Controlled Forgetting: Targeted Stimulation and Dopaminergic Plasticity Modulation for Unsupervised Lifelong Learning in Spiking Neural Networks
Author:
Funder
Semiconductor Research Corporation
Publisher
Frontiers Media SA
Subject
General Neuroscience
Reference27 articles.
1. Memory aware synapses: Learning what (not) to forget,;Aljundi,2018
2. Unsupervised incremental stdp learning using forced firing of dormant or idle neurons,;Allred,2016
3. BashivanP. SchrimpfM. AjemianR. RishI. RiemerM. TuY. Continual learning with self-organizing maps. arXiv:1904.09330 [Preprint]2019
4. Online spatio-temporal pattern recognition with evolving spiking neural networks utilising address event representation, rank order, and temporal spike learning,;Dhoble,2012
5. Unsupervised learning of digit recognition using spike-timing-dependent plasticity;Diehl;Front. Comput. Neurosci.,2015
Cited by 15 articles. 订阅此论文施引文献 订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献
1. A Design Methodology for Energy-Efficient Embedded Spiking Neural Networks;Embedded Machine Learning for Cyber-Physical, IoT, and Edge Computing;2023-10-10
2. TopSpark: A Timestep Optimization Methodology for Energy-Efficient Spiking Neural Networks on Autonomous Mobile Agents;2023 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS);2023-10-01
3. Brain-inspired neural circuit evolution for spiking neural networks;Proceedings of the National Academy of Sciences;2023-09-20
4. SwiftSpike: An Efficient Software Framework for the Development of Spiking Neural Networks;2023 IEEE International Conference on Omni-layer Intelligent Systems (COINS);2023-07-23
5. A survey and perspective on neuromorphic continual learning systems;Frontiers in Neuroscience;2023-05-04
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线，采集、加工和组织学术论文而形成的新型学术文献查询和分析系统，可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容，当前同舟云学术共收录了国内外主流学术期刊6万余种，收集的期刊论文及会议论文总量共计约1.5亿篇，并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询！咨询电话：010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3