research
∙
09/18/2023
Spiking-LEAF: A Learnable Auditory front-end for Spiking Neural Networks
Brain-inspired spiking neural networks (SNNs) have demonstrated great po...
share
research
∙
03/29/2023
Seeing What You Said: Talking Face Generation Guided by a Lip Reading Expert
Talking face generation, also known as speech-to-lip generation, reconst...
research
∙
10/10/2022
Training Spiking Neural Networks with Local Tandem Learning
Spiking neural networks (SNNs) are shown to be more biologically plausib...
research
∙
06/21/2022
TCJA-SNN: Temporal-Channel Joint Attention for Spiking Neural Networks
Spiking Neural Networks (SNNs) is a practical approach toward more data-...
research
∙
03/12/2021
Sequential Random Network for Fine-grained Image Classification
Deep Convolutional Neural Network (DCNN) and Transformer have achieved r...
research
∙
07/07/2020
Multi-Tones' Phase Coding (MTPC) of Interaural Time Difference by Spiking Neural Network
Inspired by the mammal's auditory localization pathway, in this paper we...
research
∙
06/03/2020
You Only Spike Once: Improving Energy-Efficient Neuromorphic Inference to ANN-Level Accuracy
In the past decade, advances in Artificial Neural Networks (ANNs) have a...
research
∙
03/26/2020
Spike-Timing-Dependent Back Propagation in Deep Spiking Neural Networks
The success of Deep Neural Networks (DNNs) can be attributed to its deep...
research
∙
11/19/2019
Deep Spiking Neural Networks for Large Vocabulary Automatic Speech Recognition
Artificial neural networks (ANN) have become the mainstream acoustic mod...
research
∙
09/12/2019
Neural Population Coding for Effective Temporal Classification
Neural encoding plays an important role in faithfully describing the tem...
research
∙
09/03/2019
An efficient and perceptually motivated auditory neural encoding and decoding algorithm for spiking neural networks
Auditory front-end is an integral part of a spiking neural network (SNN)...
research
∙
07/02/2019
A Hybrid Learning Rule for Efficient and Rapid Inference with Spiking Neural Networks
The emerging neuromorphic computing (NC) architectures have shown compel...
research
∙
07/02/2019
A Tandem Learning Rule for Efficient and Rapid Inference on Deep Spiking Neural Networks
Emerging neuromorphic computing (NC) architectures have shown compelling...
research
∙
02/15/2019