article-journal

Training spiking neural networks with local tandem learning

Qu Yang, Jibin Wu*, Malu Zhang, Yansong Chua, Xinchao Wang, Haizhou Li

A tandem learning rule for effective training and rapid inference of deep spiking neural networks

Jibin Wu, Yansong Chua, Malu Zhang, Guoqi Li, Haizhou Li, Kay Chen Tan

An Automatic Sound Classification Framework with Non-volatile Memory

Jibin Wu, Yansong Chua, Malu Zhang, Haizhou Li, Kay Chen Tan

HuRAI: A brain-inspired computational model for human-robot auditory interface

Jibin Wu, Qi Liu, Malu Zhang, Zihan Pan, Haizhou Li, Kay Chen Tan

Multi-tone phase coding of interaural time difference for sound source localization with spiking neural networks

Zihan Pan, Malu Zhang, Jibin Wu, Jiadong Wang, Haizhou Li

Parameter tuning-free missing-feature reconstruction for robust sound recognition

Qi Liu, Jibin Wu

Progressive tandem learning for pattern recognition with deep spiking neural networks

Jibin Wu, Chenglin Xu, Xiao Han, Daquan Zhou, Malu Zhang, Haizhou Li, Kay Chen Tan

Rectified linear postsynaptic potential function for backpropagation in deep spiking neural networks

Malu Zhang, Jiadong Wang, Jibin Wu, Ammar Belatreche, Burin Amornpaisannon, Zhixuan Zhang, Venkata Pavan Kumar Miriyala, Hong Qu, Yansong Chua, Trevor E Carlson, others

Target speaker verification with selective auditory attention for single and multi-talker speech

Chenglin Xu, Wei Rao, Jibin Wu, Haizhou Li

An efficient and perceptually motivated auditory neural encoding and decoding algorithm for spiking neural networks

Zihan Pan, Yansong Chua, Jibin Wu, Malu Zhang, Haizhou Li, Eliathamby Ambikairajah