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For: Zheng Y, Jia S, Yu Z, Liu JK, Huang T. Unraveling neural coding of dynamic natural visual scenes via convolutional recurrent neural networks. Patterns (N Y) 2021;2:100350. [PMID: 34693375 PMCID: PMC8515013 DOI: 10.1016/j.patter.2021.100350] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/03/2021] [Revised: 06/22/2021] [Accepted: 08/23/2021] [Indexed: 11/18/2022]
Number Cited by Other Article(s)
1
Larisch R, Hamker FH. A systematic analysis of the joint effects of ganglion cells, lagged LGN cells, and intercortical inhibition on spatiotemporal processing and direction selectivity. Neural Netw 2025;186:107273. [PMID: 40020308 DOI: 10.1016/j.neunet.2025.107273] [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: 06/15/2024] [Revised: 11/30/2024] [Accepted: 02/11/2025] [Indexed: 03/03/2025]
2
Xu Q, Liu S, Ran X, Li Y, Shen J, Tang H, Liu JK, Pan G, Zhang Q. Robust Sensory Information Reconstruction and Classification With Augmented Spikes. IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS 2025;36:7462-7471. [PMID: 38833393 DOI: 10.1109/tnnls.2024.3404021] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/06/2024]
3
Yu Z, Bu T, Zhang Y, Jia S, Huang T, Liu JK. Robust Decoding of Rich Dynamical Visual Scenes With Retinal Spikes. IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS 2025;36:3396-3409. [PMID: 38265909 DOI: 10.1109/tnnls.2024.3351120] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/26/2024]
4
Zheng J, Wan Y, Yang X, Zhong H, Du M, Wang G. Motion feature extraction using magnocellular-inspired spiking neural networks for drone detection. Front Comput Neurosci 2025;19:1452203. [PMID: 39917463 PMCID: PMC11794278 DOI: 10.3389/fncom.2025.1452203] [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: 06/20/2024] [Accepted: 01/06/2025] [Indexed: 02/09/2025]  Open
5
Chen Y, Beech P, Yin Z, Jia S, Zhang J, Yu Z, Liu JK. Decoding dynamic visual scenes across the brain hierarchy. PLoS Comput Biol 2024;20:e1012297. [PMID: 39093861 PMCID: PMC11324145 DOI: 10.1371/journal.pcbi.1012297] [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: 12/12/2023] [Revised: 08/14/2024] [Accepted: 07/03/2024] [Indexed: 08/04/2024]  Open
6
Turishcheva P, Fahey PG, Vystrčilová M, Hansel L, Froebe R, Ponder K, Qiu Y, Willeke KF, Bashiri M, Baikulov R, Zhu Y, Ma L, Yu S, Huang T, Li BM, Wulf WD, Kudryashova N, Hennig MH, Rochefort NL, Onken A, Wang E, Ding Z, Tolias AS, Sinz FH, Ecker AS. Retrospective for the Dynamic Sensorium Competition for predicting large-scale mouse primary visual cortex activity from videos. ARXIV 2024:arXiv:2407.09100v1. [PMID: 39040641 PMCID: PMC11261979] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 07/24/2024]
7
Turishcheva P, Fahey PG, Vystrčilová M, Hansel L, Froebe R, Ponder K, Qiu Y, Willeke KF, Bashiri M, Wang E, Ding Z, Tolias AS, Sinz FH, Ecker AS. The Dynamic Sensorium competition for predicting large-scale mouse visual cortex activity from videos. ARXIV 2024:arXiv:2305.19654v2. [PMID: 37396602 PMCID: PMC10312815] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 07/04/2023]
8
Ma G, Yan R, Tang H. Exploiting noise as a resource for computation and learning in spiking neural networks. PATTERNS (NEW YORK, N.Y.) 2023;4:100831. [PMID: 37876899 PMCID: PMC10591140 DOI: 10.1016/j.patter.2023.100831] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 05/25/2023] [Revised: 07/06/2023] [Accepted: 08/07/2023] [Indexed: 10/26/2023]
9
Wang C, Fang C, Zou Y, Yang J, Sawan M. SpikeSEE: An energy-efficient dynamic scenes processing framework for retinal prostheses. Neural Netw 2023;164:357-368. [PMID: 37167749 DOI: 10.1016/j.neunet.2023.05.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2022] [Revised: 04/29/2023] [Accepted: 05/01/2023] [Indexed: 05/13/2023]
10
Wang C, Fang C, Zou Y, Yang J, Sawan M. Artificial intelligence techniques for retinal prostheses: a comprehensive review and future direction. J Neural Eng 2023;20. [PMID: 36634357 DOI: 10.1088/1741-2552/acb295] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2022] [Accepted: 01/12/2023] [Indexed: 01/14/2023]
11
Freedland J, Rieke F. Systematic reduction of the dimensionality of natural scenes allows accurate predictions of retinal ganglion cell spike outputs. Proc Natl Acad Sci U S A 2022;119:e2121744119. [PMID: 36343230 PMCID: PMC9674269 DOI: 10.1073/pnas.2121744119] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2021] [Accepted: 09/23/2022] [Indexed: 11/09/2022]  Open
12
Zhang YJ, Yu ZF, Liu JK, Huang TJ. Neural Decoding of Visual Information Across Different Neural Recording Modalities and Approaches. MACHINE INTELLIGENCE RESEARCH 2022. [PMCID: PMC9283560 DOI: 10.1007/s11633-022-1335-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
13
Zhang Y, Bu T, Zhang J, Tang S, Yu Z, Liu JK, Huang T. Decoding Pixel-Level Image Features from Two-Photon Calcium Signals of Macaque Visual Cortex. Neural Comput 2022;34:1369-1397. [PMID: 35534008 DOI: 10.1162/neco_a_01498] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2021] [Accepted: 12/20/2021] [Indexed: 11/04/2022]
14
Jia S, Li X, Huang T, Liu JK, Yu Z. Representing the dynamics of high-dimensional data with non-redundant wavelets. PATTERNS 2022;3:100424. [PMID: 35510192 PMCID: PMC9058841 DOI: 10.1016/j.patter.2021.100424] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/26/2021] [Revised: 09/22/2021] [Accepted: 12/09/2021] [Indexed: 11/19/2022]
15
Cessac B. Retinal Processing: Insights from Mathematical Modelling. J Imaging 2022;8:14. [PMID: 35049855 PMCID: PMC8780400 DOI: 10.3390/jimaging8010014] [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: 01/11/2022] [Accepted: 01/12/2022] [Indexed: 02/04/2023]  Open
16
Jia S, Xing D, Yu Z, Liu JK. Dissecting cascade computational components in spiking neural networks. PLoS Comput Biol 2021;17:e1009640. [PMID: 34843460 PMCID: PMC8659421 DOI: 10.1371/journal.pcbi.1009640] [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: 06/10/2021] [Revised: 12/09/2021] [Accepted: 11/14/2021] [Indexed: 01/15/2023]  Open
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