Reconstructing Visual Percepts from EEG
☆38May 16, 2025Updated 10 months ago
Alternatives and similar repositories for Perceptogram
Users that are interested in Perceptogram are comparing it to the libraries listed below
Sorting:
- Official PyTorch repository for ICASSP 2025 Guess What I Think: Streamlined EEG-to-Image Generation with Latent Diffusion Models.☆61Apr 17, 2025Updated 11 months ago
- SSVEP speller combined with an intelligent companion app with a chatbot☆10Apr 22, 2023Updated 2 years ago
- Using vision-language models to decode natural image perception from non-invasive brain recordings.☆198Dec 24, 2025Updated 2 months ago
- Official code repository for the ICASSP 2025 paper: "BrainVis: Exploring the Bridge between Brain and Visual Signals via Image Reconstruc…☆67Dec 10, 2025Updated 3 months ago
- Uncertainty-aware Blur Prior on CVPR 2025☆77Feb 28, 2026Updated 3 weeks ago
- [ICLR 2024] M/EEG-based image decoding with contrastive learning. i. Propose a contrastive learning framework to align image and eeg. ii.…☆192Jul 18, 2025Updated 8 months ago
- ☆34Dec 22, 2025Updated 3 months ago
- Use DNNs to build encoding models of EEG visual responses.☆105Mar 12, 2025Updated last year
- A Unified MultItask Network for zero-shot M/EEG visual Decoding (referred to UMind), including visual stimulus retrieval, classification,…☆18Nov 12, 2025Updated 4 months ago
- Dynadiff: Single-stage Decoding of Images from Continuously Evolving fMRI☆42May 13, 2025Updated 10 months ago
- Official repository for the paper "Brain-Diffuser: Natural scene reconstruction from fMRI signals using generative latent diffusion" by F…☆144May 3, 2023Updated 2 years ago
- ☆17Mar 20, 2025Updated last year
- Coming soon~☆13Jul 15, 2025Updated 8 months ago
- ☆125Feb 9, 2021Updated 5 years ago
- Brain Diffusion for Visual Exploration: Cortical Discovery using Large Scale Generative Models (NeurIPS 2023 Oral)☆27Mar 28, 2024Updated last year
- collection of awesome research in brain decoding, including interaction with multi-modalities, theories, and foundation models.☆103Jun 12, 2025Updated 9 months ago
- NeurIPS 24, decoding video from EEG signals☆126Mar 13, 2026Updated last week
- EEG2IMAGE: Image Reconstruction from EEG Brain Signals. [ICASSP 2023]☆98Mar 15, 2025Updated last year
- The official implement of Mind's eye: image recognition by EEG via multimodal similarity-keeping contrastive learning.☆43Apr 13, 2025Updated 11 months ago
- Language Generation from Brain Recordings☆31May 21, 2025Updated 10 months ago
- THINGS-data: A multimodal collection of large-scale datasets for investigating object representations in brain and behavior☆62Mar 9, 2026Updated last week
- ☆40May 18, 2025Updated 10 months ago
- [ECCV 2024] UMBRAE: Unified Multimodal Brain Decoding | Unveiling the 'Dark Side' of Brain Modality☆60Jan 8, 2026Updated 2 months ago
- [NeurIPS 2024] Official code base for NeuroClips☆103Jun 9, 2025Updated 9 months ago
- Pretrained decoders for intracortical BCI.☆32Jan 26, 2026Updated last month
- ☆63May 15, 2025Updated 10 months ago
- ☆17Sep 20, 2022Updated 3 years ago
- Toward Generalizing Visual Brain Decoding to Unseen Subjects☆28May 14, 2025Updated 10 months ago
- Interactive notebook introducing the matrix exponential and matrix Lie groups, from the Quantum Formalism lecture series.☆12Apr 17, 2025Updated 11 months ago
- Brain-Conditional Multimodal Synthesis: A Survey and Taxonomy☆104Dec 9, 2024Updated last year
- Global Adaptive Transformer for Cross-Subject EEG Classification.☆31Jan 11, 2024Updated 2 years ago
- Riemannian Geometry-Based Spatial Filtering (RSF)☆19Jun 22, 2025Updated 8 months ago
- [NeurIPS 2024] Code release for NeuroBOLT☆36Nov 5, 2025Updated 4 months ago
- ☆50Apr 3, 2025Updated 11 months ago
- Implemented an EEG processing toolkit; an Ensemble SVM; a stacked RNN and CNN.☆11Oct 23, 2019Updated 6 years ago
- ☆12May 25, 2023Updated 2 years ago
- Implementation of “DreamDiffusion: Generating High-Quality Images from Brain EEG Signals”☆643Oct 1, 2025Updated 5 months ago
- CNN-Former model with EEG-ME for SSVEP classification (TNSRE)☆15Sep 8, 2024Updated last year
- Using GAN to create synthetic and partially synthetic EEG data to augment training sets for motor imagery interaction tasks☆13Aug 27, 2019Updated 6 years ago