7703604 DOI: 10.1073/pnas.1918674117] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]  Open
30
Natale JL, Hentschel HGE, Nemenman I. Precise spatial memory in local random networks. Phys Rev E 2020;102:022405. [PMID: 32942429 DOI: 10.1103/physreve.102.022405] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2019] [Accepted: 06/16/2020] [Indexed: 11/07/2022]
31
Sampath S, Srivastava V. On stability and associative recall of memories in attractor neural networks. PLoS One 2020;15:e0238054. [PMID: 32941475 PMCID: PMC7498056 DOI: 10.1371/journal.pone.0238054] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2020] [Accepted: 08/10/2020] [Indexed: 11/21/2022]  Open
32
The Generation of Time in the Hippocampal Memory System. Cell Rep 2020;28:1649-1658.e6. [PMID: 31412236 DOI: 10.1016/j.celrep.2019.07.042] [Citation(s) in RCA: 40] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2019] [Revised: 05/30/2019] [Accepted: 07/14/2019] [Indexed: 11/21/2022]  Open
33
Ocker GK, Buice MA. Flexible neural connectivity under constraints on total connection strength. PLoS Comput Biol 2020;16:e1008080. [PMID: 32745134 PMCID: PMC7425997 DOI: 10.1371/journal.pcbi.1008080] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2019] [Revised: 08/13/2020] [Accepted: 06/19/2020] [Indexed: 12/23/2022]  Open
34
Bachmann C, Tetzlaff T, Duarte R, Morrison A. Firing rate homeostasis counteracts changes in stability of recurrent neural networks caused by synapse loss in Alzheimer's disease. PLoS Comput Biol 2020;16:e1007790. [PMID: 32841234 PMCID: PMC7505475 DOI: 10.1371/journal.pcbi.1007790] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2019] [Revised: 09/21/2020] [Accepted: 03/17/2020] [Indexed: 11/19/2022]  Open
35
Pereira U, Brunel N. Unsupervised Learning of Persistent and Sequential Activity. Front Comput Neurosci 2020;13:97. [PMID: 32009924 PMCID: PMC6978734 DOI: 10.3389/fncom.2019.00097] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2018] [Accepted: 12/23/2019] [Indexed: 11/25/2022]  Open
36
Schwalger T, Chizhov AV. Mind the last spike - firing rate models for mesoscopic populations of spiking neurons. Curr Opin Neurobiol 2019;58:155-166. [PMID: 31590003 DOI: 10.1016/j.conb.2019.08.003] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2019] [Accepted: 08/25/2019] [Indexed: 02/07/2023]
37
Lim S. Mechanisms underlying sharpening of visual response dynamics with familiarity. eLife 2019;8:44098. [PMID: 31393260 PMCID: PMC6711664 DOI: 10.7554/elife.44098] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2018] [Accepted: 08/07/2019] [Indexed: 12/03/2022]  Open
38
Muscinelli SP, Gerstner W, Schwalger T. How single neuron properties shape chaotic dynamics and signal transmission in random neural networks. PLoS Comput Biol 2019;15:e1007122. [PMID: 31181063 PMCID: PMC6586367 DOI: 10.1371/journal.pcbi.1007122] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2019] [Revised: 06/20/2019] [Accepted: 05/22/2019] [Indexed: 02/07/2023]  Open
39
Llera-Montero M, Sacramento J, Costa RP. Computational roles of plastic probabilistic synapses. Curr Opin Neurobiol 2018;54:90-97. [PMID: 30308457 DOI: 10.1016/j.conb.2018.09.002] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2018] [Revised: 07/02/2018] [Accepted: 09/06/2018] [Indexed: 11/18/2022]
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