Pinned Repositories
AIGC-Brain
Brain-Conditional Multimodal Synthesis: A Survey and Taxonomy
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
brainflow
BrainFlow is a library intended to obtain, parse and analyze EEG, EMG, ECG and other kinds of data from biosensors
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-augmentation-benchmark-2022
Benchmark of data augmentations for EEG (code from Rommel, Paillard, Moreau and Gramfort, "Data augmentation for learning predictive models on EEG: a systematic comparison", 2022).
EEG-dataset-for-RSVP-P300-speller
Matlab and Python codes for analyzing the EEG dataset for RSVP and P300 speller
EEG-Software-CC-WGAN-GP
Repo: IEEE TNSRE Article "Modeling EEG data distribution with a Wasserstein Generative Adversarial Network (WGAN) to predict RSVP Events" - Keras implementation
Si-Simmon's Repositories
Si-Simmon/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
Si-Simmon/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
Si-Simmon/brainflow
BrainFlow is a library intended to obtain, parse and analyze EEG, EMG, ECG and other kinds of data from biosensors
Si-Simmon/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.
Si-Simmon/DreamDiffusion
Implementation of “DreamDiffusion: Generating High-Quality Images from Brain EEG Signals”
Si-Simmon/DRL
Code for paper "Decoupling Representation Learning for Imbalanced Electroencephalography Classification in Rapid Serial Visual Presentation Task”
Si-Simmon/EEG-dataset-for-RSVP-P300-speller
Matlab and Python codes for analyzing the EEG dataset for RSVP and P300 speller
Si-Simmon/EEGNeX
About Open source code of paper: Toward reliable signals decoding for electroencephalogram: A benchmark study to EEGNeX
Si-Simmon/gcmi
Functions for calculating mutual information and other information theoretic quantities using a parametric Gaussian copula.
Si-Simmon/geneticAlgorithm
genetic Algorithm for integer vector
Si-Simmon/HDCA
Hierarchical Discriminant Component Analysis for EEG-based brain-computer interfaces
Si-Simmon/LDER
Si-Simmon/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.
Si-Simmon/MINE
A pytorch implementation of MINE(Mutual Information Neural Estimation)
Si-Simmon/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".
Si-Simmon/pycharm-guide
PyCharm 中文指南：安装 | 破解 | 效率 | 技巧
Si-Simmon/pyRiemann
Machine learning for multivariate data analysis through the Riemannian geometry of symmetric or Hermitian positive definite matrices in Python
Si-Simmon/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)
Si-Simmon/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
Si-Simmon/RSVP-repetitions-test
Si-Simmon/RSVP_psychopy
Implementation of Rapid Serial Visual Presentation(RSVP) paradigm with Psychopy in Python.
Si-Simmon/Selector
遗传算法、禁忌搜索、模拟退火、蚁群算法
Si-Simmon/serial-assistant
Si-Simmon/VisBCI
Pytorch codes of our paper "Improving Cross-State and Cross-Subject Visual ERP-based BCI with Temporal Modeling and Adversarial Training"
Si-Simmon/xDAWN_filter
The implementation of xDAWN method for spatial filtering
Si-Simmon/XGB-DIM-for-RSVP
An ensemble learning method for EEG classification in RSVP tasks