Late responses of V2 neurons are enhanced by global scene context of natural movies
Presented in Neuroscience (SfN) 2014, 2014
Jason Samonds, Yuke Li, Yimeng Zhang, Tai Sing Lee
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posters
Relating functional connectivity in V1 neural circuits and 3D natural scenes using Boltzmann machines
Presented in Proceedings of Computational and System Neuroscience, COSYNE 2015, 2015
Yimeng Zhang, Xiong Li, Jason Samonds, Benjamin Poole, Tai Sing Lee [abstract]
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Understanding neural representations in early visual areas using convolutional neural networks
Presented in Neuroscience (SfN) 2016, 2016
Yimeng Zhang, Corentin Massot, Tiancheng Zhi, George Papandreou, Alan Yuille, Tai Sing Lee [abstract (unpublished)]
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Sparse and distributed codes of neuronal population in primary visual cortex
Presented in Neuroscience (SfN) 2016, 2016
Zhihao Li, Yimeng Zhang, Ming Li, Fang Liu, Hongfei Jiang, Tai Sing Lee, Shiming Tang
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Characterizing V1 Neurons Using Convolutional Neural Networks and Project Pursuit Models with Interpretable Sparse Coding Kernels
Presented in Proceedings of Computational and System Neuroscience, COSYNE 2019, 2019
Ziniu Wu, Yimeng Zhang, Shiming Tang, Tai Sing Lee [abstract]
publications
Relating functional connectivity in V1 neural circuits and 3D natural scenes using Boltzmann machines
Published in Vision Research, 2015
Yimeng Zhang, Xiong Li, Jason M. Samonds, Tai Sing Lee [doi: 10.1016/j.visres.2015.12.002]
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Transfer of View-manifold Learning to Similarity Perception of Novel Objects
Published in 5th International Conference on Learning Representations (ICLR 2017), 2017
Xingyu Lin, Hao Wang, Zhihao Li, Yimeng Zhang, Alan Yuille, Tai Sing Lee
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Learning Robust Object Recognition Using Composed Scenes from Generative Models
Published in 14th Conference on Computer and Robot Vision (CRV 2017), 2017
Hao Wang, Xingyu Lin, Yimeng Zhang, Tai Sing Lee
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Complex Pattern Selectivity in Macaque Primary Visual Cortex Revealed by Large-Scale Two-Photon Imaging
Published in Current Biology, 2017
Shiming Tang, Tai Sing Lee, Ming Li, Yimeng Zhang, Yue Xu, Fang Liu, Benjamin Teo, Hongfei Jiang [doi: 10.1016/j.cub.2017.11.039]
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Large-scale two-photon imaging revealed super-sparse population codes in the V1 superficial layer of awake monkeys
Published in eLife, 2018
Shiming Tang, Yimeng Zhang, Zhihao Li, Ming Li, Fang Liu, Hongfei Jiang, Tai Sing Lee [doi: 10.7554/eLife.33370], [bioRxiv version], [code]
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Convolutional neural network models of V1 responses to complex patterns
Published in Journal of Computational Nueroscience, 2018
Yimeng Zhang, Tai Sing Lee, Ming Li, Fang Liu, Shiming Tang [doi: 10.1007/s10827-018-0687-7], [bioRxiv version], [code]
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