Brain-inspired replay for continual learning with artificial neural networks
Published 2020 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
Brain-inspired replay for continual learning with artificial neural networks
Authors
Keywords
-
Journal
Nature Communications
Volume 11, Issue 1, Pages -
Publisher
Springer Science and Business Media LLC
Online
2020-08-13
DOI
10.1038/s41467-020-17866-2
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- Continual lifelong learning with neural networks: A review
- (2019) German I. Parisi et al. NEURAL NETWORKS
- Human Replay Spontaneously Reorganizes Experience
- (2019) Yunzhe Liu et al. CELL
- Generative Predictive Codes by Multiplexed Hippocampal Neuronal Tuplets
- (2018) Kefei Liu et al. NEURON
- Alleviating catastrophic forgetting using context-dependent gating and synaptic stabilization
- (2018) Nicolas Y. Masse et al. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
- Lifelong Learning of Spatiotemporal Representations With Dual-Memory Recurrent Self-Organization
- (2018) German I. Parisi et al. Frontiers in Neurorobotics
- Learning without Forgetting
- (2017) Zhizhong Li et al. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
- Overcoming catastrophic forgetting in neural networks
- (2017) James Kirkpatrick et al. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
- Parallel processing by cortical inhibition enables context-dependent behavior
- (2016) Kishore V Kuchibhotla et al. NATURE NEUROSCIENCE
- A cortical–hippocampal–cortical loop of information processing during memory consolidation
- (2016) Gideon Rothschild et al. NATURE NEUROSCIENCE
- Hippocampal Offline Reactivation Consolidates Recently Formed Cell Assembly Patterns during Sharp Wave-Ripples
- (2016) Gido M. van de Ven et al. NEURON
- What Learning Systems do Intelligent Agents Need? Complementary Learning Systems Theory Updated
- (2016) Dharshan Kumaran et al. TRENDS IN COGNITIVE SCIENCES
- Human-level control through deep reinforcement learning
- (2015) Volodymyr Mnih et al. NATURE
- Deep learning
- (2015) Yann LeCun et al. NATURE
- Mental Imagery: Functional Mechanisms and Clinical Applications
- (2015) Joel Pearson et al. TRENDS IN COGNITIVE SCIENCES
- Hippocampal place cells construct reward related sequences through unexplored space
- (2015) H Freyja Ólafsdóttir et al. eLife
- Internally generated sequences in learning and executing goal-directed behavior
- (2014) Giovanni Pezzulo et al. TRENDS IN COGNITIVE SCIENCES
- Upgrading the sleeping brain with targeted memory reactivation
- (2013) Delphine Oudiette et al. TRENDS IN COGNITIVE SCIENCES
- Biasing the content of hippocampal replay during sleep
- (2012) Daniel Bendor et al. NATURE NEUROSCIENCE
- Hippocampal replay in the awake state: a potential substrate for memory consolidation and retrieval
- (2011) Margaret F Carr et al. NATURE NEUROSCIENCE
- Hippocampal Replay Is Not a Simple Function of Experience
- (2010) Anoopum S. Gupta et al. NEURON
- Episodic memories
- (2009) Martin A. Conway NEUROPSYCHOLOGIA
- Strengthening Individual Memories by Reactivating Them During Sleep
- (2009) J. D. Rudoy et al. SCIENCE
- Internally Generated Reactivation of Single Neurons in Human Hippocampus During Free Recall
- (2008) H. Gelbard-Sagiv et al. SCIENCE
- Sparse but not ‘Grandmother-cell’ coding in the medial temporal lobe
- (2008) R. Quian Quiroga et al. TRENDS IN COGNITIVE SCIENCES
Find Funding. Review Successful Grants.
Explore over 25,000 new funding opportunities and over 6,000,000 successful grants.
ExplorePublish scientific posters with Peeref
Peeref publishes scientific posters from all research disciplines. Our Diamond Open Access policy means free access to content and no publication fees for authors.
Learn More