Enhancing Efficient Continual Learning with Dynamic Structure
Development of Spiking Neural Networks

Enhancing Efficient Continual Learning with Dynamic Structure Development of Spiking Neural Networks

9 August 2023

Yi Zeng

Papers citing "Enhancing Efficient Continual Learning with Dynamic Structure Development of Spiking Neural Networks"

7 / 7 papers shown

Title
CogniSNN: A First Exploration to Random Graph Architecture based Spiking Neural Networks with Enhanced Expandability and Neuroplasticity Yongsheng Huang Peibo Duan Zhipeng Liu Kai Sun Changsheng Zhang Bin Zhang Mingkun Xu GNN 50 0 0 09 May 2025
Replay4NCL: An Efficient Memory Replay-based Methodology for Neuromorphic Continual Learning in Embedded AI Systems M. Minhas Rachmad Vidya Wicaksana Putra Falah R. Awwad Osman Hasan Muhammad Shafique 37 1 0 21 Mar 2025
Brain-inspired and Self-based Artificial Intelligence Yi Zeng Feifei Zhao Yuxuan Zhao Dongcheng Zhao Enmeng Lu ... Yiting Dong Wenxuan Pan Xiangfei He Aorigele Bao Jin Wang AI4CE 45 2 0 29 Feb 2024
Parallel Spiking Unit for Efficient Training of Spiking Neural Networks Yang Li Yinqian Sun Xiang-Yu He Yiting Dong Dongcheng Zhao Yi Zeng 34 3 0 01 Feb 2024
Adaptive Reorganization of Neural Pathways for Continual Learning with Spiking Neural Networks Bing Han Feifei Zhao Wenxuan Pan Zhaoya Zhao Xianqi Li Qingqun Kong Yi Zeng CLL 19 3 0 18 Sep 2023
Unveiling the Tapestry: the Interplay of Generalization and Forgetting in Continual Learning Zenglin Shi Jing Jie Ying Sun J. Lim Mengmi Zhang CLL 32 1 0 21 Nov 2022
Forward and Backward Information Retention for Accurate Binary Neural Networks Haotong Qin Ruihao Gong Xianglong Liu Mingzhu Shen Ziran Wei F. Yu Jingkuan Song MQ 117 324 0 24 Sep 2019