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ai-cog-neuro

athearn

bids-starter-kit

Collection of tutorials, wikis, and templates to get you started with creating BIDS compliant datasets

bonn_auditory_perception_ecog

brain2speech-diffusion

Diffusion model for generating speech from cortical brain recordings. 🧠 Also supports unconditional or class-conditional training.

brancher

A python library for stochastic variational inference and differentiable probabilistic programming

chainer-neural-classifier

Create custom CNN architectures for classification using brain data

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.

cv

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.

elistolwijk_internship

evankemmer_internship

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

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.

papers

Collection of papers in machine learning, deep learning and neuroscience

semantic_encoding_ecog_clarifai_fasttext

tracking_speech_adpcc_ecog_hd

https://onlinelibrary.wiley.com/doi/full/10.1002/hbm.25144

word_decoding_hd_ecog