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Jibin Wu
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Rectified Linear Postsynaptic Potential Function for Backpropagation in Deep Spiking Neural Networks
M Zhang, J Wang, J Wu, A Belatreche, Z Zhang, B Amornpaisannon, ...
IEEE Transactions on Neural Networks and Learning Systems, 2021
144*2021
A Tandem Learning Rule for Effective Training and Rapid Inference of Deep Spiking Neural Networks
J Wu, Y Chua, M Zhang, G Li, H Li, KC Tan
IEEE Transactions on Neural Networks and Learning Systems, 2021
1402021
A spiking neural network framework for robust sound classification
J Wu, Y Chua, M Zhang, H Li, KC Tan
Frontiers in neuroscience 12, 836, 2018
1012018
Deep spiking neural networks for large vocabulary automatic speech recognition
J Wu, E Yılmaz, M Zhang, H Li, KC Tan
Frontiers in neuroscience 14, 199, 2020
962020
Progressive tandem learning for pattern recognition with deep spiking neural networks
J Wu, C Xu, X Han, D Zhou, M Zhang, H Li, KC Tan
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2021
892021
Deep Spiking Neural Network with Spike Count based Learning Rule
J Wu, Y Chua, M Zhang, Q Yang, G Li, H Li
2019 International Joint Conference on Neural Networks (IJCNN), 1-6, 2019
692019
A biologically plausible speech recognition framework based on spiking neural networks
J Wu, Y Chua, H Li
2018 international joint conference on neural networks (IJCNN), 1-8, 2018
612018
Supervised learning in spiking neural networks with synaptic delay-weight plasticity
M Zhang, J Wu, A Belatreche, Z Pan, X Xie, Y Chua, G Li, H Qu, H Li
Neurocomputing 409, 103-118, 2020
462020
Neural population coding for effective temporal classification
Z Pan, J Wu, M Zhang, H Li, Y Chua
2019 International Joint Conference on Neural Networks (IJCNN), 1-8, 2019
462019
Mpd-al: an efficient membrane potential driven aggregate-label learning algorithm for spiking neurons
M Zhang, J Wu, Y Chua, X Luo, Z Pan, D Liu, H Li
Proceedings of the AAAI conference on artificial intelligence 33 (01), 1327-1334, 2019
432019
An Efficient and Perceptually Motivated Auditory Neural Encoding and Decoding Algorithm for Spiking Neural Networks
Z Pan, Y Chua, J Wu, M Zhang, H Li, E Ambikairajah
Frontiers in Neuroscience 13 (1662-453X), 1420, 2019
422019
Deep convolutional spiking neural networks for keyword spotting
E Yılmaz, OB Gevrek, J Wu, Y Chen, X Meng, H Li
Proceedings of INTERSPEECH, 2557-2561, 2020
272020
An efficient threshold-driven aggregate-label learning algorithm for multimodal information processing
M Zhang, X Luo, Y Chen, J Wu, A Belatreche, Z Pan, H Qu, H Li
IEEE Journal of Selected Topics in Signal Processing 14 (3), 592-602, 2020
272020
An event-based cochlear filter temporal encoding scheme for speech signals
Z Pan, H Li, J Wu, Y Chua
2018 International Joint Conference on Neural Networks (IJCNN), 1-8, 2018
232018
Target Speaker Verification with Selective Auditory Attention for Single and Multi-talker Speech
C Xu, W Rao, J Wu, H Li
IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2021
212021
Multi-tone phase coding of interaural time difference for sound source localization with spiking neural networks
Z Pan, M Zhang, J Wu, J Wang, H Li
IEEE/ACM Transactions on Audio, Speech, and Language Processing 29, 2656-2670, 2021
192021
Training Spiking Neural Networks with Local Tandem Learning
Q Yang, J Wu, M Zhang, Y Chua, X Wang, H Li
NeurIPS22, 2022
182022
Robust Sound Recognition: A Neuromorphic Approach
J Wu, Z Pan, M Zhang, RK Das, Y Chua, H Li
Proc. Interspeech 2019, 3667-3668, 2019
112019
Multi-tones' phase coding (mtpc) of interaural time difference by spiking neural network
Z Pan, M Zhang, J Wu, H Li
IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2021
92021
Competitive STDP-based feature representation learning for sound event classification
J Wu, M Zhang, H Li, Y Chua
2019 International Joint Conference on Neural Networks (IJCNN), 1-8, 2019
82019
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Articles 1–20