kamitanilab Goto Github PK

bdata-datasets

bdpy

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

bdpy-1

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

bhscore

blurimagesharpening

blurmisrecognition

brain-decoding-bootcamp

brain-decoding-cookbook-public

brain-decoding-datasets

Python API for datasets published from Kamitani Lab, Kyoto Univ and ATR.

braindecoder.jl

braindecodertoolbox2

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

brainliner

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

brainlinerdataconverter

Open source conversion libraries for the BrainLiner HDF5 data format.

brainlinerdataformat

Documentation and examples about the BrainLiner HDF5 data format.

cnnpref

deepimagereconstruction

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.

dnn-feature-decoding

docker-images

emotionvideoneuralrepresentation

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).

end2enddeepimagereconstruction

fastl2lir.jl

featuredecoding.jl

floc

Functional localizer experiment used to define category-selective cortical regions

fmriprep

fMRIPrep is a robust and easy-to-use pipeline for preprocessing of diverse fMRI data. The transparent workflow dispenses of manual intervention, thereby ensuring the reproducibility of the results.

genericobjectdecoding

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.

god_stimuli_annotations

To share captions of stimuli dataset

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)

icnn

iCNN: image reconstruction from CNN features

illusionreconstruction

A reconstruction framework for materializing subjective experiences from brain signals

imagegeneration_matlab

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)