Julia Berezutskaya's repositories
chainer-sklearn-neural-encoder
Code for brain encoding analyses. Uses sklean library for data preprocessing and cross-validation, uses chainer 1.24.0 for training neural networks.
deepPongRL
A mini-project to make a deep RL agent to play pong in the openAI gym. This was made in the summer school CCNSS.
matlab-ecog-visualization
Toolbox for visualizing ECoG electrodes on brain surface
OpenBCI-WebXR-EEG
Streaming EEG data to a WebXR Visualization. Built with Webpack, React, Three.js, WebVR.
bids-starter-kit
Collection of tutorials, wikis, and templates to get you started with creating BIDS compliant datasets
brain2speech-diffusion
Diffusion model for generating speech from cortical brain recordings. š§ Also supports unconditional or class-conditional training.
chainer-neural-classifier
Create custom CNN architectures for classification using brain data
git-wiki
Demo and documentation for git-wiki-theme
hp_binary_decoding
Binary word decoding from the HP reading dataset
imdb-semantics-ratings
Project 4 at brainhack warsaw
leaflet-rastercoords
Leaflet plugin for plain image map projection to display large images using tiles generated with gdal2tiles-leaflet
tracking_speech_adpcc_ecog_hd
https://onlinelibrary.wiley.com/doi/full/10.1002/hbm.25144