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@KamitaniLab

Kamitani Lab

Sharing code and data from Kamitani Lab (PI: Yukiyasu Kamitani) at Kyoto University and ATR: brain decoding, neuroimaging, machine learning, neuroinformatics

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  1. DeepImageReconstruction DeepImageReconstruction Public

    Data and code for Shen, Horikawa, Majima, and Kamitani (2019) Deep image reconstruction from human brain activity. PLoS Comput. Biol. http://dx.doi.org/10.1371/journal.pcbi.1006633.

    Python 278 61

  2. IllusionReconstruction IllusionReconstruction Public

    A reconstruction framework for materializing subjective experiences from brain signals

    Python 12 4

  3. GenericObjectDecoding GenericObjectDecoding Public

    Demo code for Horikawa and Kamitani (2017) Generic decoding of seen and imagined objects using hierarchical visual features. Nat Commun https://www.nature.com/articles/ncomms15037.

    MATLAB 159 47

  4. BHscore BHscore Public

    Jupyter Notebook 13 1

  5. bdpy bdpy Public

    Python package for brain decoding analysis (BrainDecoderToolbox2 data format, machine learning analysis, functional MRI)

    Python 38 21

  6. brain-decoding-cookbook-public brain-decoding-cookbook-public Public

    Jupyter Notebook 25 5

Repositories

Showing 10 of 53 repositories
  • bdpy Public

    Python package for brain decoding analysis (BrainDecoderToolbox2 data format, machine learning analysis, functional MRI)

    KamitaniLab/bdpy’s past year of commit activity
    Python 38 MIT 21 17 4 Updated Apr 15, 2025
  • KamitaniLab/SoundReconstruction’s past year of commit activity
    Jupyter Notebook 7 2 0 0 Updated Mar 22, 2025
  • KamitaniLab/InterSiteNeuralCodeConversion’s past year of commit activity
    Python 1 MIT 0 0 0 Updated Feb 22, 2025
  • KamitaniLab/brain-decoding-cookbook-public’s past year of commit activity
    Jupyter Notebook 25 MIT 5 5 1 Updated Jan 27, 2025
  • KamitaniLab/feature-decoding’s past year of commit activity
    Python 1 MIT 0 1 0 Updated Jan 23, 2025
  • IllusionReconstruction Public

    A reconstruction framework for materializing subjective experiences from brain signals

    KamitaniLab/IllusionReconstruction’s past year of commit activity
    Python 12 4 0 0 Updated Jan 18, 2025
  • GenericObjectDecoding Public

    Demo code for Horikawa and Kamitani (2017) Generic decoding of seen and imagined objects using hierarchical visual features. Nat Commun https://www.nature.com/articles/ncomms15037.

    KamitaniLab/GenericObjectDecoding’s past year of commit activity
    MATLAB 159 47 2 0 Updated Oct 15, 2024
  • KamitaniLab/spurious_reconstruction’s past year of commit activity
    Python 1 0 0 0 Updated Oct 13, 2024
  • KamitaniLab/feature-encoding’s past year of commit activity
    Jupyter Notebook 0 MIT 0 0 0 Updated Sep 4, 2024
  • EmotionVideoNeuralRepresentationPython Public

    Python code version of EmotionVideoNeuralRepresentation (Horikawa et al., 2020)

    KamitaniLab/EmotionVideoNeuralRepresentationPython’s past year of commit activity
    Jupyter Notebook 3 MIT 0 0 0 Updated Aug 21, 2024

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