AshrithSagar / EEG-Imagined-speech-recognitionLinks
Imagined speech recognition using EEG signals. KaraOne database, FEIS database.
☆18Updated 2 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:
- [Preparing] DBConformer: Dual-Branch Convolutional Transformer for EEG Decoding☆25Updated this week
- [ICLR 2025] CBraMod: A Criss-Cross Brain Foundation Model for EEG Decoding☆168Updated last month
- [ICLR 2025] NeuroLM: A Universal Multi-task Foundation Model for Bridging the Gap between Language and EEG Signals☆84Updated 4 months ago
- NeurIPS2023 - A generic biosignal learning framework. Large EEG pre-trained models.☆148Updated last year
- [ICLR 2024] M/EEG-based image decoding with contrastive learning. i. Propose a contrastive learning framework to align image and eeg. ii.…☆165Updated 2 months ago
- Official code repository for the paper 'EEGPT: Pretrained Transformer for Universal and Reliable Representation of EEG Signals' [NIPS 202…☆195Updated 10 months ago
- [IEEE J-BHI-2024] A Convolutional Transformer to decode mental states from Electroencephalography (EEG) for Brain-Computer Interfaces (BC…☆84Updated 2 months ago
- ☆21Updated 2 years ago
- Decode Neural signal as Speech☆36Updated 11 months ago
- MSVTNet: Multi-Scale Vision Transformer Neural Network for EEG-Based Motor Imagery Decoding☆26Updated 4 months ago
- Using GAN to create synthetic and partially synthetic EEG data to augment training sets for motor imagery interaction tasks☆12Updated 6 years ago
- The code repository for "MB2C: Multimodal Bidirectional Cycle Consistency for Learning Robust Visual Neural Representations" in PyTorch☆17Updated 9 months ago
- ☆12Updated 2 years ago
- KDD24 - EEG2Rep: Enhancing Self-supervised EEG Representation Through Informative Masked Inputs☆70Updated 7 months ago
- NeurIPS 2024 poster☆26Updated 8 months ago
- ☆54Updated last year
- code for LMDA☆84Updated 2 years ago
- META-EEG: Meta-learning-based Class-relevant EEG Representation Learning for Zero-calibration Brain-computer Interfaces☆22Updated last year
- This repository contains the python scripts developed as a part of the work presented in the paper "STAnet: A Spatiotemporal Attention Ne…☆12Updated 2 years ago
- [TNNLS-2023] This is the PyTorch implementation of LGGNet.☆117Updated 2 years ago
- This is the python implementation of Tensor-CSPNet and Graph-CSPNet.☆72Updated 4 months ago
- Using vision-language models to decode natural image perception from non-invasive brain recordings.☆68Updated 2 months ago
- The official implementation of our paper "MEET: A Multi-band EEG Transformer for Brain States Decoding"☆16Updated 3 years ago
- Toward Fully-End-to-End Listened Speech Decoding from EEG Signals (Interspeech 2024)☆24Updated 8 months ago
- Deep Learning pipeline for motor-imagery classification.☆61Updated 3 years ago
- CNN-Former model with EEG-ME for SSVEP classification (TNSRE)☆13Updated last year
- [TNNLS-2025] This is the pytorch implementation of EmT, a graph-transformer for EEG emotion recognition.☆67Updated last month
- EEG-Based Alzheimer’s Disease Recognition Using Robust-PCA and LSTM Recurrent Neural Network☆14Updated 2 years ago
- ☆10Updated 11 months ago
- GGN model for seizure classification (datasets: TUH EEG seizure TUSZ 1.5.2)☆62Updated last year