CNN classifier to classify MI-EEG signals
☆53Dec 2, 2019Updated 6 years ago
Alternatives and similar repositories for cnn-eeg
Users that are interested in cnn-eeg are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆14Sep 3, 2020Updated 5 years ago
- Motor Imagery Classification based on EEG at Columbia Medical Center☆48Nov 9, 2020Updated 5 years ago
- MMCNN: A Multi-branch Multi-scale Convolutional Neural Network for Motor Imagery Classification☆21Jun 23, 2020Updated 6 years ago
- GCN with MNE input and preprocessing☆10Sep 27, 2020Updated 5 years ago
- The decoding of continuous EEG rhythms during action observation (AO), motor imagery (MI), and motor execution (ME) for standing and sitt…☆43Aug 14, 2024Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- A new approach based on a 10-layer one-dimensional convolution neural network (1D-CNN) to classify five brain states (four MI classes pl…☆176May 30, 2022Updated 4 years ago
- Motor Imagery EEG signal Classification on DWT☆24Nov 7, 2017Updated 8 years ago
- EEG Motor Imagery Tasks Classification (by Channels) via Convolutional Neural Networks (CNNs) based on TensorFlow☆245May 20, 2024Updated 2 years ago
- A Deep Learning library for EEG Tasks (Signals) Classification, based on TensorFlow.☆1,158Jul 20, 2025Updated 11 months ago
- Differential entropy features of EEG dataset☆13Mar 28, 2023Updated 3 years ago
- Parallel Spatial--Temporal Self-attention CNN-based Motor Imagery Classification for BCI☆32Mar 30, 2021Updated 5 years ago
- ☆15Jan 25, 2018Updated 8 years ago
- CNN and RNN based architectures for Motor Imagery Classification☆15Jun 13, 2019Updated 7 years ago
- ☆15Dec 18, 2019Updated 6 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Senior Design Project at UH☆13Sep 11, 2020Updated 5 years ago
- ☆27Jun 27, 2018Updated 8 years ago
- Evaluation of Neural Networks for Classifying Electroencephalography (EEG) Data☆11Mar 15, 2022Updated 4 years ago
- Code accompanying The Promise of Deep Learning for BCIs: Classification of Motor Imagery EEG using Convolutional Neural Network☆12Jan 4, 2022Updated 4 years ago
- ☆44Apr 13, 2019Updated 7 years ago
- End-to-End Multi-Task Learning for Subject-Independent Motor Imagery EEG Classification (IEEE Transactions on Biomedical Engineering)☆105May 30, 2025Updated last year
- 2014 autumn CSC project. EEG, Motor Imagery.☆10Apr 20, 2015Updated 11 years ago
- Graph Convolutional Networks for 4-class EEG Classification☆86Sep 24, 2020Updated 5 years ago
- EEG motor imagery classification using convolutional neural networks☆43Mar 25, 2023Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- A versatile signal processing and analysis framework for Motor-Imagery related Electroencephalogram (EEG). It mainly involves temporal an…☆25Apr 16, 2020Updated 6 years ago
- This example shows how to build and train a convolutional neural network (CNN) from scratch to perform a classification task with an EEG …☆56Jan 9, 2023Updated 3 years ago
- This is the Army Research Laboratory (ARL) EEGModels Project: A Collection of Convolutional Neural Network (CNN) models for EEG signal cl…☆1,537May 2, 2022Updated 4 years ago
- Official code for "Attention-Based Spatio-Temporal-Spectral Feature Learning for Subject-Specific EEG Classification" paper☆38Oct 25, 2021Updated 4 years ago
- ☆13Nov 15, 2022Updated 3 years ago
- Implementation of Deep Neural Networks in Keras and Tensorflow to classify motor imagery tasks using EEG data☆81Apr 12, 2018Updated 8 years ago
- ☆17Dec 16, 2024Updated last year
- Motor execution (ME)/motor imagery (MI) cross-task adaptive transfer learning algorithm for MI EEG decoding☆20Nov 15, 2023Updated 2 years ago
- ☆36Mar 23, 2019Updated 7 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Seeking to recreate the work demonstrated in A Multi-Branch 3D Convolutional Neural Network for EEG-Based Motor Imagery Classification by…☆18Jul 7, 2021Updated 4 years ago
- in this mini project i will use the libraries mne and braindecode to analyze and classify public domain EEG(ML) signals provided by physi…☆11Jan 29, 2025Updated last year
- EEG data processing and it's convolution using AutoEncoder + CNN + RNN☆96May 23, 2018Updated 8 years ago
- Supplementary material for systematic literature review on deep learning and EEG.☆159Feb 12, 2020Updated 6 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
- Python code for mental state recognition from EEG observations using CNN and RNN networks.☆35Jan 14, 2016Updated 10 years ago
- ☆10May 21, 2023Updated 3 years ago