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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

Pinned repositories

  1. Data and demo codes 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 179 38

  2. 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 76 31

  3. 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 …

    MATLAB 6

  4. Codes used in "Neural decoding of visual imagery during sleep" by Horikawa et al (Science, 2013, http://science.sciencemag.org/content/340/6132/639.long)

    C 31 8

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

    Python 11 10

  6. Matlab library for brain decoding analysis (BrainDecoderToolbox2 data format, machine learning analysis, functional MRI)

    MATLAB 14 11

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