hao199509's repositories
torcheeg
TorchEEG is a library built on PyTorch for EEG signal analysis.
letswave6
Letswave 6 - Matlab EEG signal processing toolbox
sleep_classifiers
Classify sleep from heart rate and acceleration via Apple Watch
ryg_rans
Simple rANS encoder/decoder (arithmetic coding-ish entropy coder).
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.
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
SleepEEGNet
SleepEEGNet: Automated Sleep Stage Scoring with Sequence to Sequence Deep Learning Approach
eegtools-matlab-pipeline
Complete EEG analysis framework written in matlab, using EEGLAB and BRAINSTORM
P3Net
Source codes for reproducing the results presented in "A Systematic Deep Learning Model Selection for P300-Based Brain-Computer Interfaces" paper.
SalientSleepNet
SalientSleepNet: Multimodal Salient Wave Detection Network for Sleep Staging
ML_Notes
机器学习算法的公式推导以及numpy实现
Signal-feature-extraction_DE-and-PSD
Code for extracting DE (differential entropy) and PSD (power spectral density) feature of signals.
Deep-BCI
An open software package to develop BCI based brain and cognitive computing technology for recognizing user's intention using deep learning
Psychtoolbox-3
Psychophysics Toolbox Version 3 (PTB-3) is a free set of Matlab and GNU Octave functions for vision and neuroscience research.
Unified-EEG-reference-rREST
Unified Bayesian Estimator of EEG Reference at Infinity: rREST (Regularized Reference Electrode Standardization Technique)
brainx
Tools for analysis of brain imaging-derived networks, based on NetworkX