TorchEEG is a library built on PyTorch for EEG signal analysis.
☆570Apr 8, 2026Updated 2 months ago
Alternatives and similar repositories for torcheeg
Users that are interested in torcheeg are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [TNSRE 23] EEG Transformer 2.0. i. Convolutional Transformer for EEG Decoding. ii. Novel visualization - Class Activation Topography.☆754Jul 24, 2024Updated last year
- Deep learning software to decode EEG, ECG or MEG signals☆1,260Updated this week
- 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
- A Deep Learning library for EEG Tasks (Signals) Classification, based on TensorFlow.☆1,160Jul 20, 2025Updated 11 months ago
- [ICLR 2024 spotlight] Large Brain Model for Learning Generic Representations with Tremendous EEG Data in BCI☆635Sep 29, 2025Updated 9 months 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.
- LibEER: A Comprehensive Benchmark and Algorithm Library for EEG-based Emotion Recognition☆212Mar 18, 2026Updated 3 months ago
- A list of all public EEG-datasets☆3,053Oct 17, 2025Updated 8 months ago
- BIOT - A framework for pretraining biosignals at scale. Large EEG pre-trained models.☆201Dec 11, 2023Updated 2 years ago
- The model for the paper "EEG-Based Emotion Recognition Using Regularized Graph Neural Networks"☆217Oct 25, 2020Updated 5 years ago
- This is an implentation of paper GMSS: Graph-Based Multi-Task Self-Supervised Learning for EEG Emotion Recognition☆81Apr 7, 2022Updated 4 years ago
- Attention temporal convolutional network for EEG-based motor imagery classification☆354Nov 29, 2025Updated 7 months ago
- Repetition code of the model for the paper "EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks" in pytorch☆125May 3, 2023Updated 3 years ago
- [ACM MM 2023] Multimodal Adaptive Emotion Transformer with Flexible Modality Inputs on A Novel Dataset with Continuous Labels☆79Sep 29, 2025Updated 9 months ago
- ☆206Aug 5, 2022Updated 3 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.
- Mother of All BCI Benchmarks☆1,012Jun 26, 2026Updated last week
- Official implementation of the paper "GANSER: A Self-supervised Data Augmentation Framework for EEG-based Emotion Recognition"☆76May 30, 2022Updated 4 years ago
- Official code repository for the paper 'EEGPT: Pretrained Transformer for Universal and Reliable Representation of EEG Signals' [NIPS 202…☆299Oct 30, 2024Updated last year
- [ICLR 2025] CBraMod: A Criss-Cross Brain Foundation Model for EEG Decoding☆325Jun 16, 2026Updated 2 weeks ago
- EEGraph: Convert EEGs to graphs with frequency and time-frequency domain connectivity measures.☆167Jun 19, 2026Updated 2 weeks ago
- [Old version] PyTorch implementation of EEGNet: A Compact Convolutional Network for EEG-based Brain-Computer Interfaces - https://arxiv.o…☆379Jul 10, 2019Updated 6 years ago
- official implementation of the PR-PL model (arxiv：https://arxiv.org/abs/2202.06509)☆56Jul 3, 2024Updated 2 years ago
- i. A practical application of Transformer (ViT) on 2-D physiological signal (EEG) classification tasks. Also could be tried with EMG, EOG…☆334Mar 23, 2023Updated 3 years ago
- A ViT based transformer applied on multi-channel time-series EEG data for motor imagery classification☆196May 10, 2025Updated 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.
- pytorch implementation of EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks☆107Jun 21, 2023Updated 3 years ago
- Resources for the paper titled "EEG-GCNN: Augmenting Electroencephalogram-based Neurological Disease Diagnosis using a Domain-guided Grap…☆183Oct 8, 2022Updated 3 years ago
- ☆185Nov 3, 2022Updated 3 years ago
- selfEEG: a Python library for Self-Supervised Learning on Electroencephalography (EEG) data☆76Jun 12, 2025Updated last year
- [IEEE J-BHI-2024] A Convolutional Transformer to decode mental states from Electroencephalography (EEG) for Brain-Computer Interfaces (BC…☆118Jun 23, 2025Updated last year
- MPED: A Multi-Modal Physiological Emotion Database for Discrete Emotion☆50Oct 25, 2020Updated 5 years ago
- ☆76Aug 30, 2023Updated 2 years ago
- Code for paper MS-MDA: Multisource Marginal Distribution Adaptation for Cross-subject and Cross-session EEG Emotion Recognition☆115Oct 22, 2025Updated 8 months ago
- IEEE Transactions on Affective Computing, 2022☆28Dec 2, 2023Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- A list of papers for physiological signal classification using machine learning/deep learning.☆250Jul 18, 2022Updated 3 years ago
- This project contains the code for a deep learning architecture to analyze EEG data.☆59Feb 17, 2025Updated last year
- code for LMDA☆89Jul 14, 2023Updated 2 years ago
- PyTorch implementation for the paper "The Case for Cleaner Biosignals: High-fidelity Neural Compressor Enables Transfer from Cleaner iEEG…☆20Sep 18, 2025Updated 9 months ago
- This is the python implementation of Tensor-CSPNet and Graph-CSPNet.☆86Jan 10, 2026Updated 5 months ago
- Implementation of graph convolutional networks based on PyTorch Geometric to classify EEG signals.☆57Jun 15, 2021Updated 5 years ago
- Code for the paper "Neuro-GPT: Towards a Foundation Model for EEG"☆225May 7, 2024Updated 2 years ago