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Malu Zhang

National University of Singapore

17

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172

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

2021 Neurocomputing
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A Tandem Learning Rule for Effective Training and Rapid Inference of Deep Spiking Neural Networks

2021 IEEE Transactions on Neural Networks
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Multi-Tone Phase Coding of Interaural Time Difference for Sound Source Localization With Spiking Neural Networks

2021 IEEE Transactions on Audio, Speech, and Language Processing
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Deep Spiking Neural Network with Neural Oscillation and Spike-Phase Information.

2021 AAAI | National Conference on Artificial Intelligence
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GCC-PHAT with Speech-oriented Attention for Robotic Sound Source Localization

2021 ICRA | International Conference on Robotics and Automation
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Spike-Timing-Dependent Back Propagation in Deep Spiking Neural Networks.

2020 arXiv: Neural and Evolutionary Computing
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Deep Spiking Neural Networks for Large Vocabulary Automatic Speech Recognition

2020 Frontiers in Neuroscience
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An efficient and perceptually motivated auditory neural encoding and decoding algorithm for spiking neural networks

2020 Frontiers in Neuroscience
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MPD-AL: An Efficient Membrane Potential Driven Aggregate-Label Learning Algorithm for Spiking Neurons

2019 AAAI | National Conference on Artificial Intelligence
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An efficient and perceptually motivated auditory neural encoding and decoding algorithm for spiking neural networks

2019 arXiv: Sound
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