exporl / auditory-eeg-challenge-2024-code
☆28Updated 9 months ago
Related projects: ⓘ
- the implementation of the ASAD_DenseNet☆22Updated 4 months ago
- ☆42Updated 4 months ago
- Toward Fully-End-to-End Listened Speech Decoding from EEG Signals (Interspeech 2024)☆13Updated 3 months ago
- Code for a seq2seq architecture with Bahdanau attention designed to map stereotactic EEG data from human brains to spectrograms, using th…☆31Updated 2 years ago
- ☆10Updated last year
- MATLAB code to decode the spatial focus of auditory attention from EEG using common spatial pattern filters and Riemannian geometry-based…☆23Updated last year
- DBPNet model☆29Updated 3 months ago
- ☆21Updated last year
- This project describes the necessary code to implement an EEG-based emotion recognition using SincNet [Ravanelli & Bengio 2018] including…☆57Updated 7 months ago
- SOTA methods for performing emotion classification using Transformers.☆19Updated last year
- ☆54Updated last year
- ☆14Updated 3 months ago
- Pytorch/Python implementation of the joint CNN-LSTM deep learning model☆25Updated 3 years ago
- A Convolutional Transformer to decode mental states from Electroencephalography (EEG) for Brain-Computer Interfaces (BCI)☆28Updated 3 months ago
- ☆23Updated 2 years ago
- ☆11Updated last month
- Repository of EEG-Simpleconv original paper☆28Updated 9 months ago
- An implementation of Denoising Diffusion Probabilistic Models (DDPM) in PyTorch for EEG-based image reconstruction.☆38Updated last year
- ☆86Updated 5 months ago
- NeuroNet: A Novel Hybrid Self-Supervised Learning Framework for Sleep Stage Classification Using Single-Channel EEG☆21Updated last week
- The official code implementation for "DMMR: Cross-Subject Domain Generalization for EEG-Based Emotion Recognition via Denoising Mixed Mut…☆17Updated 4 months ago
- ☆19Updated last month
- Code for processing and managing data for EEG-based emotion recognition of individuals with and without Autism. EEG and other clinical da…☆41Updated 6 months ago
- selfEEG: a Python library for Self-Supervised Learning on Electroencephalography (EEG) data☆35Updated 2 months ago
- Classification of EEG signals into silence vs listening☆18Updated 2 years ago
- EEG-Based Emotion Recognition☆39Updated 3 months ago
- [IEEE J-BHI-2024] The PyTorch implementation of MASA-TCN☆22Updated 4 months ago
- collection of awesome research in brain decoding, including interaction with multi-modalities, theories, and foundation models.☆35Updated 2 months ago
- Global Adaptive Transformer for Cross-Subject EEG Classification.☆22Updated 8 months ago
- Official implementation of our MICCAI 2022 paper "mulEEG: A Multi-View Representation Learning on EEG Signals"☆29Updated last year