Zeyang Song, Jinbin Wu*, Malu Zhang, Mike Zheng Shou, Haizhou Li
(2024).
Spiking-LEAF: A Learnable Auditory front-end for Spiking Neural Networks.
ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Seoul, Korea, Republic of, 2024, pp. 226-230.
Malu Zhang, Jiadong Wang, Jibin Wu, Ammar Belatreche, Burin Amornpaisannon, Zhixuan Zhang, Venkata Pavan Kumar Miriyala, Hong Qu, Yansong Chua, Trevor E Carlson, others
(2021).
Rectified linear postsynaptic potential function for backpropagation in deep spiking neural networks.
in IEEE Transactions on Neural Networks and Learning Systems, vol. 33, no. 5, pp. 1947-1958, May 2022.
Jibin Wu, Chenglin Xu, Xiao Han, Daquan Zhou, Malu Zhang, Haizhou Li, Kay Chen Tan
(2021).
Progressive tandem learning for pattern recognition with deep spiking neural networks.
in IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 44, no. 11, pp. 7824-7840, 1 Nov. 2022.
Malu Zhang, Jibin Wu, Ammar Belatreche, Zihan Pan, Xiurui Xie, Yansong Chua, Guoqi Li, Hong Qu, Haizhou Li
(2020).
Supervised learning in spiking neural networks with synaptic delay-weight plasticity.
Neurocomputing, 409, 103-118.
Malu Zhang, Xiaoling Luo, Yi Chen, Jibin Wu, Ammar Belatreche, Zihan Pan, Hong Qu, Haizhou Li
(2020).
An efficient threshold-driven aggregate-label learning algorithm for multimodal information processing.
in IEEE Journal of Selected Topics in Signal Processing, vol. 14, no. 3, pp. 592-602, March 2020.