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aawedha

Deep Learning toolbox for EEG based Brain-Computer Interface signals decoding and benchmarking

adapool

exponential adaptive pooling for PyTorch

ai-on.org

AI•ON projects repository and website source.

antialiased-cnns

pip install antialiased-cnns to improve stability and accuracy

arl-eegmodels

This is the Army Research Laboratory (ARL) EEGModels Project: A Collection of Convolutional Neural Network (CNN) models for EEG signal classification, using Keras and Tensorflow

awesome-bci

Curated Collection of BCI resources

awesome-bci-reviews

Curated list of Brain-Computer Interface peer-reviewd reviews and surveys

bbci_public

MATLAB toolbox for Brain-Computer Interfacing (BCI)

bci-baseline

Brain-Computer Interface EEG based data feature extraction and classification algorithms

bci-comparison-framework

bci-selected-papers

Curated list of seminal and breakthrough papers in the field of Brain-Computer Interfaces

bci_toolbox

Classification toolbox for ERP and SSVEP based BCI data

brain-computer-interfaces

Steady-state Visual Evoked Potentials (SSVEP) BCI Classification Algorithms on a 12-Class SSVEP Public Dataset

conda-pypy

conj-svm-plus-mex

A mex interface for SMO style SVM+ solvers

convnorm

Official Implementation of Convolutional Normalization: Improving Robustness and Training for Deep Neural Networks

covariancetoolbox

Covariance toolbox for matlab, including riemannian geometry

deconvolution

dl-neuro_papers

Collection of resources dealing with convergence of DL and neuro

dual-mveps-speller

Dual-directional visual motion based BCI speller

easymkl

A MATLAB implementation of the multiple kernel learning algorithm EasyMKL

eeg-conformer

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

eeg-tcnet

expyriment

Platform-independent lightweight Python library for designing and conducting timing-critical behavioural and neuroimaging experiments

external-attention-pytorch

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

eye-tracker

Web cam eye tracker, random forest used to train on pupil data

facial-expression-recognition-svm

Training SVM classifier to recognize people expressions (emotions) on Fer2013 dataset

fenchel-young-losses

Probabilistic classification in PyTorch/TensorFlow/scikit-learn with Fenchel-Young losses

focal-loss

TensorFlow implementation of focal loss

gsam

PyTorch repository for ICLR 2022 paper (GSAM) which improves generalization (e.g. +3.8% top-1 accuracy on ImageNet with ViT-B/32)