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cs.SD2023
Spiking-LEAF: A Learnable Auditory front-end for Spiking Neural Networks
Zeyang Song, Jibin Wu, Malu Zhang +2
Brain-inspired spiking neural networks (SNNs) have demonstrated great potential for temporal signal processing. However, their performance in speech processing remains limited due…
cs.SD2019
An efficient and perceptually motivated auditory neural encoding and decoding algorithm for spiking neural networks
Zihan Pan, Yansong Chua, Jibin Wu +3
Auditory front-end is an integral part of a spiking neural network (SNN) when performing auditory cognitive tasks. It encodes the temporal dynamic stimulus, such as speech and audi…