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For: Rehn M, Sommer FT. A network that uses few active neurones to code visual input predicts the diverse shapes of cortical receptive fields. J Comput Neurosci 2006;22:135-46. [PMID: 17053994 DOI: 10.1007/s10827-006-0003-9] [Citation(s) in RCA: 82] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2005] [Revised: 07/10/2006] [Accepted: 07/28/2006] [Indexed: 10/24/2022]
Number Cited by Other Article(s)
1
Zheng Y, Xue J, Liu J, Zhang Y. Biologically Inspired Spatial-Temporal Perceiving Strategies for Spiking Neural Network. Biomimetics (Basel) 2025;10:48. [PMID: 39851764 PMCID: PMC11763013 DOI: 10.3390/biomimetics10010048] [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: 12/16/2024] [Revised: 01/06/2025] [Accepted: 01/11/2025] [Indexed: 01/26/2025]  Open
2
Nguyen P, Sooriyaarachchi J, Huang Q, Baker CL. Estimating receptive fields of simple and complex cells in early visual cortex: A convolutional neural network model with parameterized rectification. PLoS Comput Biol 2024;20:e1012127. [PMID: 38820562 PMCID: PMC11168683 DOI: 10.1371/journal.pcbi.1012127] [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: 12/11/2023] [Revised: 06/12/2024] [Accepted: 05/01/2024] [Indexed: 06/02/2024]  Open
3
Tai P, Ding P, Wang F, Gong A, Li T, Zhao L, Su L, Fu Y. Brain-computer interface paradigms and neural coding. Front Neurosci 2024;17:1345961. [PMID: 38287988 PMCID: PMC10822902 DOI: 10.3389/fnins.2023.1345961] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2023] [Accepted: 12/28/2023] [Indexed: 01/31/2024]  Open
4
Rentzeperis I, Calatroni L, Perrinet LU, Prandi D. Beyond ℓ1 sparse coding in V1. PLoS Comput Biol 2023;19:e1011459. [PMID: 37699052 PMCID: PMC10516432 DOI: 10.1371/journal.pcbi.1011459] [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: 01/16/2023] [Revised: 09/22/2023] [Accepted: 08/23/2023] [Indexed: 09/14/2023]  Open
5
Frady EP, Kleyko D, Sommer FT. Variable Binding for Sparse Distributed Representations: Theory and Applications. IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS 2023;34:2191-2204. [PMID: 34478381 DOI: 10.1109/tnnls.2021.3105949] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/04/2023]
6
Diversity of spatiotemporal coding reveals specialized visual processing streams in the mouse cortex. Nat Commun 2022;13:3249. [PMID: 35668056 PMCID: PMC9170684 DOI: 10.1038/s41467-022-29656-z] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2021] [Accepted: 03/23/2022] [Indexed: 12/23/2022]  Open
7
Alreja A, Nemenman I, Rozell CJ. Constrained brain volume in an efficient coding model explains the fraction of excitatory and inhibitory neurons in sensory cortices. PLoS Comput Biol 2022;18:e1009642. [PMID: 35061666 PMCID: PMC8809590 DOI: 10.1371/journal.pcbi.1009642] [Citation(s) in RCA: 12] [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: 12/01/2020] [Revised: 02/02/2022] [Accepted: 11/14/2021] [Indexed: 11/18/2022]  Open
8
Chauhan T, Masquelier T, Cottereau BR. Sub-Optimality of the Early Visual System Explained Through Biologically Plausible Plasticity. Front Neurosci 2021;15:727448. [PMID: 34602970 PMCID: PMC8480265 DOI: 10.3389/fnins.2021.727448] [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: 06/18/2021] [Accepted: 08/25/2021] [Indexed: 11/13/2022]  Open
9
Wu Z, Rockwell H, Zhang Y, Tang S, Lee TS. Complexity and diversity in sparse code priors improve receptive field characterization of Macaque V1 neurons. PLoS Comput Biol 2021;17:e1009528. [PMID: 34695120 PMCID: PMC8589190 DOI: 10.1371/journal.pcbi.1009528] [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: 11/30/2020] [Revised: 11/12/2021] [Accepted: 10/05/2021] [Indexed: 11/18/2022]  Open
10
Bizopoulos P, Koutsouris D. Sparsely Activated Networks. IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS 2021;32:1304-1313. [PMID: 32310790 DOI: 10.1109/tnnls.2020.2984514] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]
11
Loxley PN. A sparse code increases the speed and efficiency of neuro-dynamic programming for optimal control tasks with correlated inputs. Neurocomputing 2021. [DOI: 10.1016/j.neucom.2020.10.069] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
12
Exploitation of image statistics with sparse coding in the case of stereo vision. Neural Netw 2020;135:158-176. [PMID: 33388507 DOI: 10.1016/j.neunet.2020.12.016] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2020] [Revised: 12/06/2020] [Accepted: 12/14/2020] [Indexed: 11/23/2022]
13
Malo J. Spatio-chromatic information available from different neural layers via Gaussianization. JOURNAL OF MATHEMATICAL NEUROSCIENCE 2020;10:18. [PMID: 33175257 PMCID: PMC7658285 DOI: 10.1186/s13408-020-00095-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/10/2019] [Accepted: 10/22/2020] [Indexed: 06/11/2023]
14
Iyer A, Burge J. The statistics of how natural images drive the responses of neurons. J Vis 2020;19:4. [PMID: 31689717 PMCID: PMC6833984 DOI: 10.1167/19.13.4] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]  Open
15
Yoshida T, Ohki K. Natural images are reliably represented by sparse and variable populations of neurons in visual cortex. Nat Commun 2020;11:872. [PMID: 32054847 PMCID: PMC7018721 DOI: 10.1038/s41467-020-14645-x] [Citation(s) in RCA: 35] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2018] [Accepted: 01/25/2020] [Indexed: 02/06/2023]  Open
16
Capparelli F, Pawelzik K, Ernst U. Constrained inference in sparse coding reproduces contextual effects and predicts laminar neural dynamics. PLoS Comput Biol 2019;15:e1007370. [PMID: 31581240 PMCID: PMC6793885 DOI: 10.1371/journal.pcbi.1007370] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2019] [Revised: 10/15/2019] [Accepted: 09/02/2019] [Indexed: 01/16/2023]  Open
17
An Adaptive Homeostatic Algorithm for the Unsupervised Learning of Visual Features. Vision (Basel) 2019;3:vision3030047. [PMID: 31735848 PMCID: PMC6802809 DOI: 10.3390/vision3030047] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2019] [Revised: 09/06/2019] [Accepted: 09/09/2019] [Indexed: 11/23/2022]  Open
18
Dodds EM, DeWeese MR. On the Sparse Structure of Natural Sounds and Natural Images: Similarities, Differences, and Implications for Neural Coding. Front Comput Neurosci 2019;13:39. [PMID: 31293408 PMCID: PMC6606779 DOI: 10.3389/fncom.2019.00039] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2018] [Accepted: 06/05/2019] [Indexed: 11/25/2022]  Open
19
Beyeler M, Rounds EL, Carlson KD, Dutt N, Krichmar JL. Neural correlates of sparse coding and dimensionality reduction. PLoS Comput Biol 2019;15:e1006908. [PMID: 31246948 PMCID: PMC6597036 DOI: 10.1371/journal.pcbi.1006908] [Citation(s) in RCA: 52] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]  Open
20
Lian Y, Grayden DB, Kameneva T, Meffin H, Burkitt AN. Toward a Biologically Plausible Model of LGN-V1 Pathways Based on Efficient Coding. Front Neural Circuits 2019;13:13. [PMID: 30930752 PMCID: PMC6427952 DOI: 10.3389/fncir.2019.00013] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2018] [Accepted: 02/19/2019] [Indexed: 11/13/2022]  Open
21
Sanchez-Giraldo LG, Laskar MNU, Schwartz O. Normalization and pooling in hierarchical models of natural images. Curr Opin Neurobiol 2019;55:65-72. [PMID: 30785005 DOI: 10.1016/j.conb.2019.01.008] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2018] [Revised: 12/29/2018] [Accepted: 01/13/2019] [Indexed: 11/17/2022]
22
Cortical Visual Performance Test Setup for Parkinson's Disease Based on Motion Blur Orientation. PARKINSONS DISEASE 2019;2019:3247608. [PMID: 30854187 PMCID: PMC6377996 DOI: 10.1155/2019/3247608] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/19/2018] [Revised: 12/14/2018] [Accepted: 12/25/2018] [Indexed: 11/18/2022]
23
Turner MH, Sanchez Giraldo LG, Schwartz O, Rieke F. Stimulus- and goal-oriented frameworks for understanding natural vision. Nat Neurosci 2019;22:15-24. [PMID: 30531846 PMCID: PMC8378293 DOI: 10.1038/s41593-018-0284-0] [Citation(s) in RCA: 32] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2018] [Accepted: 10/22/2018] [Indexed: 12/21/2022]
24
Tavanaei A, Ghodrati M, Kheradpisheh SR, Masquelier T, Maida A. Deep learning in spiking neural networks. Neural Netw 2018;111:47-63. [PMID: 30682710 DOI: 10.1016/j.neunet.2018.12.002] [Citation(s) in RCA: 270] [Impact Index Per Article: 38.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2018] [Revised: 12/02/2018] [Accepted: 12/03/2018] [Indexed: 12/14/2022]
25
Representation learning using event-based STDP. Neural Netw 2018;105:294-303. [DOI: 10.1016/j.neunet.2018.05.018] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2017] [Revised: 03/06/2018] [Accepted: 05/25/2018] [Indexed: 11/18/2022]
26
Tang S, Zhang Y, Li Z, Li M, Liu F, Jiang H, Lee TS. Large-scale two-photon imaging revealed super-sparse population codes in the V1 superficial layer of awake monkeys. eLife 2018;7:e33370. [PMID: 29697371 PMCID: PMC5953536 DOI: 10.7554/elife.33370] [Citation(s) in RCA: 36] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2018] [Accepted: 04/25/2018] [Indexed: 11/13/2022]  Open
27
Extracting neuronal functional network dynamics via adaptive Granger causality analysis. Proc Natl Acad Sci U S A 2018;115:E3869-E3878. [PMID: 29632213 DOI: 10.1073/pnas.1718154115] [Citation(s) in RCA: 51] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]  Open
28
Francis NA, Winkowski DE, Sheikhattar A, Armengol K, Babadi B, Kanold PO. Small Networks Encode Decision-Making in Primary Auditory Cortex. Neuron 2018;97:885-897.e6. [PMID: 29398362 DOI: 10.1016/j.neuron.2018.01.019] [Citation(s) in RCA: 85] [Impact Index Per Article: 12.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2017] [Revised: 12/08/2017] [Accepted: 01/08/2018] [Indexed: 12/23/2022]
29
Exarchakis G, Lücke J. Discrete Sparse Coding. Neural Comput 2017;29:2979-3013. [PMID: 28957027 DOI: 10.1162/neco_a_01015] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
30
Loxley PN. The Two-Dimensional Gabor Function Adapted to Natural Image Statistics: A Model of Simple-Cell Receptive Fields and Sparse Structure in Images. Neural Comput 2017;29:2769-2799. [PMID: 28777727 DOI: 10.1162/neco_a_00997] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
31
Brito CSN, Gerstner W. Nonlinear Hebbian Learning as a Unifying Principle in Receptive Field Formation. PLoS Comput Biol 2016;12:e1005070. [PMID: 27690349 PMCID: PMC5045191 DOI: 10.1371/journal.pcbi.1005070] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2015] [Accepted: 07/19/2016] [Indexed: 11/19/2022]  Open
32
Talebi V, Baker CL. Categorically distinct types of receptive fields in early visual cortex. J Neurophysiol 2016;115:2556-76. [PMID: 26936978 DOI: 10.1152/jn.00659.2015] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2015] [Accepted: 02/29/2016] [Indexed: 12/11/2022]  Open
33
Zhu M, Rozell CJ. Modeling Inhibitory Interneurons in Efficient Sensory Coding Models. PLoS Comput Biol 2015;11:e1004353. [PMID: 26172289 PMCID: PMC4501572 DOI: 10.1371/journal.pcbi.1004353] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2014] [Accepted: 05/21/2015] [Indexed: 11/19/2022]  Open
34
Kermani Kolankeh A, Teichmann M, Hamker FH. Competition improves robustness against loss of information. Front Comput Neurosci 2015;9:35. [PMID: 25859211 PMCID: PMC4373393 DOI: 10.3389/fncom.2015.00035] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2014] [Accepted: 03/03/2015] [Indexed: 11/13/2022]  Open
35
Montalto A, Tessitore G, Prevete R. A linear approach for sparse coding by a two-layer neural network. Neurocomputing 2015. [DOI: 10.1016/j.neucom.2014.08.066] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
36
Banerjee B, Dutta JK. SELP: A general-purpose framework for learning the norms from saliencies in spatiotemporal data. Neurocomputing 2014. [DOI: 10.1016/j.neucom.2013.02.044] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
37
Muir DR, Cook M. Anatomical constraints on lateral competition in columnar cortical architectures. Neural Comput 2014;26:1624-66. [PMID: 24877732 DOI: 10.1162/neco_a_00613] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
38
SHAPERO SAMUEL, ZHU MENGCHEN, HASLER JENNIFER, ROZELL CHRISTOPHER. OPTIMAL SPARSE APPROXIMATION WITH INTEGRATE AND FIRE NEURONS. Int J Neural Syst 2014;24:1440001. [DOI: 10.1142/s0129065714400012] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
39
Charles AS, Yap HL, Rozell CJ. Short-term memory capacity in networks via the restricted isometry property. Neural Comput 2014;26:1198-235. [PMID: 24684446 DOI: 10.1162/neco_a_00590] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
40
Młynarski W. Efficient coding of spectrotemporal binaural sounds leads to emergence of the auditory space representation. Front Comput Neurosci 2014;8:26. [PMID: 24639644 PMCID: PMC3945936 DOI: 10.3389/fncom.2014.00026] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2013] [Accepted: 02/19/2014] [Indexed: 11/23/2022]  Open
41
Gutmann MU, Laparra V, Hyvärinen A, Malo J. Spatio-chromatic adaptation via higher-order canonical correlation analysis of natural images. PLoS One 2014;9:e86481. [PMID: 24533049 PMCID: PMC3922757 DOI: 10.1371/journal.pone.0086481] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2013] [Accepted: 12/06/2013] [Indexed: 11/18/2022]  Open
42
Hebbian-based mean shift for learning the diverse shapes of V1 simple cell receptive fields. CHINESE SCIENCE BULLETIN-CHINESE 2014. [DOI: 10.1007/s11434-013-0041-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
43
Spratling MW. Classification using sparse representations: a biologically plausible approach. BIOLOGICAL CYBERNETICS 2014;108:61-73. [PMID: 24306061 DOI: 10.1007/s00422-013-0579-x] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/17/2012] [Accepted: 11/18/2013] [Indexed: 06/02/2023]
44
Finger H, König P. Phase synchrony facilitates binding and segmentation of natural images in a coupled neural oscillator network. Front Comput Neurosci 2014;7:195. [PMID: 24478685 PMCID: PMC3902207 DOI: 10.3389/fncom.2013.00195] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2013] [Accepted: 12/30/2013] [Indexed: 11/13/2022]  Open
45
Zylberberg J, DeWeese MR. Sparse coding models can exhibit decreasing sparseness while learning sparse codes for natural images. PLoS Comput Biol 2013;9:e1003182. [PMID: 24009489 PMCID: PMC3757070 DOI: 10.1371/journal.pcbi.1003182] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2012] [Accepted: 07/03/2013] [Indexed: 11/18/2022]  Open
46
Zhu M, Rozell CJ. Visual nonclassical receptive field effects emerge from sparse coding in a dynamical system. PLoS Comput Biol 2013;9:e1003191. [PMID: 24009491 PMCID: PMC3757072 DOI: 10.1371/journal.pcbi.1003191] [Citation(s) in RCA: 43] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2012] [Accepted: 05/31/2013] [Indexed: 11/25/2022]  Open
47
Bornschein J, Henniges M, Lücke J. Are v1 simple cells optimized for visual occlusions? A comparative study. PLoS Comput Biol 2013;9:e1003062. [PMID: 23754938 PMCID: PMC3675001 DOI: 10.1371/journal.pcbi.1003062] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2013] [Accepted: 03/21/2013] [Indexed: 11/26/2022]  Open
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Inhibitory interneurons decorrelate excitatory cells to drive sparse code formation in a spiking model of V1. J Neurosci 2013;33:5475-85. [PMID: 23536063 DOI: 10.1523/jneurosci.4188-12.2013] [Citation(s) in RCA: 65] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]  Open
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Hunt JJ, Dayan P, Goodhill GJ. Sparse coding can predict primary visual cortex receptive field changes induced by abnormal visual input. PLoS Comput Biol 2013;9:e1003005. [PMID: 23675290 PMCID: PMC3649976 DOI: 10.1371/journal.pcbi.1003005] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2012] [Accepted: 02/10/2013] [Indexed: 11/24/2022]  Open
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Shi JV, Wielaard J, Smith RT, Sajda P. Perceptual decision making "through the eyes" of a large-scale neural model of v1. Front Psychol 2013;4:161. [PMID: 23626580 PMCID: PMC3630335 DOI: 10.3389/fpsyg.2013.00161] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2012] [Accepted: 03/14/2013] [Indexed: 11/13/2022]  Open
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