lucas-heck

lucas-heck's Stars

• yi-ding-cs/EEG-Deformer

  A Convolutional Transformer to decode mental states from Electroencephalography (EEG) for Brain-Computer Interfaces (BCI)

  Language:Python293

• fwillett/speechBCI

  Code for the paper "A high-performance speech neuroprosthesis"

  Language:Roff12931

• flinkerlab/neural_speech_decoding

  Language:Jupyter Notebook8711

• KingJamesSong/BatchED

  ECCV22 Paper "Batch-efficient EigenDecomposition for Small and Medium Matrices"

  Language:Python18

• SaitejaUtpala/rieoptax

  Riemannian Optimization Using JAX

  Language:Jupyter Notebook445

• CECNL/MAtt

  Language:Python5411

• facebookresearch/schedule_free

  Schedule-Free Optimization in PyTorch

  Language:Python1.8k63

• desa-lab/EEG-Image-Reconstruction

  Image reconstruction from visual evoked potentials using latent diffusion

  Language:Jupyter Notebook213

• raphaelvallat/yasa

  YASA (Yet Another Spindle Algorithm): a Python package to analyze polysomnographic sleep recordings.

  Language:Python416113

• 935963004/LaBraM

  ICLR 2024 spotlight

  Language:Python21029

• G-Research/fasttrackml

  Experiment tracking server focused on speed and scalability

  Language:Go9818

• Arsu-Lab/Different-Algorithms-Uncover-Different-Patterns-BrainAge-Prediction

  Github Repository for the paper "Different Algorithms (Might) Uncover Different Patterns: A Brain-Age Prediction Case Study" - BIBM 2023

  Language:Jupyter Notebook5

• meeg-ml-benchmarks/brain-age-benchmark-paper

  M/EEG brain age benchmark paper

  Language:HTML2410

• wenhui0206/NeuroGPT

  Code for the paper "Neuro-GPT: Towards a Foundation Model for EEG"

  Language:Python10622

• neuro-galaxy/poyo

  Official Implementation of POYO-1 https://poyo-brain.github.io/

  Language:Python443

• Navidfoumani/EEG2Rep

  Language:Python302

• Altaheri/EEG-ATCNet

  Attention temporal convolutional network for EEG-based motor imagery classification

  Language:Python18023

• martinwimpff/channel-attention

  Language:Python23

• lukas-blecher/LaTeX-OCR

  pix2tex: Using a ViT to convert images of equations into LaTeX code.

  Language:Python12.1k997

• geomstats/geomstats

  Computations and statistics on manifolds with geometric structures.

  Language:Jupyter Notebook1.2k248

• ncclabsustech/EEGdenoiseNet

  EEGdenoiseNet, a benchmark dataset, that is suited for training and testing deep learning-based EEG denoising models, as well as for comparing the performance across different models.

  Language:Jupyter Notebook16043

• wrongu/repsim

  PyTorch-based library for various kinds of representational-similarity analysis

  Language:Python221

• GitWR/MRMML-v1.0

  A Matlab implementation of our previously published work in IEEE Trans. Big Data (TBD)

  Language:MATLAB82

• GitWR/SymNet

  This is a matlab implementation of our article, named "SymNet: A Simple Symmetric Positive Definite Manifold Deep Learning Method for Image Set Classification", recently accepted by IEEE Transactions on Neural Networks and Learning Systems (TNNLS).

  Language:MATLAB154

• rycamargo/sleep-energy

  Source-code from paper "Sleep-Energy: An Energy Optimization Method to Sleep Stage Scoring."

  Language:Python4

• AutoResearch/EEG-GAN

  Language:Python201

• msyamamoto/RiSC

  Code for outlier detection and multimodal classification on the symmetric positive definite (SPD) manifold of neural time series.

  Language:MATLAB3

• MTangermann/BCI-2023-Workshop_Learning-from-small-datasets

  Collection of materials and links to talks given, tools presented, software demos etc.

  Language:Jupyter Notebook121

• cvxgrp/cov_pred_finance

  Language:Jupyter Notebook527

• pxxyyz/SPD-Manifold-Network

  Language:MATLAB3