Alternatives and similar repositories for BrainDecodesDeepNets:

Users that are interested in BrainDecodesDeepNets are comparing it to the libraries listed below

• soinx0629 / vis_dec_neurips
  Official Implementation for NeurIPS'23 paper Contrast, Attend and Diffuse to Decode High-Resolution Images from Brain Activities
  ☆43Updated last year
• ReedOnePeck / MindDiffuser
  ☆73Updated 7 months ago
• weihaox / UMBRAE
  [ECCV 2024] UMBRAE: Unified Multimodal Brain Decoding | Unveiling the 'Dark Side' of Brain Modality
  ☆46Updated 8 months ago
• aluo-x / BrainDiVE
  Brain Diffusion for Visual Exploration: Cortical Discovery using Large Scale Generative Models
  ☆19Updated last year
• huzeyann / MemoryEncodingModel
  [Algonauts 2023] PyTorch implementation of "Memory Encoding Model"
  ☆57Updated last year
• gongzix / NeuroClips
  Official code base for NeuroClips
  ☆88Updated 3 months ago
• MichaelMaiii / AIGC-Brain
  Brain-Conditional Multimodal Synthesis: A Survey and Taxonomy
  ☆87Updated 4 months ago
• sklin93 / mind-reader
  [NeurIPS2022] Mind Reader: Reconstructing complex images from brain activities
  ☆62Updated 2 years ago
• ozcelikfu / brain-diffuser
  Official repository for the paper "Brain-Diffuser: Natural scene reconstruction from fMRI signals using generative latent diffusion" by F…
  ☆127Updated 2 years ago
• jingyanghuo / neuropictor
  [ECCV2024] Official PyTorch implementation of "NeuroPictor: Refining fMRI-to-Image Reconstruction via Multi-individual Pretraining and Mu…
  ☆19Updated 4 months ago
• littlepure2333 / MindBridge
  [CVPR 2024 Highlight] Official PyTorch implementation of "MindBridge: A Cross-Subject Brain Decoding Framework"
  ☆98Updated 4 months ago
• ChangdeDu / BraVL
  Code and Data for "Decoding Visual Neural Representations by Multimodal Learning of Brain-Visual-Linguistic Features"
  ☆136Updated last month
• HaitaoWuTJU / Uncertainty-aware-Blur-Prior
  Uncertainty-aware Blur Prior on CVPR 2025
  ☆24Updated 2 weeks ago
• XuanhaoLiu / EEG2Video
  NeurIPS 24, decoding video from EEG signals
  ☆72Updated last week
• ReedOnePeck / MindAnimator
  ☆27Updated last month
• WeizmannVision / SelfSuperReconst
  Self-Supervised RGBD Reconstruction from Brain Activity
  ☆26Updated 2 years ago
• dongyangli-del / EEG_Image_decode
  Using vision-language models to decode natural image perception from non-invasive brain recordings.
  ☆134Updated 3 months ago
• weihaox / DREAM
  [WACV 2024] DREAM: Visual Decoding from Reversing Human Visual System
  ☆53Updated last year
• styvesg / nsd_gnet8x
  ☆30Updated 2 years ago
• RomGai / BrainVis
  Official code repository for the ICASSP 2025 paper: "BrainVis: Exploring the Bridge between Brain and Visual Signals via Image Reconstruc…
  ☆54Updated 2 months ago
• Eric-LRL / Brain-JEPA
  Official codebase for "Brain-JEPA: Brain Dynamics Foundation Model with Gradient Positioning and Spatiotemporal Masking" (NerIPS 2024, Sp…
  ☆32Updated 5 months ago
• XiaoZhangYES / CognitionCapturer
  ☆16Updated 3 weeks ago
• Promise-Z5Q2SQ / EEG-ImageNet-Dataset
  ☆50Updated 6 months ago
• NeuSpeech / awesome-brain-decoding
  collection of awesome research in brain decoding, including interaction with multi-modalities, theories, and foundation models.
  ☆64Updated 4 months ago
• Jielin-Qiu / EEG_Language_Alignment
  [EMNLP 2023] An Empirical Exploration of Cross-domain Alignment between Language and Electroencephalogram
  ☆29Updated last year
• YulongBonjour / BrainCLIP
  Coming soon~
  ☆9Updated last year
• CLIP-MUSED / CLIP-MUSED
  ☆26Updated last year
• 935963004 / NeuroLM
  [ICLR 2025] NeuroLM: A Universal Multi-task Foundation Model for Bridging the Gap between Language and EEG Signals
  ☆46Updated 3 weeks ago
• eeyhsong / NICE-EEG
  [ICLR 2024] M/EEG-based image decoding with contrastive learning. i. Propose a contrastive learning framework to align image and eeg. ii.…
  ☆143Updated 4 months ago
• ChiShengChen / MUSE_EEG
  The official implement of Mind's eye: image recognition by EEG via multimodal similarity-keeping contrastive learning.
  ☆31Updated 3 weeks ago