Alternatives and similar repositories for semantic-decoding

Users that are interested in semantic-decoding are comparing it to the libraries listed below

• fwillett / speechBCI
  Code for the paper "A high-performance speech neuroprosthesis"
  ☆169Updated last month
• MikeWangWZHL / EEG-To-Text
  code for AAAI2022 paper "Open Vocabulary Electroencephalography-To-Text Decoding and Zero-shot Sentiment Classification"
  ☆199Updated last year
• ozcelikfu / brain-diffuser
  Official repository for the paper "Brain-Diffuser: Natural scene reconstruction from fMRI signals using generative latent diffusion" by F…
  ☆131Updated 2 years ago
• NeuSpeech / EEG-To-Text
  ☆148Updated 7 months ago
• facebookresearch / brainmagick
  Training and evaluation pipeline for MEG and EEG brain signal encoding and decoding using deep learning. Code for our paper "Decoding spe…
  ☆440Updated last year
• athms / learning-from-brains
  Self-supervised learning techniques for neuroimaging data inspired by prominent learning frameworks in natural language processing + One …
  ☆103Updated 2 years ago
• ViCCo-Group / THINGS-data
  THINGS-data: A multimodal collection of large-scale datasets for investigating object representations in brain and behavior
  ☆51Updated last year
• duanyiqun / DeWave
  Exploration on introducing discrete codex and raw wave decoding to realize Brain-to-Text translation.
  ☆175Updated 2 months ago
• gifale95 / eeg_encoding
  Use DNNs to build encoding models of EEG visual responses.
  ☆88Updated 4 months ago
• wenhui0206 / NeuroGPT
  Code for the paper "Neuro-GPT: Towards a Foundation Model for EEG"
  ☆175Updated last year
• subbareddy248 / Awesome-Brain-Encoding--Decoding
  ☆40Updated last year
• NeuSpeech / awesome-brain-decoding
  collection of awesome research in brain decoding, including interaction with multi-modalities, theories, and foundation models.
  ☆77Updated last month
• cffan / neural_seq_decoder
  ☆35Updated last year
• UCSF-Chang-Lab-BRAVO / multimodal-decoding
  Code associated with the paper titled "A high-performance neuroprosthesis for speech decoding and avatar control" , published in Nature i…
  ☆66Updated last year
• HuthLab / deep-fMRI-dataset
  Code accompanying data release of natural language listening fMRI data (LeBel et al.)
  ☆63Updated last year
• N-Nieto / Inner_Speech_Dataset
  Codes to reproduce the Inner speech Dataset publicated by Nieto et al.
  ☆86Updated last year
• YeZiyi1998 / Brain-language-generation
  Language Generation from Brain Recordings
  ☆27Updated 2 months ago
• NeuSpeech / NeuSpeech1
  Decode Neural signal as Speech
  ☆36Updated 10 months ago
• norahollenstein / zuco-benchmark
  ZuCo Reading Task Classification Benchmark using EEG and Eye-Tracking Data
  ☆29Updated last year
• czlwang / BrainBERT
  [ICLR 2023] Code for BrainBERT
  ☆60Updated 6 months ago
• perceivelab / eeg_visual_classification
  ☆107Updated 4 years ago
• dongyangli-del / EEG_Image_decode
  Using vision-language models to decode natural image perception from non-invasive brain recordings.
  ☆150Updated last month
• styvesg / nsd
  Code and analysis of the NSD large scale fMRI dataset
  ☆30Updated last year
• cvnlab / nsddatapaper
  Code related to the Natural Scenes Dataset data paper
  ☆64Updated 5 months ago
• courtois-neuromod / algonauts_2025.competitors
  Data and code for the Algonauts Project 2025 challenge.
  ☆53Updated last month
• cvnlab / nsdcode
  Code related to analyzing the Natural Scenes Dataset
  ☆42Updated 8 months ago
• gallantlab / voxelwise_tutorials
  Voxelwise Encoding Model tutorials from the Gallant lab.
  ☆81Updated 3 months ago
• NeuSpeech / MAD-MEG2text
  ☆21Updated 8 months ago
• openlists / ElectrophysiologyData
  A list of openly available datasets in (mostly human) electrophysiology.
  ☆464Updated 5 months ago
• MedARC-AI / MindEyeV2
  ☆159Updated 2 months ago