article-journal

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

An efficient threshold-driven aggregate-label learning algorithm for multimodal information processing

Malu Zhang, Xiaoling Luo, Yi Chen, Jibin Wu, Ammar Belatreche, Zihan Pan, Hong Qu, Haizhou Li

Deep spiking neural networks for large vocabulary automatic speech recognition

Jibin Wu, Emre Yılmaz, Malu Zhang, Haizhou Li, Kay Chen Tan

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

Qi Liu, Jibin Wu

Supervised learning in spiking neural networks with synaptic delay-weight plasticity

Malu Zhang, Jibin Wu, Ammar Belatreche, Zihan Pan, Xiurui Xie, Yansong Chua, Guoqi Li, Hong Qu, Haizhou Li

You only spike once: Improving energy-efficient neuromorphic inference to ann-level accuracy

Kyle Timothy Ng Chu, Burin Amornpaisannon, Yaswanth Tavva, Venkata Pavan Kumar Miriyala, Jibin Wu, Malu Zhang, Haizhou Li, Trevor E Carlson, others

A spiking neural network framework for robust sound classification

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