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For: Park Y, Choi W, Paik SB. Symmetry of learning rate in synaptic plasticity modulates formation of flexible and stable memories. Sci Rep 2017;7:5671. [PMID: 28720795 PMCID: PMC5516032 DOI: 10.1038/s41598-017-05929-2] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2016] [Accepted: 06/06/2017] [Indexed: 01/06/2023]  Open
Number Cited by Other Article(s)
1
Lee H, Choi W, Lee D, Paik SB. Comparison of visual quantities in untrained neural networks. Cell Rep 2023;42:112900. [PMID: 37516959 DOI: 10.1016/j.celrep.2023.112900] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2023] [Revised: 05/25/2023] [Accepted: 07/13/2023] [Indexed: 08/01/2023]  Open
2
Baek S, Park Y, Paik SB. Species-specific wiring of cortical circuits for small-world networks in the primary visual cortex. PLoS Comput Biol 2023;19:e1011343. [PMID: 37540638 PMCID: PMC10403141 DOI: 10.1371/journal.pcbi.1011343] [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: 11/29/2022] [Accepted: 07/10/2023] [Indexed: 08/06/2023]  Open
3
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: 0.7] [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
4
Winlow W, Johnson AS. Nerve Impulses Have Three Interdependent Functions: Communication, Modulation, and Computation. Bioelectricity 2021. [DOI: 10.1089/bioe.2021.0001] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]  Open
5
Xiang Y, Niu Y, Xie Y, Chen S, Zhu F, Shen W, Zeng LH. Inhibition of RhoA/Rho kinase signaling pathway by fasudil protects against kainic acid-induced neurite injury. Brain Behav 2021;11:e2266. [PMID: 34156163 PMCID: PMC8413774 DOI: 10.1002/brb3.2266] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/12/2020] [Revised: 06/06/2021] [Accepted: 06/11/2021] [Indexed: 12/12/2022]  Open
6
Jang J, Song M, Paik SB. Retino-Cortical Mapping Ratio Predicts Columnar and Salt-and-Pepper Organization in Mammalian Visual Cortex. Cell Rep 2021;30:3270-3279.e3. [PMID: 32160536 DOI: 10.1016/j.celrep.2020.02.038] [Citation(s) in RCA: 31] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2019] [Revised: 12/27/2019] [Accepted: 02/07/2020] [Indexed: 12/22/2022]  Open
7
Kim G, Jang J, Baek S, Song M, Paik SB. Visual number sense in untrained deep neural networks. SCIENCE ADVANCES 2021;7:7/1/eabd6127. [PMID: 33523851 PMCID: PMC7775775 DOI: 10.1126/sciadv.abd6127] [Citation(s) in RCA: 28] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/01/2020] [Accepted: 11/03/2020] [Indexed: 05/25/2023]
8
A brain-inspired network architecture for cost-efficient object recognition in shallow hierarchical neural networks. Neural Netw 2020;134:76-85. [PMID: 33291018 DOI: 10.1016/j.neunet.2020.11.013] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2020] [Revised: 09/11/2020] [Accepted: 11/24/2020] [Indexed: 11/20/2022]
9
Spontaneous Retinal Waves Can Generate Long-Range Horizontal Connectivity in Visual Cortex. J Neurosci 2020;40:6584-6599. [PMID: 32680939 PMCID: PMC7486661 DOI: 10.1523/jneurosci.0649-20.2020] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2020] [Revised: 06/02/2020] [Accepted: 06/26/2020] [Indexed: 12/27/2022]  Open
10
Sweeney Y, Clopath C. Population coupling predicts the plasticity of stimulus responses in cortical circuits. eLife 2020;9:e56053. [PMID: 32314959 PMCID: PMC7224697 DOI: 10.7554/elife.56053] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2020] [Accepted: 04/16/2020] [Indexed: 12/31/2022]  Open
11
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: 6.8] [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
12
Lee H, Choi W, Park Y, Paik SB. Distinct role of flexible and stable encodings in sequential working memory. Neural Netw 2019;121:419-429. [PMID: 31606611 DOI: 10.1016/j.neunet.2019.09.034] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2019] [Revised: 08/03/2019] [Accepted: 09/20/2019] [Indexed: 11/29/2022]
13
Uzan H, Sardi S, Goldental A, Vardi R, Kanter I. Biological learning curves outperform existing ones in artificial intelligence algorithms. Sci Rep 2019;9:11558. [PMID: 31399614 PMCID: PMC6688986 DOI: 10.1038/s41598-019-48016-4] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2019] [Accepted: 07/29/2019] [Indexed: 12/02/2022]  Open
14
Jha NK, Jha SK, Kar R, Nand P, Swati K, Goswami VK. Nuclear factor-kappa β as a therapeutic target for Alzheimer's disease. J Neurochem 2019;150:113-137. [PMID: 30802950 DOI: 10.1111/jnc.14687] [Citation(s) in RCA: 89] [Impact Index Per Article: 17.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2018] [Revised: 02/06/2019] [Accepted: 02/16/2019] [Indexed: 12/20/2022]
15
Stationary log-normal distribution of weights stems from spontaneous ordering in adaptive node networks. Sci Rep 2018;8:13091. [PMID: 30166579 PMCID: PMC6117314 DOI: 10.1038/s41598-018-31523-1] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2018] [Accepted: 08/20/2018] [Indexed: 11/08/2022]  Open
16
Adaptive nodes enrich nonlinear cooperative learning beyond traditional adaptation by links. Sci Rep 2018;8:5100. [PMID: 29572466 PMCID: PMC5865176 DOI: 10.1038/s41598-018-23471-7] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2018] [Accepted: 03/14/2018] [Indexed: 11/13/2022]  Open
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