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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 276 61

  2. IllusionReconstruction IllusionReconstruction Public

    A reconstruction framework for materializing subjective experiences from brain signals

    Python 11 3

  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 152 47

  4. BHscore BHscore Public

    Jupyter Notebook 12 1

  5. bdpy bdpy Public

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

    Python 36 21

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

    Jupyter Notebook 25 5

Repositories

Showing 10 of 53 repositories
  • 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 11 3 0 0 Updated Jan 18, 2025
  • 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 36 MIT 21 15 2 Updated Dec 11, 2024
  • 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 152 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/InterSiteNeuralCodeConversion’s past year of commit activity
    Python 1 0 0 0 Updated Oct 1, 2024
  • KamitaniLab/brain-decoding-cookbook-public’s past year of commit activity
    Jupyter Notebook 25 MIT 5 5 1 Updated Sep 17, 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 1 MIT 0 0 0 Updated Aug 21, 2024
  • EmotionVideoNeuralRepresentation Public

    Data and code for reproducing results of Horikawa, Cowen, Keltner, and Kamitani (2020) The neural representation of visually evoked emotion is high-dimensional, categorical, and distributed across transmodal brain regions. iScience (https://www.cell.com/iscience/fulltext/S2589-0042(20)30245-5).

    KamitaniLab/EmotionVideoNeuralRepresentation’s past year of commit activity
    MATLAB 18 MIT 5 0 0 Updated Aug 21, 2024

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