si-simmon Goto Github PK

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

bci-challenge-ner-2015

Code and documentation for the winning solution to the BCI Challenge @ NER 2015 : https://www.kaggle.com/c/inria-bci-challenge

brainon-an-online-brain-computer-interface-bci-framework

This BrainOn project, which was developed in python with multi-threading concurrency programming, is aimed to create an online brain-computer interface (BCI) framework for feature modulation and processing, allowing researchers to develop their own online experiment programs easily and quickly.

dreamdiffusion

Implementation of “DreamDiffusion: Generating High-Quality Images from Brain EEG Signals”

drl

Code for paper "Decoupling Representation Learning for Imbalanced Electroencephalography Classification in Rapid Serial Visual Presentation Task”

eeg-dataset-for-rsvp-p300-speller

Matlab and Python codes for analyzing the EEG dataset for RSVP and P300 speller

eegnex

About Open source code of paper: Toward reliable signals decoding for electroencephalogram: A benchmark study to EEGNeX

gcmi

Functions for calculating mutual information and other information theoretic quantities using a parametric Gaussian copula.

geneticalgorithm

genetic Algorithm for integer vector

hdca

Hierarchical Discriminant Component Analysis for EEG-based brain-computer interfaces

lder

metabci

MetaBCI: China’s first open-source platform for non-invasive brain computer interface. The project of MetaBCI is led by Prof. Minpeng Xu from Tianjin University, China.

mine

A pytorch implementation of MINE(Mutual Information Neural Estimation)

mtcn

This is the official implementation of the paper titled "Multi-Task Collaborative Network: Bridge the Supervised and Self-Supervised Learning for EEG Classification in RSVP tasks".

pycharm-guide

PyCharm 中文指南：安装 | 破解 | 效率 | 技巧

pyriemann

Machine learning for multivariate data analysis through the Riemannian geometry of symmetric or Hermitian positive definite matrices in Python

recognition-algorithms-for-p300-based-brain-computer-interface.

Spatial-Temporal Discriminant Analysis (STDA), Shrinkage Linear discriminant analysis (SKLDA), Hierarchical discriminant component analysis (HDCA), Sliding-HDCA, Discriminative Canonical Pattern Matching (DCPM)

rethinking-methods-inner-speech

Code to reproduce the original work of: Rethinking the Methods and Algorithms for Inner Speech Decoding - and Making them Reproducible by F. Simistira-Liwicki et al

rsvp-repetitions-test

rsvp_psychopy

Implementation of Rapid Serial Visual Presentation(RSVP) paradigm with Psychopy in Python.

selector

遗传算法、禁忌搜索、模拟退火、蚁群算法

serial-assistant

visbci

Pytorch codes of our paper "Improving Cross-State and Cross-Subject Visual ERP-based BCI with Temporal Modeling and Adversarial Training"

xdawn_filter

The implementation of xDAWN method for spatial filtering

xgb-dim-for-rsvp

An ensemble learning method for EEG classification in RSVP tasks