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@cogilab

KAIST Cognitive Intelligence Laboratory

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  1. Face Face Public

    Implementation of "Face detection in untrained deep neural networks" (Baek et al., Nature Communications, 2021)

    MATLAB 10 6

  2. Number Number Public

    Implementation of "Visual number sense in untrained deep neural networks" (Kim et al., Science Advances, 2021)

    MATLAB 7 7

  3. Random Random Public

    Implementation of "Pretraining with random noise for fast and robust learning without weight transport" (Cheon et al., NeurIPS, 2024)

    2

Repositories

Showing 10 of 14 repositories
  • Random2 Public

    Implementation of "Pretraining with random noise for uncertainty calibration" (Ongoing)

    cogilab/Random2’s past year of commit activity
    Python 1 MIT 0 0 0 Updated Feb 16, 2025
  • Random Public

    Implementation of "Pretraining with random noise for fast and robust learning without weight transport" (Cheon et al., NeurIPS, 2024)

    cogilab/Random’s past year of commit activity
    2 MIT 0 0 0 Updated Jan 6, 2025
  • Gabor Public

    Implementation of "Hard-wired visual filters for environment-agnostic object recognition" (Ongoing)

    cogilab/Gabor’s past year of commit activity
    MATLAB 0 1 0 0 Updated Nov 5, 2024
  • Metaplasticity Public

    Implementation of "Neuromimetic metaplasticity for adaptive continual learning" (Ongoing)

    cogilab/Metaplasticity’s past year of commit activity
    MATLAB 0 0 0 0 Updated Sep 1, 2024
  • GeoDyn Public

    Implementation of "Classification of Spatiotemporal Neural Activity Patterns in Brain Imaging Data" (Song et al., Scientific Reports, 2018)

    cogilab/GeoDyn’s past year of commit activity
    MATLAB 1 MIT 0 0 0 Updated Jun 5, 2024
  • Comparison Public

    Implementation of "Comparison of visual quantities in untrained neural networks" (Lee et al., Cell Reports, 2023)

    cogilab/Comparison’s past year of commit activity
    MATLAB 0 MIT 2 0 0 Updated Jul 30, 2023
  • LRC_Smallworld Public

    Implementation of "Species-specific wiring of cortical circuits for small-world networks in the primary visual cortex" (Baek et al., PLoS Computational Biology, 2023)

    cogilab/LRC_Smallworld’s past year of commit activity
    0 0 0 0 Updated Jun 26, 2023
  • Invariance Public

    Implementation of "Invariance of object detection in untrained deep neural networks" (Cheon et al., Frontiers in Computational Neuroscience, 2022)

    cogilab/Invariance’s past year of commit activity
    MATLAB 3 MIT 0 0 0 Updated Nov 6, 2022
  • AMaSiNe Public

    Implementation of "Precise Mapping of Single Neurons by Calibrated 3D Reconstruction of Brain Slices Reveals Topographic Projection in Mouse Visual Cortex" (Song et al., Cell Reports, 2020)

    cogilab/AMaSiNe’s past year of commit activity
    MATLAB 14 8 11 0 Updated Oct 26, 2022
  • MEA_analysis Public

    Source code for analyzing multi-electrode array signal

    cogilab/MEA_analysis’s past year of commit activity
    MATLAB 0 0 0 0 Updated May 23, 2022

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