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Malu Zhang

National University of Singapore · SG
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Area of research
Electrical and Electronic Engineering · Cognitive Neuroscience
Research interest
Research interests include Computer science, Spiking neural network, Artificial intelligence, Artificial neural network, Neuromorphic engineering, and Backpropagation.
h-index
citations
929
works
13
NIH funding
primary concept
email

Recent publications

Spiking Neural Networks With Adaptive Membrane Time Constant for Event-Based Tracking
IEEE Transactions on Image Processing 2025cited by 14position: middledoi
Efficient and robust temporal processing with neural oscillations modulated spiking neural networks
Nature Communications 2025cited by 6position: middledoi
Efficient spiking neural network design via neural architecture search
Neural Networks 2024cited by 25position: middledoi
Seeing What You Said: Talking Face Generation Guided by a Lip Reading Expert
2023cited by 101position: middledoi
Rectified Linear Postsynaptic Potential Function for Backpropagation in Deep Spiking Neural Networks
Northumbria Research Link (Northumbria University) 2022cited by 49position: first
A Tandem Learning Rule for Effective Training and Rapid Inference of Deep Spiking Neural Networks
IEEE Transactions on Neural Networks and Learning Systems 2021cited by 157position: middledoi
Progressive Tandem Learning for Pattern Recognition With Deep Spiking Neural Networks
IEEE Transactions on Pattern Analysis and Machine Intelligence 2021cited by 124position: middledoi
Multi-Tone Phase Coding of Interaural Time Difference for Sound Source Localization With Spiking Neural Networks
IEEE/ACM Transactions on Audio Speech and Language Processing 2021cited by 33position: middledoi
Deep Spiking Neural Networks for Large Vocabulary Automatic Speech Recognition
Frontiers in Neuroscience 2020cited by 128position: middledoi
Supervised learning in spiking neural networks with synaptic delay-weight plasticity
Neurocomputing 2020cited by 76position: firstdoi
A Spiking Neural Network Framework for Robust Sound Classification
Frontiers in Neuroscience 2018cited by 126position: middledoi
Supervised learning in spiking neural networks with noise-threshold
Neurocomputing 2016cited by 70position: firstdoi
An Efficient Supervised Training Algorithm for Multilayer Spiking Neural Networks
PLoS ONE 2016cited by 20position: middledoi

Grants

No grants ingested yet.

Frequent collaborators

Haizhou Li · National University of Singapore11 papers (2018–2025)Jibin Wu · National University of Singapore8 papers (2018–2025)Kay Chen Tan · National University of Singapore5 papers (2018–2025)Yansong Chua · National University of Singapore4 papers (2018–2022)Hong Qu · Hong Kong Polytechnic University4 papers (2016–2022)Jiadong Wang · National University of Singapore3 papers (2021–2023) · 3 papers (2016–2020) · 2 papers (2020–2022)Qianhui Liu · National University of Singapore2 papers (2024–2025)Jürgen Kurths · Leibniz Association2 papers (2016–2016)Zihan Pan · National University of Singapore2 papers (2020–2021)Guoqi Li · Huawei Technologies (China)2 papers (2020–2021)Burin Amornpaisannon · National University of Singapore1 papers (2022–2022)Xinyuan Qian · National University of Singapore1 papers (2023–2023)Yujie Wu · Princeton University1 papers (2025–2025)Jiaqi Yan · University of Florida1 papers (2024–2024)Jiqing Zhang · China Railway Design Corporation (China)1 papers (2025–2025)Xin Yang · Hebei Agricultural University1 papers (2025–2025)Trevor E. Carlson · National University of Singapore1 papers (2022–2022)Daquan Zhou · National University of Singapore1 papers (2021–2021)
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