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Shanshan Jia
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Year
Reconstruction of natural visual scenes from neural spikes with deep neural networks
Y Zhang, S Jia, Y Zheng, Z Yu, Y Tian, S Ma, T Huang, JK Liu
Neural Networks 125, 19-30, 2020
462020
1000× faster camera and machine vision with ordinary devices
T Huang, Y Zheng, Z Yu, R Chen, Y Li, R Xiong, L Ma, J Zhao, S Dong, ...
Engineering 25, 110-119, 2023
422023
Toward the next generation of retinal neuroprosthesis: Visual computation with spikes
Z Yu, JK Liu, S Jia, Y Zhang, Y Zheng, Y Tian, T Huang
Engineering 6 (4), 449-461, 2020
412020
MATRIEX imaging: multiarea two-photon real-time in vivo explorer
M Yang, Z Zhou, J Zhang, S Jia, T Li, J Guan, X Liao, B Leng, J Lyu, ...
Light: Science & Applications 8 (1), 109, 2019
322019
Revealing fine structures of the retinal receptive field by deep-learning networks
Q Yan, Y Zheng, S Jia, Y Zhang, Z Yu, F Chen, Y Tian, T Huang, JK Liu
IEEE transactions on cybernetics 52 (1), 39-50, 2020
302020
Unraveling neural coding of dynamic natural visual scenes via convolutional recurrent neural networks
Y Zheng, S Jia, Z Yu, JK Liu, T Huang
Patterns 2 (10), 2021
272021
Representation of job-skill in artificial intelligence with knowledge graph analysis
S Jia, X Liu, P Zhao, C Liu, L Sun, T Peng
2018 IEEE symposium on product compliance engineering-asia (ISPCE-CN), 1-6, 2018
222018
Neural system identification with spike-triggered non-negative matrix factorization
S Jia, Z Yu, A Onken, Y Tian, T Huang, JK Liu
IEEE Transactions on Cybernetics 52 (6), 4772-4783, 2021
152021
Probabilistic inference of binary Markov random fields in spiking neural networks through mean-field approximation
Y Zheng, S Jia, Z Yu, T Huang, JK Liu, Y Tian
Neural networks 126, 42-51, 2020
102020
Intrinsic and synaptic properties shaping diverse behaviors of neural dynamics
L An, Y Tang, D Wang, S Jia, Q Pei, Q Wang, Z Yu, JK Liu
Frontiers in Computational Neuroscience 14, 26, 2020
82020
Dissecting cascade computational components in spiking neural networks
S Jia, D Xing, Z Yu, JK Liu
PLoS Computational Biology 17 (11), e1009640, 2021
62021
Representing the dynamics of high-dimensional data with non-redundant wavelets
S Jia, X Li, T Huang, JK Liu, Z Yu
Patterns 3 (3), 2022
52022
Network structure reconstruction with symmetry constraint
Z Hang, P Dai, S Jia, Z Yu
Chaos, Solitons & Fractals 139, 110287, 2020
52020
Learning temporal-ordered representation for spike streams based on discrete wavelet transforms
J Zhang, S Jia, Z Yu, T Huang
Proceedings of the AAAI Conference on Artificial Intelligence 37 (1), 137-147, 2023
42023
Characterizing neuronal circuits with spike-triggered non-negative matrix factorization
S Jia, Z Yu, A Onken, Y Tian, T Huang, JK Liu
arXiv preprint arXiv:1808.03958, 2018
42018
基于多特征多分类器集成的专利自动分类研究
贾杉杉, 刘畅, 孙连英, 刘小安, 彭涛
数据分析与知识发现 1 (8), 76-84, 2017
22017
Robust Decoding of Rich Dynamical Visual Scenes With Retinal Spikes
Z Yu, T Bu, Y Zhang, S Jia, T Huang, JK Liu
IEEE Transactions on Neural Networks and Learning Systems, 2024
12024
Deep Learning for Visual Neuroprosthesis
P Beech, S Jia, Z Yu, JK Liu
arXiv preprint arXiv:2401.03639, 2024
2024
Protocol for dissecting cascade computational components in neural networks of a visual system
S Jia, JK Liu, Z Yu
STAR protocols 4 (4), 102722, 2023
2023
Assessment of visual function in blind mice and monkeys with subretinally implanted nanowire arrays as artificial photoreceptors
R Yang, P Zhao, L Wang, C Feng, C Peng, Z Wang, Y Zhang, M Shen, ...
Nature Biomedical Engineering, 1-22, 2023
2023
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