ThreePoundUniverse / TSMMF-ESWALinks
This is the official implementation of ESWA - A bidirectional cross-modal transformer representation learning model for EEG-fNIRS multimodal affective BCI
☆20Updated 7 months ago
Alternatives and similar repositories for TSMMF-ESWA
Users that are interested in TSMMF-ESWA are comparing it to the libraries listed below
Sorting:
- [Sensors 2024] Mental State Recognition by Analyzing Multimodal EEG-fNIRS via CNN☆24Updated last year
- [ICLR 2024] M/EEG-based image decoding with contrastive learning. i. Propose a contrastive learning framework to align image and eeg. ii.…☆169Updated 3 months ago
- [ICLR 2025] CBraMod: A Criss-Cross Brain Foundation Model for EEG Decoding☆186Updated 2 months ago
- Official code repository for the paper 'EEGPT: Pretrained Transformer for Universal and Reliable Representation of EEG Signals' [NIPS 202…☆208Updated 11 months ago
- ☆67Updated last year
- Public EEG Dataset☆64Updated 2 years ago
- Transformer-based fNIRS Classification. Paper: Transformer Model for Functional Near-Infrared Spectroscopy Classification☆79Updated 8 months ago
- Using vision-language models to decode natural image perception from non-invasive brain recordings.☆72Updated 3 months ago
- [IEEE J-BHI-2024] A Convolutional Transformer to decode mental states from Electroencephalography (EEG) for Brain-Computer Interfaces (BC…☆89Updated 3 months ago
- Package for bimodal training of deep neural networks on neurological data. Pypi: https://pypi.org/project/BiModNeuroCNN/☆14Updated 3 years ago
- code for LMDA☆84Updated 2 years ago
- Deep Learning with EEG.☆22Updated last week
- [ICLR 2025] NeuroLM: A Universal Multi-task Foundation Model for Bridging the Gap between Language and EEG Signals☆94Updated last month
- ☆71Updated 3 years ago
- About Open source code of paper: Toward reliable signals decoding for electroencephalogram: A benchmark study to EEGNeX☆64Updated 2 years ago
- MSVTNet: Multi-Scale Vision Transformer Neural Network for EEG-Based Motor Imagery Decoding☆28Updated 5 months ago
- This is the python implementation of Tensor-CSPNet and Graph-CSPNet.☆72Updated 5 months ago
- This repo is created to provide some state-of-the-art (SOTA) deep learning-based classifier for SSVEP decoding.☆42Updated 7 months ago
- Tutorial for data processing for hybrid BCI☆40Updated 7 years ago
- Deep Learning pipeline for motor-imagery classification.☆61Updated 3 years ago
- LibEER: A Comprehensive Benchmark and Algorithm Library for EEG-based Emotion Recognition☆103Updated last month
- DDGCNN for ssvep☆15Updated last year
- NeurIPS 2024 poster☆26Updated 9 months ago
- [ICLR 2024 spotlight] Large Brain Model for Learning Generic Representations with Tremendous EEG Data in BCI☆447Updated 3 weeks ago
- NeurIPS2023 - A generic biosignal learning framework. Large EEG pre-trained models.☆152Updated last year
- The source code of the OACCA introduced in our IEEE TBME paper (10.1109/TBME.2021.3133594)☆23Updated 3 months ago
- Public fNIRS dataset☆44Updated 2 years ago
- Benchmark of data augmentations for EEG (code from Rommel, Paillard, Moreau and Gramfort, "Data augmentation for learning predictive mode…☆48Updated 2 years ago
- Official repository of EEG-Inception, a general-purpose and powerful deep convolutional neural network for EEG procesing☆47Updated 2 years ago
- A Novel Brain-Computer Interfaces System Design Based on Combining of fNIRS and EEG Signals☆19Updated 4 years ago