ZitongLu1996 / Python-EEG-Handbook-CNLinks
Python脑电数据处理中文手册 - A Chinese handbook for EEG data analysis based on Python
☆447Updated last year
Alternatives and similar repositories for Python-EEG-Handbook-CN
Users that are interested in Python-EEG-Handbook-CN are comparing it to the libraries listed below
Sorting:
- ☆69Updated 3 years ago
- ☆62Updated 2 years ago
- EEGLAB is an open source signal processing environment for electrophysiological signals running on Matlab and developed at the SCCN/UCSD☆662Updated last week
- EEG Transformer 2.0. i. Convolutional Transformer for EEG Decoding. ii. Novel visualization - Class Activation Topography.☆572Updated 11 months ago
- 基于OpenBCI(Bciduino)完成的SSVEP项目,包括刺激器、信号实时传输、以及基于FFT的脑电信号分类、蓝牙小车的脑电控制☆109Updated last year
- PyPREP: A Python implementation of the Preprocessing Pipeline (PREP) for EEG data☆154Updated last month
- Lightweight experiment framework for PsychoPy, only 200 lines.☆11Updated 2 months ago
- Attention temporal convolutional network for EEG-based motor imagery classification☆265Updated 3 months ago
- [Old version] PyTorch implementation of EEGNet: A Compact Convolutional Network for EEG-based Brain-Computer Interfaces - https://arxiv.o…☆320Updated 5 years ago
- A Novel Brain-Computer Interfaces System Design Based on Combining of fNIRS and EEG Signals☆19Updated 4 years ago
- A Novel Decoding Approach for Hybrid EEG-fNIRS BCI.☆19Updated 3 months ago
- EEGdenoiseNet, a benchmark dataset, that is suited for training and testing deep learning-based EEG denoising models, as well as for comp…☆200Updated last year
- This is just a simple code of how to process EEG data when I learn motor imagination, just for reference.At the same time, it also contai…☆16Updated 7 months ago
- MNELAB – a GUI for MNE☆260Updated 2 weeks ago
- Public fNIRS dataset☆41Updated 2 years ago
- 使用MNE-python过程中的小技巧,即如何处理MEG/EEG信号数据.☆87Updated 7 months ago
- A handbook for EEG data analysis based on Python☆62Updated last year
- Task-related component analysis (TRCA)-based algorithm for detecting steady-state visual evoked potentials (SSVEPs) toward a high-speed b…☆131Updated last year
- Resources for Book: Deep Learning for EEG-based Brain-Computer Interface: Representations, Algorithms and Applications☆249Updated 2 years ago
- SleepEEGNet: Automated Sleep Stage Scoring with Sequence to Sequence Deep Learning Approach☆251Updated 3 years ago
- Package for bimodal training of deep neural networks on neurological data. Pypi: https://pypi.org/project/BiModNeuroCNN/☆12Updated 3 years ago
- i. A practical application of Transformer (ViT) on 2-D physiological signal (EEG) classification tasks. Also could be tried with EMG, EOG…☆302Updated 2 years ago
- EEG Emotion classification using the DEAP pre-processed data☆146Updated 6 years ago
- [ICLR 2024 spotlight] Large Brain Model for Learning Generic Representations with Tremendous EEG Data in BCI☆380Updated 2 months ago
- 常见SSVEP信号处理算法(以空间滤波器为主)☆49Updated 2 months ago
- 使用的pytorch编写的eegnet代码 ,方便现在进行调试☆23Updated last year
- Material for Pybrain 2020 MNE-Python workshop☆138Updated 4 years ago
- MetaBCI: China’s first open-source platform for non-invasive brain computer interface. The project of MetaBCI is led by Prof. Minpeng Xu …☆423Updated 3 weeks ago
- EEG Motor Imagery Tasks Classification (by Channels) via Convolutional Neural Networks (CNNs) based on TensorFlow☆224Updated last year
- Resources for the paper titled "EEG-GCNN: Augmenting Electroencephalogram-based Neurological Disease Diagnosis using a Domain-guided Grap…☆174Updated 2 years ago