Implement simple EEG classification models which are EEGNet, DeepConvNet with BCI competition dataset
☆19Apr 24, 2020Updated 6 years ago
Alternatives and similar repositories for EEG-Classification
Users that are interested in EEG-Classification are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- BCI Competition IV dataset 2a☆35Jun 8, 2019Updated 7 years ago
- EEGNet based on PyTorch☆16Aug 28, 2020Updated 5 years ago
- 运动想象分类模型---ATCNet,源代码融合了关于EEGNet,DeepConvNet,ShallowConvNet等多种典型模型作对比☆30Feb 6, 2023Updated 3 years ago
- A research repository of deep learning on electroencephalographic (EEG) for Motor imagery(MI), including eeg data processing(visualizatio…☆91Aug 3, 2024Updated last year
- Pytorch implementation of "Mutual Information-driven Subject-invariant and Class-relevant Deep Representation Learning in BCI"☆23Sep 30, 2021Updated 4 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- 使用4D切片方式,利用深度学习从时、频、空间域进行EEG情绪识别解码☆28Feb 5, 2023Updated 3 years ago
- Deep Learning pipeline for motor-imagery classification.☆65Jan 9, 2022Updated 4 years ago
- Semantic Lidar Odometry☆12May 1, 2020Updated 6 years ago
- Pytorch/Python implementation of the joint CNN-LSTM deep learning model☆24Aug 3, 2021Updated 4 years ago
- Motor Imagery EEG-BCIs - From 0 to Deep Learning with BCI-IV 2a dataset☆11Oct 25, 2022Updated 3 years ago
- System positioned as 4th at Kaggle challenge in seizure epilepsy prediction (https://www.kaggle.com/c/seizure-prediction).☆20Mar 11, 2015Updated 11 years ago
- In this project, we propose a CNN model to classify single-channel EEG for driver drowsiness detection. We use the Class Activation Map (…☆29Mar 9, 2022Updated 4 years ago
- ☆14Sep 3, 2020Updated 5 years ago
- Epileptic Seizure Recognition System, In this project wavelet transform and Hurst exponent are used as an input of SVM, LSTM , Random For…☆13Jun 21, 2020Updated 6 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- This MATLAB code implements the binary Grass hopper optimization algorithm to select the features and train with KNN☆12Apr 3, 2019Updated 7 years ago
- Clasificación de señales de EEG de imaginación motora y calculo mental con redes neuronales convolucionales y redes neuronales recurrente…☆49Aug 16, 2022Updated 3 years ago
- Preprocesamiento de BCI Competition IV data set 2a☆11Oct 28, 2020Updated 5 years ago
- DDGCNN for ssvep☆15Dec 6, 2023Updated 2 years ago
- ECE-GY 9123 Project: GCN-Explain-Net: An Explainable Graph Convolutional Neural Network (GCN) for EEG-based Motor Imagery Classification …☆54May 20, 2021Updated 5 years ago
- This project attacked widely-used EEG spellers, e.g., P300 spellers and SSVEP spellers, with adversarial perturbation templates. We cons…☆14Jul 14, 2020Updated 5 years ago
- t-sne vizualization python implementation☆12Oct 21, 2016Updated 9 years ago
- Clasificacion de imagenes motoras en señales EEG con CNN, LSTM y otros clasificadores☆56Apr 16, 2021Updated 5 years ago
- A deep learning project to classify brainwave signals.☆14Jan 27, 2019Updated 7 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- GAN and VAE implementations to generate artificial EEG data to improve motor imagery classification. Data based on BCI Competition IV, da…☆170Mar 26, 2020Updated 6 years ago
- Official repository of EEG-Inception, a general-purpose and powerful deep convolutional neural network for EEG procesing☆48Sep 22, 2023Updated 2 years ago
- Developed an best EEG Channel Selection Model Using Technique like MIMR☆10May 1, 2022Updated 4 years ago
- ☆10Aug 13, 2021Updated 4 years ago
- pytorch implementation of EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks☆107Jun 21, 2023Updated 3 years ago
- PyTorch implementation of Pointwise Convolutional Neural Networks in CVPR 2018.☆12Aug 4, 2019Updated 6 years ago
- Kidney Stone Detection using CNN and SVM with GUI on CT Images☆20Nov 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 2 years ago
- Public EEG-based motor imagery (MI) datasets☆13Feb 1, 2024Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ☆12Jun 24, 2019Updated 7 years ago
- Official implementation of 'Adapting to Inter-Subject Variability in EEG-Based Motor Imagery Classification with Meta-Learning' (ICLR 202…☆18Jun 11, 2023Updated 3 years ago
- Large-scale Data Classification based on the Integrated Fusion of Fuzzy Learning and Graph Neural Network☆13Nov 2, 2023Updated 2 years ago
- Code for processing and managing data for EEG-based emotion recognition of individuals with and without Autism. EEG and other clinical da…☆59Mar 28, 2026Updated 3 months ago
- Some studies regarding the selection of optimal channels in a BCI based on motor imagery☆13Nov 13, 2023Updated 2 years ago
- This is the Army Research Laboratory (ARL) EEGModels Project: A Collection of Convolutional Neural Network (CNN) models for EEG signal cl…☆1,538May 2, 2022Updated 4 years ago
- Class to automatic create Convolutional Neural Network in PyTorch☆15Aug 14, 2021Updated 4 years ago