simonfei123 Goto Github PK

arxivpapers

Code behind Arxiv Papers

bci_challenge

brain-language-generation

Language Generation from Brain Recordings

brain-mirror-interface

neurofeedback that mirrors user's brain state

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.

cogs189wi20

Assignments for UCSD's COGS 189, EEG Brain Computer Interfaces

cogs209sp24-project1-groupneuromorphs

cogs209sp24-project2-groupneuromorphs

ece45

eeg-to-text-replication

eegmusicgenre

EEG Music Genre Classifier

llama

Inference code for Llama models

llama-recipes

Scripts for fine-tuning Meta Llama3 with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization and Q&A. Supporting a number of candid inference solutions such as HF TGI, VLLM for local or cloud deployment. Demo apps to showcase Meta Llama3 for WhatsApp & Messenger.

mad-meg2text

mi-ml

Exploratory Machine Learning Algorithms for the NTX Motor Imagery BCI Project

neuspeech1

Decode Neural signal as Speech

psychopy

For running psychology and neuroscience experiments

psychopy-visionscience

Plugin package for PsychoPy which adds visual stimuli useful for vision scientists.

sbi-demo

semantic-decoding

soundreconstruction

vep-app