windowso / SWIM-ASADLinks
The official implementation of paper SWIM: SHORT-WINDOW CNN INTEGRATED WITH MAMBA FOR EEG-BASED AUDITORY SPATIAL ATTENTION DECODING
☆18Updated last year
Alternatives and similar repositories for SWIM-ASAD
Users that are interested in SWIM-ASAD are comparing it to the libraries listed below
Sorting:
- KDD24 - EEG2Rep: Enhancing Self-supervised EEG Representation Through Informative Masked Inputs☆81Updated 3 months ago
- Offical repository of the paper "EEG-DG:A Multi-Source Domain Generalization Framework for Motor Imagery EEG Classification" .☆28Updated 8 months ago
- An End-to-end Transformer for Alzheimer's Disease Detection☆20Updated 5 months ago
- The official code implementation for "DMMR: Cross-Subject Domain Generalization for EEG-Based Emotion Recognition via Denoising Mixed Mut…☆70Updated 8 months ago
- Code for the paper published in Deep Generative Models for Health Workshop at the Neurips 2023.☆62Updated last year
- [IEEE J-BHI-2024] The PyTorch implementation of MASA-TCN☆45Updated last year
- ☆19Updated 11 months ago
- ☆23Updated 3 years ago
- ☆26Updated 2 years ago
- ☆30Updated 2 years ago
- [ACM MM 2023] Multimodal Adaptive Emotion Transformer with Flexible Modality Inputs on A Novel Dataset with Continuous Labels☆67Updated 3 months ago
- The source code and data for the paper 'A Supervised Information Enhanced Multi-granularity Contrastive Learning Framework for EEG based …☆18Updated 2 years ago
- ☆13Updated 2 years ago
- [Arxiv] NeuroNet: A Novel Hybrid Self-Supervised Learning Framework for Sleep Stage Classification Using Single-Channel EEG☆70Updated 11 months ago
- The official implementation of our paper "MEET: A Multi-band EEG Transformer for Brain States Decoding"☆18Updated 3 years ago
- Towards Domain Free Transformer for Generalized EEG Pre-training☆29Updated 8 months ago
- [ICLR 2025] CBraMod: A Criss-Cross Brain Foundation Model for EEG Decoding☆250Updated last week
- MAS-DGAT-Net: A Dynamic Graph Attention Network with Multibranch Feature Extraction and Staged Fusion for EEG Emotion Recognition☆21Updated last year
- ☆29Updated last year
- [TNNLS-2023] This is the PyTorch implementation of LGGNet.☆125Updated 2 years ago
- [IEEE JBHI 2025] DBConformer: Dual-Branch Convolutional Transformer for EEG Decoding☆39Updated last month
- META-EEG: Meta-learning-based Class-relevant EEG Representation Learning for Zero-calibration Brain-computer Interfaces☆25Updated last year
- BIBM 24, mixture of graph experts for cross-subject EEG emotion recognitions☆14Updated 8 months ago
- [TIM 2024] The official implementation for the paper "Affective EEG-based Person Identification with Continual Learning"☆15Updated last year
- [TNNLS-2025] This is the pytorch implementation of EmT, a graph-transformer for EEG emotion recognition.☆89Updated last week
- ☆43Updated last year
- This repository contains the python scripts developed as a part of the work presented in the paper "STAnet: A Spatiotemporal Attention Ne…☆15Updated 2 years ago
- ☆48Updated 3 months ago
- ☆19Updated 2 years ago
- ARNN: Attentive Recurrent Neural Network for Multi-channel EEG Signals to Identify Epileptic Seizures☆16Updated last year