Connection Pruning for Deep Spiking Neural Networks with On-Chip Learning

9 October 2020

Papers citing "Connection Pruning for Deep Spiking Neural Networks with On-Chip Learning"

9 / 9 papers shown

Title
A Quarter of a Century of Neuromorphic Architectures on FPGAs -- an Overview Wiktor J. Szczerek Artur Podobas GNN 44 0 0 23 Feb 2025
Weight Sparsity Complements Activity Sparsity in Neuromorphic Language Models Rishav Mukherji Mark Schöne Khaleelulla Khan Nazeer Christian Mayr David Kappel Anand Subramoney 42 2 0 01 May 2024
Activity Sparsity Complements Weight Sparsity for Efficient RNN Inference Rishav Mukherji Mark Schöne Khaleelulla Khan Nazeer Christian Mayr Anand Subramoney 38 2 0 13 Nov 2023
ESL-SNNs: An Evolutionary Structure Learning Strategy for Spiking Neural Networks Jiangrong Shen Qi Xu Jian K. Liu Yueming Wang Gang Pan Huajin Tang 30 42 0 06 Jun 2023
Probabilistic Modeling: Proving the Lottery Ticket Hypothesis in Spiking Neural Network Man Yao Yu-Liang Chou Guangshe Zhao Xiawu Zheng Yonghong Tian Boxing Xu Guoqi Li 36 4 0 20 May 2023
Neurogenesis Dynamics-inspired Spiking Neural Network Training Acceleration Shaoyi Huang Haowen Fang Kaleel Mahmood Bowen Lei Nuo Xu Bin Lei Yue Sun Dongkuan Xu Wujie Wen Caiwen Ding 35 10 0 24 Apr 2023
Developmental Plasticity-inspired Adaptive Pruning for Deep Spiking and Artificial Neural Networks Bing Han Feifei Zhao Yi Zeng Guobin Shen 41 6 0 23 Nov 2022
Adaptive Sparse Structure Development with Pruning and Regeneration for Spiking Neural Networks Bing Han Feifei Zhao Yi Zeng Wenxuan Pan 36 13 0 22 Nov 2022
Enabling Deep Spiking Neural Networks with Hybrid Conversion and Spike Timing Dependent Backpropagation Nitin Rathi G. Srinivasan Priyadarshini Panda Kaushik Roy 124 296 0 04 May 2020