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Works (10)

Robust Decoding of Rich Dynamical Visual Scenes With Retinal Spikes

IEEE Transactions on Neural Networks and Learning Systems
2025-02 | Journal article
Contributors: Zhaofei Yu; Tong Bu; Yijun Zhang; Shanshan Jia; Tiejun Huang; Jian K. Liu
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Protocol for dissecting cascade computational components in neural networks of a visual system

STAR Protocols
2023-12 | Journal article
Contributors: Shanshan Jia; Jian K. Liu; Zhaofei Yu
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Neural System Identification With Spike-Triggered Non-Negative Matrix Factorization

IEEE Transactions on Cybernetics
2022-06 | Journal article
Contributors: Shanshan Jia; Zhaofei Yu; Arno Onken; Yonghong Tian; Tiejun Huang; Jian K. Liu
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Representing the dynamics of high-dimensional data with non-redundant wavelets

Patterns
2022-03 | Journal article
Contributors: Shanshan Jia; Xingyi Li; Tiejun Huang; Jian K. Liu; Zhaofei Yu
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Revealing Fine Structures of the Retinal Receptive Field by Deep-Learning Networks

IEEE Transactions on Cybernetics
2022-01 | Journal article
Contributors: Qi Yan; Yajing Zheng; Shanshan Jia; Yichen Zhang; Zhaofei Yu; Feng Chen; Yonghong Tian; Tiejun Huang; Jian K. Liu
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Dissecting cascade computational components in spiking neural networks

PLOS Computational Biology
2021-11-29 | Journal article
Contributors: Shanshan Jia; Tianming Yang; Dajun Xing; Zhaofei Yu; Jian K. Liu
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Unraveling neural coding of dynamic natural visual scenes via convolutional recurrent neural networks

Patterns
2021-10 | Journal article
Contributors: Yajing Zheng; Shanshan Jia; Zhaofei Yu; Jian K. Liu; Tiejun Huang
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Network structure reconstruction with symmetry constraint

Chaos, Solitons & Fractals
2020-10 | Journal article
Contributors: Zihua Hang; Penglin Dai; Shanshan Jia; Zhaofei Yu
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Probabilistic inference of binary Markov random fields in spiking neural networks through mean-field approximation

Neural Networks
2020-06 | Journal article
Contributors: Yajing Zheng; Shanshan Jia; Zhaofei Yu; Tiejun Huang; Jian K. Liu; Yonghong Tian
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Reconstruction of natural visual scenes from neural spikes with deep neural networks

Neural Networks
2020-05 | Journal article
Contributors: Yichen Zhang; Shanshan Jia; Yajing Zheng; Zhaofei Yu; Yonghong Tian; Siwei Ma; Tiejun Huang; Jian K. Liu
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Peer review (1 review for 1 publication/grant)

Review activity for PloS one. (1)