Yan Shen

Training High-Performance Low-Latency Spiking Neural Networks by Differentiation on Spike Representation

Qingyan Meng, Xiao Ming-qing, Yan Shen et al. · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · 111 citations

Engineering, Machine Learning, Neural Network +17

MimicNet

Qizhen Zhang, Kelvin K. W. Ng, Charles W. Kazer et al. · 2021 · 50 citations · Full text

Cluster Computing, Engineering, High Performance Computer Network +17

Towards Memory- and Time-Efficient Backpropagation for Training Spiking Neural Networks

Qingyan Meng, Mingqing Xiao, Yan Shen et al. · 2023 · 46 citations

Engineering, Machine Learning, Spatial Learning +16

Elastic Bloom Filter: Deletable and Expandable Filter Using Elastic Fingerprints

Yuhan Wu, Jintao He, Yan Shen et al. · IEEE Transactions on Computers · 2021 · 41 citations · Full text

Bioinformatics, Computational Science, Engineering +11

Training much deeper spiking neural networks with a small number of time-steps

Qingyan Meng, Yan Shen, Xiao Ming-qing et al. · Neural Networks · 2022 · 24 citations

Engineering, Computational Neuroscience, Sparse Neural Network +11