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@cogilab KAIST Cognitive Intelligence Laboratory

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    14 repositories

    • Random2

      Public
      Implementation of "Pretraining with random noise for uncertainty calibration" (Ongoing)
      Python
      •
      MIT License
      •0•1•0•0•Updated Feb 16, 2025Feb 16, 2025

    • Random

      Public
      Implementation of "Pretraining with random noise for fast and robust learning without weight transport" (Cheon et al., NeurIPS, 2024)
      MIT License
      •0•2•0•0•Updated Jan 6, 2025Jan 6, 2025

    • Gabor

      Public
      Implementation of "Hard-wired visual filters for environment-agnostic object recognition" (Ongoing)
      MATLAB
      •1•0•0•0•Updated Nov 5, 2024Nov 5, 2024

    • Metaplasticity

      Public
      Implementation of "Neuromimetic metaplasticity for adaptive continual learning" (Ongoing)
      MATLAB
      •0•0•0•0•Updated Sep 1, 2024Sep 1, 2024

    • GeoDyn

      Public
      Implementation of "Classification of Spatiotemporal Neural Activity Patterns in Brain Imaging Data" (Song et al., Scientific Reports, 2018)
      MATLAB
      •
      MIT License
      •0•1•0•0•Updated Jun 5, 2024Jun 5, 2024

    • Comparison

      Public
      Implementation of "Comparison of visual quantities in untrained neural networks" (Lee et al., Cell Reports, 2023)
      MATLAB
      •
      MIT License
      •2•0•0•0•Updated Jul 30, 2023Jul 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)
      0•0•0•0•Updated Jun 26, 2023Jun 26, 2023

    • Invariance

      Public
      Implementation of "Invariance of object detection in untrained deep neural networks" (Cheon et al., Frontiers in Computational Neuroscience, 2022)
      MATLAB
      •
      MIT License
      •0•3•0•0•Updated Nov 6, 2022Nov 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)
      MATLAB
      •8•14•11•0•Updated Oct 26, 2022Oct 26, 2022

    • MEA_analysis

      Public
      Source code for analyzing multi-electrode array signal
      MATLAB
      •0•0•0•0•Updated May 23, 2022May 23, 2022

    • Face

      Public
      Implementation of "Face detection in untrained deep neural networks" (Baek et al., Nature Communications, 2021)
      MATLAB
      •
      MIT License
      •6•10•0•1•Updated Nov 2, 2021Nov 2, 2021

    • Number

      Public
      Implementation of "Visual number sense in untrained deep neural networks" (Kim et al., Science Advances, 2021)
      MATLAB
      •
      MIT License
      •7•7•0•0•Updated Oct 22, 2020Oct 22, 2020

    • rwave

      Public
      Implementation of "Spontaneous retinal waves can generate long-range horizontal connectivity in visual cortex" (Kim et al., Journal of Neuroscience, 2020)
      MATLAB
      •
      MIT License
      •0•2•0•0•Updated Jul 28, 2020Jul 28, 2020

    • SC

      Public
      Implementation of "Periodic clustering of simple and complex cells in visual cortex" (Kim et al., Neural Networks, 2021)
      MATLAB
      •1•0•0•0•Updated May 18, 2020May 18, 2020