AshrithSagar / EEG-Imagined-speech-recognitionLinks
Imagined speech recognition using EEG signals. KaraOne database, FEIS database.
☆18Updated 10 months ago
Alternatives and similar repositories for EEG-Imagined-speech-recognition
Users that are interested in EEG-Imagined-speech-recognition are comparing it to the libraries listed below
Sorting:
- The codes that I implemented during my B.Sc. project.☆22Updated 3 years ago
- The official implement of Mind's eye: image recognition by EEG via multimodal similarity-keeping contrastive learning.☆34Updated last month
- [Sensors 2024] Mental State Recognition by Analyzing Multimodal EEG-fNIRS via CNN☆22Updated 11 months ago
- ☆62Updated last year
- [IEEE J-BHI-2024] A Convolutional Transformer to decode mental states from Electroencephalography (EEG) for Brain-Computer Interfaces (BC…☆73Updated 6 months ago
- Towards Domain Free Transformer for Generalized EEG Pre-training☆26Updated last month
- Decoding of the speech envelope from EEG using the VLAAI deep neural network☆14Updated 2 years ago
- A Lightweight and High Performance Neural network for MI-EEG decoding☆26Updated 2 months ago
- Deep learning model for EEG artifact removal☆71Updated 2 years ago
- [ESWA] NeuroXAI: Adaptive, Robust, Explainable Surrogate Framework for Determination of Channel Importance in EEG Application☆23Updated 5 months ago
- A Novel Decoding Approach for Hybrid EEG-fNIRS BCI.☆18Updated 2 months ago
- Global Adaptive Transformer for Cross-Subject EEG Classification.☆28Updated last year
- ☆12Updated last year
- PyTorch code for "Motor Imagery Decoding Using Ensemble Curriculum Learning and Collaborative Training"☆16Updated last year
- [ICLR 2025] CBraMod: A Criss-Cross Brain Foundation Model for EEG Decoding☆105Updated this week
- Improving performance of motor imagery classification using variational-autoencoder and synthetic EEG signals☆43Updated 6 months ago
- NeurIPS 2024 poster☆26Updated 5 months ago
- the implementation of the ASAD_DenseNet☆28Updated 2 months ago
- [TNNLS-2025] This is the pytorch implementation of EmT, a graph-transformer for EEG emotion recognition.☆49Updated last month
- This repository contains the python scripts developed as a part of the work presented in the paper "STAnet: A Spatiotemporal Attention Ne…☆11Updated 2 years ago
- Conditional EEG diffusion model☆13Updated last year
- EEG Artifact Removal Using Deep Learning (source code, IEEE Journal of Biomedical and Health Informatics)☆34Updated 2 years ago
- NeurIPS2023 - A generic biosignal learning framework. Large EEG pre-trained models.☆127Updated last year
- An implementation of Denoising Diffusion Probabilistic Models (DDPM) in PyTorch for EEG-based image reconstruction.☆45Updated 2 years ago
- ☆20Updated 6 months ago
- Exploration of diffuison-based generative model to sychronizing brain dynamics from semantic language input.☆38Updated last year
- Implementation of Domain Specific Denoising Diffusion Probabilistic Models for Brain Dynamics/EEG Signals☆56Updated last year
- ☆49Updated 8 months ago
- ☆20Updated 10 months ago
- Analysis of Transformer attention in EEG signal classification☆44Updated 9 months ago