KamitaniLab/smlr KamitaniLab/smlr

  • Stars
    star
    20
  • Rank 1,121,974 (Top 23 %)
  • Language
    Python
  • License
    MIT License
  • Created about 8 years ago
  • Updated over 5 years ago
Twitter logo Share LinkedIn logo Share Facebook logo Share
KamitaniLab/smlr
github

KamitaniLab

Reviews

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

Repository Details

Python package for Sparse Multinomial Logistic Regression (SMLR)

More Repositories

1

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.
Python
275
star
2

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.
MATLAB
150
star
3

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
38
star
4

bdpy

Python package for brain decoding analysis (BrainDecoderToolbox2 data format, machine learning analysis, functional MRI)
Python
35
star
5

icnn

iCNN: image reconstruction from CNN features
Python
34
star
6

VBCCA

Variational Bayesian Canonical Correlation Analysis
MATLAB
30
star
7

brain-decoding-cookbook-public

Jupyter Notebook
23
star
8

BrainDecoderToolbox2

Matlab library for brain decoding analysis (BrainDecoderToolbox2 data format, machine learning analysis, functional MRI)
MATLAB
22
star
9

slir

Python package for Sparse Linear Regression (SLiR)
Python
21
star
10

End2EndDeepImageReconstruction

Python
20
star
11

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).
MATLAB
19
star
12

InterIndividualDeepImageReconstruction

Python
17
star
13

BHscore

Jupyter Notebook
12
star
14

brain-decoding-datasets

Python API for datasets published from Kamitani Lab, Kyoto Univ and ATR.
Jupyter Notebook
10
star
15

SOLR

Matlab and Python code for sparse ordinal logistic regression (SOLR).
MATLAB
10
star
16

IllusionReconstruction

A reconstruction framework for materializing subjective experiences from brain signals
Python
8
star
17

PyFastL2LiR

Fast L2-normalized linear regression
Python
8
star
18

ist-group-seminar-kamitani

Jupyter Notebook
8
star
19

OpenData

Portal to open data from Kamitani Lab, Kyoto Univ. and ATR. https://kamitanilab.github.io/OpenData/
7
star
20

SoundReconstruction

Jupyter Notebook
5
star
21

JavaNeuroshareLib

Java Neuroshare Library
Java
4
star
22

dnn-feature-decoding

4
star
23

cnnpref

Python
3
star
24

BrainLinerDataConverter

Open source conversion libraries for the BrainLiner HDF5 data format.
Python
3
star
25

GOD_stimuli_annotations

To share captions of stimuli dataset
Jupyter Notebook
3
star
26

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)
MATLAB
3
star
27

BlurImageSharpening

MATLAB
2
star
28

spurious_reconstruction

Python
1
star
29

docker-images

Shell
1
star
30

BrainLinerDataFormat

Documentation and examples about the BrainLiner HDF5 data format.
1
star
31

PositionDecoding

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
1
star
32

NeuralCodeConverter

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
star
33

InterSiteNeuralCodeConversion

Python
1
star