robertsdionne/neural-network-papers resource

Health v2 · maintenance only

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1995 stars · 373 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A curated list of neural network and deep learning research papers, organized by topic such as CNNs, RNNs, GANs, reinforcement learning, and training techniques. It also links to surveys, books, datasets, pretrained models, and other resource lists.

Use cases

• find deep learning research papers on a topic
• reading list for learning neural networks
• find papers on GANs or RNNs
• locate datasets and pretrained models for deep learning
• survey the deep learning literature before starting research

When to choose

• you want a topic-organized bibliography of neural network papers
• you are building a self-study curriculum in deep learning
• you need pointers to related awesome lists, books, and datasets

When to avoid

• you need runnable code or a library rather than paper links
• you need up-to-date papers covering recent years
• you want peer-reviewed curation rather than a community list

Facets

learning-resource · maturity maintenance

documentation deep-learning machine-learning artificial-intelligence awesome-lists curated-list papers bibliography neural-networks research web-server

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For agents

markdown · JSON · MCP: product_card(name="robertsdionne/neural-network-papers")