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https://github.com/baophann/awesome-ff

A repository about awesome Forward-forward learning algorithm paper.

https://github.com/baophann/awesome-ff

Science Score: 23.0%

This score indicates how likely this project is to be science-related based on various indicators:

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    CITATION.cff file
  • ✓
    codemeta.json file
    Found codemeta.json file
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    .zenodo.json file
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    DOI references
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    Academic publication links
    Links to: arxiv.org
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    Academic email domains
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    Institutional organization owner
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    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (3.7%) to scientific vocabulary
Last synced: 10 months ago · JSON representation

Repository

A repository about awesome Forward-forward learning algorithm paper.

Basic Info
  • Host: GitHub
  • Owner: BaophanN
  • Default Branch: main
  • Size: 12.7 KB
Statistics
  • Stars: 0
  • Watchers: 1
  • Forks: 0
  • Open Issues: 0
  • Releases: 0
Created over 1 year ago · Last pushed over 1 year ago
Metadata Files
Readme

README.md

Awesome-FF

A repository about awesome Forward-forward learning algorithm paper. 2025 - DeeperForward: Enhanced Forward-Forward Training for Deeper and Better Performance (ICLR 2025). [paper][code] - The Trifecta: Three simple techniques for training deeper Forward-Forward networks (PMLR 2023) [paper][code] - SymBa: Symmetric Backpropagation-Free Contrastive Learning with Forward-Forward Algorithm for Optimizing Convergence (Arxiv) [paper] - PIPETA: Error-driven Input Modulation: Solving the Credit Assignment Problem without a Backward Pass (ICML 2022) [paper][code] - HLOP-SNN: Hebbian Learning based Orthogonal Projection for Continual Learning of Spiking Neural Networks (ICLR 2024). [openreview] [arxiv] - Hebbian Deep Learning without feedback (ICLR 2023) [openreview] [arxiv] - On the robustness of fully-spiking neural networks in open-world scenatios using forward-only learning algorithm [openreview] [code] - Backpropagation-free Spiking Neural Networks with the Forward-Forward Algorithm [openreview] - Constrastive-signal-dependent plasticity: self-supervised learning in spiking neural circuits (Science Advances) [arxiv]

Owner

  • Name: Bao Phan
  • Login: BaophanN
  • Kind: user

Where there's a will, there's a way.

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