fwillett / speechBCI
Code for the paper "A high-performance speech neuroprosthesis"
☆154Updated 3 months ago
Alternatives and similar repositories for speechBCI:
Users that are interested in speechBCI are comparing it to the libraries listed below
- Code associated with the paper titled "A high-performance neuroprosthesis for speech decoding and avatar control" , published in Nature i…☆64Updated last year
- ☆31Updated 9 months ago
- collection of awesome research in brain decoding, including interaction with multi-modalities, theories, and foundation models.☆64Updated 4 months ago
- Code for the paper "Neuro-GPT: Towards a Foundation Model for EEG"☆164Updated 11 months ago
- Second-place solution for the Brain-to-Text Benchmark '24☆16Updated 5 months ago
- ☆134Updated 4 months ago
- ☆49Updated 6 months ago
- Self-supervised learning techniques for neuroimaging data inspired by prominent learning frameworks in natural language processing + One …☆99Updated last year
- A surface electromyographic (sEMG) touch typing dataset with baselines. https://arxiv.org/abs/2410.20081.☆70Updated last month
- Use DNNs to build encoding models of EEG visual responses.☆79Updated last month
- ☆14Updated last month
- Official Implementation of POYO-1 https://poyo-brain.github.io/☆63Updated last month
- Scripts to work with an intracranial EEG dataset of speech production.☆25Updated 3 months ago
- [ICLR 2023] Code for BrainBERT☆52Updated 3 months ago
- ☆77Updated 3 years ago
- Decode Neural signal as Speech☆34Updated 7 months ago
- 🔧🧠 MEEGkit: MEG & EEG processing toolkit in Python☆199Updated 2 months ago
- ☆100Updated last year
- Code for a seq2seq architecture with Bahdanau attention designed to map stereotactic EEG data from human brains to spectrograms, using th…☆32Updated 2 years ago
- Towards large neural data models.☆29Updated 5 months ago
- Voxelwise Encoding Model tutorials from the Gallant lab.☆78Updated last week
- ☆39Updated 10 months ago
- code for AAAI2022 paper "Open Vocabulary Electroencephalography-To-Text Decoding and Zero-shot Sentiment Classification"☆194Updated 10 months ago
- ☆20Updated 5 months ago
- Resources for Book: Deep Learning for EEG-based Brain-Computer Interface: Representations, Algorithms and Applications☆240Updated 2 years ago
- Codes to reproduce the Inner speech Dataset publicated by Nieto et al.☆84Updated 11 months ago
- EEGEyeNet is benchmark to evaluate ET prediction based on EEG measurements with an increasing level of difficulty☆45Updated 3 years ago
- This project contains the code for a deep learning architecture to analyze EEG data.☆50Updated 2 months ago
- The fusion of MNE and PyTorch for accelerated deep-neural-network based BCI-systems and Neurophysiology signal analysis.☆68Updated 2 years ago
- Some tutorials for students of neuroscience☆114Updated last month