ASP: Learning to Forget with Adaptive Synaptic Plasticity in Spiking
Neural Networks

ASP: Learning to Forget with Adaptive Synaptic Plasticity in Spiking Neural Networks

22 March 2017

Priyadarshini Panda

Jason M. Allred

Papers citing "ASP: Learning to Forget with Adaptive Synaptic Plasticity in Spiking Neural Networks"

17 / 17 papers shown

Title
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 Mohamed Bennai 45 1 0 21 Mar 2025
TACOS: Task Agnostic Continual Learning in Spiking Neural Networks Nicholas Soures Peter Helfer Anurag Daram Tej Pandit Dhireesha Kudithipudi CLL 30 9 0 16 Aug 2024
Hebbian Learning based Orthogonal Projection for Continual Learning of Spiking Neural Networks Mingqing Xiao Qingyan Meng Zongpeng Zhang D.K. He Zhouchen Lin CLL 33 7 0 19 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 32 3 0 18 Sep 2023
TopSpark: A Timestep Optimization Methodology for Energy-Efficient Spiking Neural Networks on Autonomous Mobile Agents Rachmad Vidya Wicaksana Putra Mohamed Bennai 42 12 0 03 Mar 2023
Mantis: Enabling Energy-Efficient Autonomous Mobile Agents with Spiking Neural Networks Rachmad Vidya Wicaksana Putra Mohamed Bennai 40 6 0 24 Dec 2022
tinySNN: Towards Memory- and Energy-Efficient Spiking Neural Networks Rachmad Vidya Wicaksana Putra Mohamed Bennai 29 6 0 17 Jun 2022
lpSpikeCon: Enabling Low-Precision Spiking Neural Network Processing for Efficient Unsupervised Continual Learning on Autonomous Agents Rachmad Vidya Wicaksana Putra Mohamed Bennai 26 16 0 24 May 2022
Characterization of Generalizability of Spike Timing Dependent Plasticity trained Spiking Neural Networks Biswadeep Chakraborty Saibal Mukhopadhyay 12 15 0 31 May 2021
SpikeDyn: A Framework for Energy-Efficient Spiking Neural Networks with Continual and Unsupervised Learning Capabilities in Dynamic Environments Rachmad Vidya Wicaksana Putra Mohamed Bennai 11 33 0 28 Feb 2021
SPA: Stochastic Probability Adjustment for System Balance of Unsupervised SNNs Xingyu Yang Mingyuan Meng Shanlin Xiao Zhiyi Yu 16 1 0 19 Oct 2020
FSpiNN: An Optimization Framework for Memory- and Energy-Efficient Spiking Neural Networks Rachmad Vidya Wicaksana Putra Mohamed Bennai 16 46 0 17 Jul 2020
Spiking Inception Module for Multi-layer Unsupervised Spiking Neural Networks Mingyuan Meng Xingyu Yang Shanlin Xiao Zhiyi Yu 14 13 0 29 Jan 2020
High-parallelism Inception-like Spiking Neural Networks for Unsupervised Feature Learning Mingyuan Meng Xingyu Yang Lei Bi Jinman Kim Shanlin Xiao Zhiyi Yu 21 16 0 02 Dec 2019
Towards Scalable, Efficient and Accurate Deep Spiking Neural Networks with Backward Residual Connections, Stochastic Softmax and Hybridization Priyadarshini Panda Sai Aparna Aketi Kaushik Roy 18 35 0 30 Oct 2019
Controlled Forgetting: Targeted Stimulation and Dopaminergic Plasticity Modulation for Unsupervised Lifelong Learning in Spiking Neural Networks Jason M. Allred Kaushik Roy CLL 22 31 0 08 Feb 2019
Incremental Learning in Deep Convolutional Neural Networks Using Partial Network Sharing Syed Shakib Sarwar Aayush Ankit Kaushik Roy CLL 37 109 0 07 Dec 2017