Global-Local Convolution with Spiking Neural Networks for Energy-efficient Keyword Spotting. - Shuai Wang 058; Dehao Zhang; Kexin Shi; Yuchen Wang; Wenjie Wei; Jibin Wu; Malu Zhang (INTERSPEECH, 2024)

Spike-based Neuromorphic Model for Sound Source Localization. - Dehao Zhang; Shuai Wang 058; Ammar Belatreche; Wenjie Wei; Yichen Xiao; Haorui Zheng; Zijian Zhou 005; Malu Zhang; Yang Yang 060 (NeurIPS, 2024)

Towards Accurate Binary Spiking Neural Networks: Learning with Adaptive Gradient Modulation Mechanism. - Yu Liang; Wenjie Wei; Ammar Belatreche; Honglin Cao; Zijian Zhou 005; Shuai Wang 058; Malu Zhang; Yang Yang 002 (AAAI, 2025)

Memory-Free and Parallel Computation for Quantized Spiking Neural Networks. - Dehao Zhang; Shuai Wang 058; Yichen Xiao; Wenjie Wei; Yimeng Shan; Malu Zhang; Yang Yang 002 (ICASSP, 2025)

Spiking Vision Transformer with Saccadic Attention. - Shuai Wang 058; Malu Zhang; Dehao Zhang; Ammar Belatreche; Yichen Xiao; Yu Liang; Yimeng Shan; Qian Sun; Enqi Zhang; Yang Yang 002 (ICLR, 2025)

BSO: Binary Spiking Online Optimization Algorithm. - Yu Liang; Yu Yang; Wenjie Wei; Ammar Belatreche; Shuai Wang 058; Malu Zhang; Yang Yang 002 (ICML, 2025)

Ternary spike-based neuromorphic signal processing system. - Shuai Wang 058; Dehao Zhang; Ammar Belatreche; Yichen Xiao; Hongyu Qing; Wenjie Wei; Malu Zhang; Yang Yang 002 (Neural Networks, 2025)

SDTrack: A Baseline for Event-based Tracking via Spiking Neural Networks. - Yimeng Shan; Zhenbang Ren; Haodi Wu; Wenjie Wei; Rui-Jie Zhu 003; Shuai Wang 058; Dehao Zhang; Yichen Xiao; Jieyuan Zhang; Kexin Shi; Jingzhinan Wang; Jason K. Eshraghian; et al. (CoRR, 2025)

Toward Energy-Efficient Spike-Based Deep Reinforcement Learning With Temporal Coding. - Malu Zhang; Shuai Wang 058; Jibin Wu; Wenjie Wei; Dehao Zhang; Zijian Zhou 005; Siying Wang 002; Fan Zhang 068; Yang Yang 002 (IEEE Comput. Intell. Mag., 2025)

Dendritic Resonate-and-Fire Neuron for Effective and Efficient Long Sequence Modeling. - Dehao Zhang; Malu Zhang; Shuai Wang 058; Jingya Wang; Wenjie Wei; Zeyu Ma 002; Guoyin Wang 001; Yang Yang 002; Haizhou Li 001 (CoRR, 2025)

S2NN: Sub-bit Spiking Neural Networks. - Wenjie Wei; Malu Zhang; Jieyuan Zhang; Ammar Belatreche; Shuai Wang 058; Yimeng Shan; Hanwen Liu; Honglin Cao; Guoqing Wang 001; Yang Yang 060; Haizhou Li 001 (CoRR, 2025)

Unveiling the Spatial-temporal Effective Receptive Fields of Spiking Neural Networks. - Jieyuan Zhang; Xiaolong Zhou; Shuai Wang 058; Wenjie Wei; Hanwen Liu; Qian Sun; Malu Zhang; Yang Yang 002; Haizhou Li 001 (CoRR, 2025)

Spiking neural networks for EEG signal analysis: From theory to practice. - Siqi Cai 002; Zheyuan Lin; Xiaoli Liu; Wenjie Wei; Shuai Wang 058; Malu Zhang; Tanja Schultz; Haizhou Li 001 (Neural Networks, 2026)