Characterizing Neuronal Circuits with Spike-triggered Non-negative Matrix Factorization. - Shanshan Jia 001; Zhaofei Yu; Arno Onken; Yonghong Tian 001; Tiejun Huang 001; Jian K. Liu (CoRR, 2018)

Reconstruction of Natural Visual Scenes from Neural Spikes with Deep Neural Networks. - Yichen Zhang 002; Shanshan Jia 001; Yajing Zheng; Zhaofei Yu; Yonghong Tian 001; Tiejun Huang 001; Jian K. Liu (CoRR, 2019)

Intrinsic and Synaptic Properties Shaping Diverse Behaviors of Neural Dynamics. - Lingling An; Yuanhong Tang; Doudou Wang; Shanshan Jia 001; Qingqi Pei; Quan Wang 006; Zhaofei Yu; Jian K. Liu (Frontiers Comput. Neurosci., 2020)

Reconstruction of natural visual scenes from neural spikes with deep neural networks. - Yichen Zhang 002; Shanshan Jia 001; Yajing Zheng; Zhaofei Yu; Yonghong Tian 001; Siwei Ma; Tiejun Huang 001; Jian K. Liu (Neural Networks, 2020)

Probabilistic inference of binary Markov random fields in spiking neural networks through mean-field approximation. - Yajing Zheng; Shanshan Jia 001; Zhaofei Yu; Tiejun Huang 001; Jian K. Liu; Yonghong Tian 001 (Neural Networks, 2020)

Unraveling neural coding of dynamic natural visual scenes via convolutional recurrent neural networks. - Yajing Zheng; Shanshan Jia 001; Zhaofei Yu; Jian K. Liu; Tiejun Huang 001 (Patterns, 2021)

Dissecting cascade computational components in spiking neural networks. - Shanshan Jia 001; Dajun Xing; Zhaofei Yu; Jian K. Liu (PLoS Comput. Biol., 2021)

1000x Faster Camera and Machine Vision with Ordinary Devices. - Tiejun Huang 001; Yajing Zheng; Zhaofei Yu; Rui Chen 006; Yuan Li 014; Ruiqin Xiong; Lei Ma 008; Junwei Zhao; Siwei Dong; Lin Zhu 012; Jianing Li 001; Shanshan Jia 001; et al. (CoRR, 2022)

Representing the dynamics of high-dimensional data with non-redundant wavelets. - Shanshan Jia 001; Xingyi Li; Tiejun Huang 001; Jian K. Liu; Zhaofei Yu (Patterns, 2022)

Zooming in on the brain via data science. - Shanshan Jia 001; Zhaofei Yu (Patterns, 2022)

Neural System Identification With Spike-Triggered Non-Negative Matrix Factorization. - Shanshan Jia 001; Zhaofei Yu; Arno Onken; Yonghong Tian 001; Tie-Jun Huang 001; Jian K. Liu (IEEE Trans. Cybern., 2022)

Revealing Fine Structures of the Retinal Receptive Field by Deep-Learning Networks. - Qi Yan 005; Yajing Zheng; Shanshan Jia 001; Yichen Zhang 002; Zhaofei Yu; Feng Chen 007; Yonghong Tian 001; Tiejun Huang 001; Jian K. Liu (IEEE Trans. Cybern., 2022)

Learning Temporal-Ordered Representation for Spike Streams Based on Discrete Wavelet Transforms. - Jiyuan Zhang; Shanshan Jia 001; Zhaofei Yu; Tiejun Huang 001 (AAAI, 2023)

Deep Learning for Visual Neuroprosthesis. - Peter Beech; Shanshan Jia 001; Zhaofei Yu; Jian K. Liu (CoRR, 2024)

Decoding dynamic visual scenes across the brain hierarchy. - Ye Chen; Peter Beech; Ziwei Yin; Shanshan Jia 001; Jiayi Zhang; Zhaofei Yu; Jian K. Liu (PLoS Comput. Biol., 2024)

Decoding natural visual scenes via learnable representations of neural spiking sequences. - Jing Peng; Shanshan Jia 001; Jiyuan Zhang; Yongxing Wang; Zhaofei Yu; Jian K. Liu (Neural Networks, 2025)

Implementing feature binding through dendritic networks of a single neuron. - Yuanhong Tang; Shanshan Jia 001; Tiejun Huang 001; Zhaofei Yu; Jian K. Liu (Neural Networks, 2025)

Corrigendum to "Implementing feature binding through dendritic networks of a single neuron" [Neural Networks(2025) 107555]. - Yuanhong Tang; Shanshan Jia 001; Tiejun Huang 001; Zhaofei Yu; Jian K. Liu (Neural Networks, 2025)

Robust Decoding of Rich Dynamical Visual Scenes With Retinal Spikes. - Zhaofei Yu; Tong Bu; Yijun Zhang 003; Shanshan Jia 001; Tiejun Huang 001; Jian K. Liu (IEEE Trans. Neural Networks Learn. Syst., 2025)