Evaluation of Neural Networks for Classifying Electroencephalography (EEG) Data
☆11Mar 15, 2022Updated 3 years ago
Alternatives and similar repositories for EEG_Networks
Users that are interested in EEG_Networks are comparing it to the libraries listed below
Sorting:
- Code for processing EEG data with Riemannian and deep learning-based classifiers. Additionally provides methods for data augmentation inc…☆30Aug 30, 2020Updated 5 years ago
- 2-Channel EEG Sleep Staging Algorithm using CNN-LSTM Architecture☆17Jan 28, 2021Updated 5 years ago
- The model code for the TS-SEFFNet proposed in the paper "A Temporal-Spectral-based Squeeze-and-Excitation Feature Fusion Network for Moto …☆20Nov 23, 2021Updated 4 years ago
- ☆30Jun 25, 2025Updated 8 months ago
- This repository save my work about GAN applied to motor imagery eeg signals☆39Jul 25, 2025Updated 7 months ago
- Confronto fra cinque diversi modelli di machine learning per il riconoscimento delle emozioni usando rivelazioni EEG e movimento oculare …☆13Oct 5, 2023Updated 2 years ago
- 记事本，提醒☆12Jan 16, 2025Updated last year
- RL^2: Fast Reinforcement Learning via Slow Reinforcement Learning☆18May 24, 2023Updated 2 years ago
- selenium 携程酒店爬虫+简单数据分析☆10Dec 6, 2018Updated 7 years ago
- ☆17May 21, 2025Updated 9 months ago
- This repository provides a comprehensive pipeline for analyzing motor imagery EEG data using MNE-Python and PyTorch.☆37Jun 5, 2025Updated 8 months ago
- GAN and VAE implementations to generate artificial EEG data to improve motor imagery classification. Data based on BCI Competition IV, da…☆171Mar 26, 2020Updated 5 years ago
- ManifoldNet Paper Implementation for SPD(n)☆11Nov 10, 2021Updated 4 years ago
- Machine Learning Reading Group☆11Sep 15, 2023Updated 2 years ago
- ☆10Apr 5, 2022Updated 3 years ago
- Code for simulations in "Computational mechanisms of curiosity and goal-directed exploration"☆10May 22, 2020Updated 5 years ago
- ☆13Mar 21, 2023Updated 2 years ago
- Package to Train LANs (Likelihood approximation networks)☆13Feb 10, 2026Updated 3 weeks ago
- Implementing Common Spatial Pattern (CSP) algorithm for MI-BCI from scratch with python☆10Oct 24, 2020Updated 5 years ago
- ☆10Aug 13, 2021Updated 4 years ago
- Large-scale Data Classification based on the Integrated Fusion of Fuzzy Learning and Graph Neural Network☆13Nov 2, 2023Updated 2 years ago
- Coursera Deeplearning.ai Specialization Andrew Ng☆10Sep 30, 2019Updated 6 years ago
- This is the published codes for Dilated Convolutional Neural Networks for Sequential Manifold-valued Data ICCV 2019☆10May 16, 2021Updated 4 years ago
- Spike sorter for electrophysiology data☆11Apr 27, 2018Updated 7 years ago
- Public EEG-based motor imagery (MI) datasets☆12Feb 1, 2024Updated 2 years ago
- Emotion-Classification-by-EEG-DEAP-Dataset implemented in 2DCNNN-LSTM-1DCNN+GRU and the 1D_cnn+gru model gives the highest accuracy☆11May 26, 2023Updated 2 years ago
- This is the model zoo for our CVPR 2023 paper: EfficientViT: Memory Efficient Vision Transformer with Cascaded Group Attention☆14Mar 13, 2024Updated last year
- Tools for computational psychiatry research.☆11Dec 8, 2024Updated last year
- Used LSTM Network to classify eeg signals based on stimuli the subject recieved (visual or audio)☆16Dec 12, 2017Updated 8 years ago
- The final project for ECE C147/C247, which evaluates the performance of CNN + Transformer and CNN + GRU + SimpleRNN models on an EEG data…☆13Mar 29, 2023Updated 2 years ago
- This model replaces the original CompactCNN with a Transformer model. It is designed to classify 1D EEG signals for the purpose of dr…☆12Jun 26, 2023Updated 2 years ago
- CNN classifier to classify MI-EEG signals☆52Dec 2, 2019Updated 6 years ago
- Pytorch implementation of EEGNet.☆52Oct 27, 2022Updated 3 years ago
- PyTorch implementation of Pointwise Convolutional Neural Networks in CVPR 2018.☆12Aug 4, 2019Updated 6 years ago
- Rmarkdown template for University of Bristol thesis☆15Feb 13, 2023Updated 3 years ago
- ☆12Jan 24, 2017Updated 9 years ago
- Public EEG Dataset☆16May 31, 2021Updated 4 years ago
- A toolbox for EEG signals processing. Welcome to join and build!☆13Nov 9, 2022Updated 3 years ago
- 使用Transformer和CNN网络对脑电运动进行分类☆14May 5, 2023Updated 2 years ago