Published Papers📃

1. Memory-Free and Parallel Computation for Quantized Spiking Neural Networks. ICASSP 2025.
   Dehao Zhang, Shuai Wang, Yichen Xiao, Wenjie Wei, Yimeng Shan, Malu Zhang*, Yang Yang
2. Towards Accurate Binary Spiking Neural Networks: Learning with Adaptive Gradient Modulation Mechanism. AAAI 2025.
   Yu Liang, Wenjie Wei, Ammar Belatreche, Honglin Cao, Zijian Zhou, Shuai Wang, Malu Zhang*, Yang Yang
3. Spike-based Neuromorphic Model for Sound Source Localization. NeurIPS 2024.
   Dehao Zhang†, Shuai Wang†, Ammar Belatreche, Wenjie Wei, Yichen Xiao, Haorui Zheng, Zijian Zhou, Malu Zhang*, Yang Yang
4. Q-SNNs: Quantized Spiking Neural Networks. [Poster] ACM MM 2024.
   Wenjie Wei, Yu Liang, Ammar Belatreche, Yichen Xiao, Honglin Cao, Zhenbang Ren, Guoqing Wang, Malu Zhang*, Yang Yang
5. Global-Local Convolution with Spiking Neural Networks for Energy-efficient Keyword Spotting. Interspeech 2024.
   Shuai Wang, Dehao Zhang, Kexin Shi, Yuchen Wang, Wenjie Wei, Jibin Wu, Malu Zhang*
6. Temporal-coded Spiking Neural Networks with Dynamic Firing Threshold: Learning with Event-Driven Backpropagation. [Poster] ICCV 2023.
   Wenjie Wei, Malu Zhang*, Hong Qu, Ammar Belatreche, Jian Zhang, Hong Chen

Under Review Papers📝

1. Ternary spike-based neuromorphic signal processing system. 2024.5.
   Shuai Wang, Dehao Zhang, Ammar Belatreche, Yichen Xiao, Hongyu Qing, Wenjie Wei, Malu Zhang*, Yang Yang
2. Event-driven learning for spiking neural networks. 2024.1.
   Wenjie Wei, Malu Zhang*, Jilin Zhang, Ammar Belatreche, Jibin Wu, Zijing Xu, Xuerui Qiu, Hong Chen, Yang Yang, Haizhou Li