GMvandeVen / brain-inspired-replay

A brain-inspired version of generative replay for continual learning with deep neural networks (e.g., class-incremental learning on CIFAR-100; PyTorch code).

Date Created 2020-08-04 (4 years ago)

Commits 10 (last one 3 years ago)

Stargazers 228 (0 this week)

Watchers 7 (0 this week)

Forks 64

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RepositoryStats indexes 598,732 repositories, of these GMvandeVen/brain-inspired-replay is ranked #165,301 (72nd percentile) for total stargazers, and #272,205 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #29,271/120,199.

GMvandeVen/brain-inspired-replay is also tagged with popular topics, for these it's ranked: deep-learning (#3,299/8543), artificial-neural-networks (#38/101)

Other Information

GMvandeVen/brain-inspired-replay has 1 open pull request on Github, 0 pull requests have been merged over the lifetime of the repository.

Github issues are enabled, there is 1 open issue and 11 closed issues.

All Topics

replay split-mnist distillation deep-learning brain-inspired permuted-mnist split-cifar100 internal-replay generative-replay lifelong-learning continual-learning incremental-learning synaptic-intelligence replay-through-feedback variational-autoencoder artificial-neural-networks elastic-weight-consolidation

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updated: 2024-12-20 @ 05:44am, id: 284927011 / R_kgDOEPukIw