carson-m Goto Github PK

braindecode

Outdated, see new https://github.com/braindecode/braindecode

brainmagick

Training and evaluation pipeline for MEG and EEG brain signal encoding and decoding using deep learning. Code for our paper "Decoding speech perception from non-invasive brain recordings" published in Nature Machine Intelligence, 2023.

carson-m.github.io

chinese_reading_task_eeg_processing

cognival

CogniVal: cognitive word embedding evaluation

dsp_project

eeg-conformer

EEG Transformer 2.0. i. Convolutional Transformer for EEG Decoding. ii. Novel visualization - Class Activation Topography.

matlab-imageprocessing

THUEE 2023 Summer MATLAB coursework

pipelinecpu

THU EE 2023-Summer Coursework

readingembedding

Implementation of "From Word Embedding to Reading Embedding Using Large Language Model, EEG and Eye-tracking"

researchnotes

ResearchNotes

signal_analysis

syntheticmusic

THUEE MATLAB Coursework Summer 2023

trca

trca-net

The official code for paper entitled "TRCA-Net: Using TRCA filters to boost the SSVEP classification with convolutional neural network" accepted by the Journal of Neural Engineering

trca-ssvep

Task-related component analysis (TRCA)-based algorithm for detecting steady-state visual evoked potentials (SSVEPs) toward a high-speed brain-computer interface (BCI).

vq-vae

Minimalist implementation of VQ-VAE in Pytorch