@KamitaniLab

Kamitani Lab

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

Pinned repositories

  1. GenericObjectDecoding

    Demo code for Horikawa and Kamitani, "Generic decoding of seen and imagined objects using hierarchical visual features", https://www.nature.com/articles/ncomms15037.

    Matlab 29 10

  2. HumanDreamDecoding

    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 22 6

  3. bdpy

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

    Python 6 1

  4. BrainDecoderToolbox2

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

    Matlab 3 2

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

    Python 6 1 Updated Jul 13, 2018
  • Demo code for Horikawa and Kamitani, "Generic decoding of seen and imagined objects using hierarchical visual features", https://www.nature.com/articles/ncomms15037.

    Matlab 29 10 Updated Jul 13, 2018
  • Matlab library for brain decoding analysis (BrainDecoderToolbox2 data format, machine learning analysis, functional MRI)

    Matlab 3 2 MIT Updated Jul 12, 2018
  • Data and demo codes for Shen, Horikawa, Majima, and Kamitani, "Deep image reconstruction from human brain activity".

    11 2 Updated Jun 6, 2018
  • Python package for Sparse Multinomial Logistic Regression (SMLR)

    Python 6 1 Updated Jun 5, 2018
  • Python package for Sparse Linear Regression (SLiR)

    Python 5 1 Updated May 17, 2018
  • Matlab 1 Updated May 10, 2018
  • Matlab and Python library for Sparse Ordinal Logistic Regression (SOLR).

    Matlab 5 4 MIT Updated Dec 29, 2017
  • Demo codes for our paper, "Position information encoded by population activity in hierarchical visual areas", http://eneuro.org/content/early/2017/03/23/ENEURO.0268-16.2017

    Matlab Updated Apr 11, 2017
  • Documentation and examples about the BrainLiner HDF5 data format.

    1 MIT Updated Feb 28, 2017
  • 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 22 6 Updated Feb 28, 2017
  • Neural code converter (original paper: Yamada K, Miyawaki Y, Kamitani Y (2015) "Inter-subject neural code converter for visual image representation". NeuroImage 113, 289-297. http://www.sciencedirect.com/science/article/pii/S1053811915002554)

    Matlab 1 Updated Feb 28, 2017
  • Variational Bayesian Canonical Correlation Analysis

    Matlab 19 6 Updated Feb 27, 2017
  • Java Neuroshare Library

    Java 4 Updated Nov 18, 2016
  • Open source conversion libraries for the BrainLiner HDF5 data format.

    Python 3 Updated Nov 18, 2016
  • Matlab functions to generate pattern images (sine grating, concentric sine, Gabor patch, and random dots) and draw basic figures (filled/frame oval/rectangle, line, and polygon)

    Matlab 1 Updated Nov 17, 2016
  • An open-source program to facilitate time-alignment of neurophysiological data. This is being managed by ATR in Kyoto, Japan (www.atr.jp).

    Java 5 3 Updated Oct 17, 2011