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For: Maass W. Searching for principles of brain computation. Curr Opin Behav Sci 2016. [DOI: 10.1016/j.cobeha.2016.06.003] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Number Cited by Other Article(s)
1
D’Amato L, Luca Lancia G, Pezzulo G. The geometry of efficient codes: How rate-distortion trade-offs distort the latent representations of generative models. PLoS Comput Biol 2025;21:e1012952. [PMID: 40354307 PMCID: PMC12068621 DOI: 10.1371/journal.pcbi.1012952] [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: 06/11/2024] [Accepted: 03/11/2025] [Indexed: 05/14/2025]  Open
2
Vidal-Saez MS, Vilarroya O, Garcia-Ojalvo J. Biological computation through recurrence. Biochem Biophys Res Commun 2024;728:150301. [PMID: 38971000 DOI: 10.1016/j.bbrc.2024.150301] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2024] [Accepted: 05/12/2024] [Indexed: 07/08/2024]
3
Xing D, Yang Y, Zhang T, Xu B. A Brain-Inspired Approach for Probabilistic Estimation and Efficient Planning in Precision Physical Interaction. IEEE TRANSACTIONS ON CYBERNETICS 2023;53:6248-6262. [PMID: 35442901 DOI: 10.1109/tcyb.2022.3164750] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
4
Monaco JD, Hwang GM. Neurodynamical Computing at the Information Boundaries of Intelligent Systems. Cognit Comput 2022;16:1-13. [PMID: 39129840 PMCID: PMC11306504 DOI: 10.1007/s12559-022-10081-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2022] [Accepted: 11/15/2022] [Indexed: 12/28/2022]
5
Xing D, Li J, Zhang T, Xu B. A Brain-Inspired Approach for Collision-Free Movement Planning in the Small Operational Space. IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS 2022;33:2094-2105. [PMID: 34520379 DOI: 10.1109/tnnls.2021.3111051] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/13/2023]
6
Richards BA, Lillicrap TP. The Brain-Computer Metaphor Debate Is Useless: A Matter of Semantics. FRONTIERS IN COMPUTER SCIENCE 2022. [DOI: 10.3389/fcomp.2022.810358] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]  Open
7
Fast and energy-efficient neuromorphic deep learning with first-spike times. NAT MACH INTELL 2021. [DOI: 10.1038/s42256-021-00388-x] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
8
Badre D, Bhandari A, Keglovits H, Kikumoto A. The dimensionality of neural representations for control. Curr Opin Behav Sci 2021;38:20-28. [PMID: 32864401 PMCID: PMC7451207 DOI: 10.1016/j.cobeha.2020.07.002] [Citation(s) in RCA: 68] [Impact Index Per Article: 17.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
9
Akbarzadeh-Sherbaf K, Safari S, Vahabie AH. A digital hardware implementation of spiking neural networks with binary FORCE training. Neurocomputing 2020. [DOI: 10.1016/j.neucom.2020.05.044] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
10
Terada Y, Obuchi T, Isomura T, Kabashima Y. Inferring Neuronal Couplings From Spiking Data Using a Systematic Procedure With a Statistical Criterion. Neural Comput 2020;32:2187-2211. [PMID: 32946715 DOI: 10.1162/neco_a_01324] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/30/2023]
11
Seoane LF. Fate of Duplicated Neural Structures. ENTROPY (BASEL, SWITZERLAND) 2020;22:E928. [PMID: 33286697 PMCID: PMC7597184 DOI: 10.3390/e22090928] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/31/2020] [Revised: 08/18/2020] [Accepted: 08/20/2020] [Indexed: 01/25/2023]
12
Maes A, Barahona M, Clopath C. Learning spatiotemporal signals using a recurrent spiking network that discretizes time. PLoS Comput Biol 2020;16:e1007606. [PMID: 31961853 PMCID: PMC7028299 DOI: 10.1371/journal.pcbi.1007606] [Citation(s) in RCA: 27] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2019] [Revised: 02/18/2020] [Accepted: 12/13/2019] [Indexed: 12/15/2022]  Open
13
Rennó-Costa C, Teixeira DG, Soltesz I. Regulation of gamma-frequency oscillation by feedforward inhibition: A computational modeling study. Hippocampus 2019;29:957-970. [PMID: 30990954 PMCID: PMC6744957 DOI: 10.1002/hipo.23093] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2018] [Revised: 03/07/2019] [Accepted: 03/30/2019] [Indexed: 11/05/2022]
14
Dold D, Bytschok I, Kungl AF, Baumbach A, Breitwieser O, Senn W, Schemmel J, Meier K, Petrovici MA. Stochasticity from function - Why the Bayesian brain may need no noise. Neural Netw 2019;119:200-213. [PMID: 31450073 DOI: 10.1016/j.neunet.2019.08.002] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2019] [Revised: 07/01/2019] [Accepted: 08/01/2019] [Indexed: 11/15/2022]
15
Seoane LF. Evolutionary aspects of reservoir computing. Philos Trans R Soc Lond B Biol Sci 2019;374:20180377. [PMID: 31006369 PMCID: PMC6553587 DOI: 10.1098/rstb.2018.0377] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/22/2018] [Indexed: 01/31/2023]  Open
16
Duarte R, Morrison A. Leveraging heterogeneity for neural computation with fading memory in layer 2/3 cortical microcircuits. PLoS Comput Biol 2019;15:e1006781. [PMID: 31022182 PMCID: PMC6504118 DOI: 10.1371/journal.pcbi.1006781] [Citation(s) in RCA: 15] [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: 03/19/2018] [Revised: 05/07/2019] [Accepted: 01/09/2019] [Indexed: 11/24/2022]  Open
17
Mongillo G, Rumpel S, Loewenstein Y. Inhibitory connectivity defines the realm of excitatory plasticity. Nat Neurosci 2018;21:1463-1470. [PMID: 30224809 DOI: 10.1038/s41593-018-0226-x] [Citation(s) in RCA: 79] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2018] [Accepted: 07/30/2018] [Indexed: 12/19/2022]
18
Pitti A, Gaussier P, Quoy M. Iterative free-energy optimization for recurrent neural networks (INFERNO). PLoS One 2017;12:e0173684. [PMID: 28282439 PMCID: PMC5345841 DOI: 10.1371/journal.pone.0173684] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2016] [Accepted: 02/24/2017] [Indexed: 11/19/2022]  Open
19
Energy-efficient neural network chips approach human recognition capabilities. Proc Natl Acad Sci U S A 2016;113:11387-11389. [PMID: 27702894 DOI: 10.1073/pnas.1614109113] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]  Open
20
Computational models as statistical tools. Curr Opin Behav Sci 2016. [DOI: 10.1016/j.cobeha.2016.07.004] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
21
Marblestone AH, Wayne G, Kording KP. Toward an Integration of Deep Learning and Neuroscience. Front Comput Neurosci 2016;10:94. [PMID: 27683554 PMCID: PMC5021692 DOI: 10.3389/fncom.2016.00094] [Citation(s) in RCA: 251] [Impact Index Per Article: 27.9] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2016] [Accepted: 08/24/2016] [Indexed: 01/22/2023]  Open
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