Biologically inspired structure learning with reverse knowledge
distillation for spiking neural networks

Biologically inspired structure learning with reverse knowledge distillation for spiking neural networks

19 April 2023

Gang Pan

Papers citing "Biologically inspired structure learning with reverse knowledge distillation for spiking neural networks"

8 / 8 papers shown

Title
Temporal Separation with Entropy Regularization for Knowledge Distillation in Spiking Neural Networks Kairong Yu Chengting Yu Tianqing Zhang Xiaochen Zhao Shu Yang Hongwei Wang Qiang Zhang Qi Xu 108 5 0 05 Mar 2025
STAA-SNN: Spatial-Temporal Attention Aggregator for Spiking Neural Networks Tianqing Zhang Kairong Yu Xian Zhong Hongwei Wang Qi Xu Qiang Zhang 105 1 0 04 Mar 2025
Temporal Efficient Training of Spiking Neural Network via Gradient Re-weighting Shi-Wee Deng Yuhang Li Shanghang Zhang Shi Gu 185 256 0 24 Feb 2022
Energy-efficient Knowledge Distillation for Spiking Neural Networks Dongjin Lee Seongsik Park Jongwan Kim Wuhyeong Doh Sungroh Yoon 42 12 0 14 Jun 2021
Incorporating Learnable Membrane Time Constant to Enhance Learning of Spiking Neural Networks Wei Fang Zhaofei Yu Yanqing Chen T. Masquelier Tiejun Huang Yonghong Tian 128 523 0 11 Jul 2020
Enabling Deep Spiking Neural Networks with Hybrid Conversion and Spike Timing Dependent Backpropagation Nitin Rathi G. Srinivasan Priyadarshini Panda Kaushik Roy 150 301 0 04 May 2020
RMP-SNN: Residual Membrane Potential Neuron for Enabling Deeper High-Accuracy and Low-Latency Spiking Neural Network Bing Han G. Srinivasan Kaushik Roy 59 315 0 25 Feb 2020
Surrogate Gradient Learning in Spiking Neural Networks Emre Neftci Hesham Mostafa Friedemann Zenke 87 1,234 0 28 Jan 2019