🎬 卡卡字幕助手 | VideoCaptioner - 基于 LLM 的智能字幕助手，无需GPU一键高质量字幕视频合成！视频字幕生成、断句、校正、字幕翻译全流程。让字幕制作简单高效！

mRMR (minimum-Redundancy-Maximum-Relevance) for automatic feature selection at scale.

开源一个之前我采集的MI数据，左右手2分类，虽然只有一个人的数据，但也希望能够促进学生的进步和发展

Repository contains all code needed to work with and reproduce ArEEG dataset

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

Machine learning project using EEG data to classify alcohol addiction with models including CNN, ResNet, and Autoencoder.

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.

Statsmodels: statistical modeling and econometrics in Python

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

add statistical significance annotations on seaborn plots. Further development of statannot, with bugfixes, new features, and a different API.

Machine learning for multivariate data through the Riemannian geometry of positive definite matrices in Python

TorchEEG is a library built on PyTorch for EEG signal analysis.

Parameterizing neural power spectra into periodic & aperiodic components.

Codes to reproduce the Inner speech Dataset publicated by Nieto et al.

A scikit-learn compatible neural network library that wraps PyTorch

A template: for deep learning processing BCI-2A-Data, including loading data, preprocessing, training, testing, saving the best model, visualization of results (loss, acc, obfuscation, PR, RE)

Deep learning software to decode EEG, ECG or MEG signals

Python implementation of Empirical Mode Decompoisition (EMD) method

A Python Toolbox for Multimode Neural Data Representation Analysis - A Representational Analysis Toolbox for Neuroscience, including Neural Pattern Similarity (NPS), Representational Similarity Ana…

Time series distances: Dynamic Time Warping (fast DTW implementation in C)

Python脑电数据处理中文手册 - A Chinese handbook for EEG data analysis based on Python

3D visualization of scientific data in Python

This is just a simple code of how to process EEG data when I learn motor imagination, not necessarily correct, just for reference.At the same time, it also contains the record of my learning of mot…

Implementation of filter bank common spatial pattern (FBCSP) for MI-based BCI in python

FBCNet: An Efficient Multi-view Convolutional Neural Network for Brain-Computer Interface

customizable robust Independent Component Analysis (ICA)

Official repository of EEG-Inception, a general-purpose and powerful deep convolutional neural network for EEG procesing

Decoding of Silent Reading EEG Signals using Adaptive Feature Graph Convolutional Network