Demo code for Horikawa and Kamitani (2017) Generic decoding of seen and imagined objects using hierarchical visual features. Nat Commun https://www.nature.com/articles/ncomms15037.
☆166Apr 21, 2026Updated 4 months ago
Alternatives and similar repositories for GenericObjectDecoding
Users that are interested in GenericObjectDecoding are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Data and code for Shen, Horikawa, Majima, and Kamitani (2019) Deep image reconstruction from human brain activity. PLoS Comput. Biol. htt…☆282Jul 3, 2023Updated 3 years ago
- Code for NeurIPS 2019 paper "From voxels to pixels and back: Self-supervision in natural-image reconstruction from fMRI"☆42Apr 24, 2022Updated 4 years ago
- Supplementary material for the paper "Generative Adversarial Networks Conditioned on Brain Activity Reconstruct Seen Images"☆15Jan 14, 2020Updated 6 years ago
- Matlab library for brain decoding analysis (BrainDecoderToolbox2 data format, machine learning analysis, functional MRI)☆23Nov 11, 2019Updated 6 years ago
- Python package for brain decoding analysis (BrainDecoderToolbox2 data format, machine learning analysis, functional MRI)☆46Aug 5, 2026Updated last month
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- ☆20Nov 9, 2021Updated 4 years ago
- Official repository for the paper "Brain-Diffuser: Natural scene reconstruction from fMRI signals using generative latent diffusion" by F…☆153May 3, 2023Updated 3 years ago
- Code and analysis for the paper: The feature-weighted receptive field: an interpretable encoding model for complex feature spaces☆12Oct 22, 2017Updated 8 years ago
- iCNN: image reconstruction from CNN features☆35Mar 20, 2023Updated 3 years ago
- python package to access the data of the NSD (natural scenes dataset) fMRI project☆54Nov 14, 2024Updated last year
- Python package for Sparse Linear Regression (SLiR)☆21Jul 16, 2019Updated 7 years ago
- Official code release for BOLD5000 Release 2.0☆36Oct 31, 2021Updated 4 years ago
- Coming soon~☆14Jul 15, 2025Updated last year
- Official repository for the paper "Reconstruction of Perceived Images from fMRI Patterns and Semantic Brain Exploration using Instance-Co…☆24May 19, 2022Updated 4 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- The codes of paper: "Reconstructing Perceptive Images from Brain Activity by Shape-Semantic GAN". This demo takes the published fMRI data…☆13Dec 12, 2020Updated 5 years ago
- [NeurIPS2022] Mind Reader: Reconstructing complex images from brain activities☆63Dec 22, 2022Updated 3 years ago
- Self-Supervised RGBD Reconstruction from Brain Activity☆27Jun 6, 2022Updated 4 years ago
- Code for Neural Population Control☆21May 18, 2019Updated 7 years ago
- ☆20Oct 31, 2023Updated 2 years ago
- Data and code for reproducing results of Horikawa, Cowen, Keltner, and Kamitani (2020) The neural representation of visually evoked emoti…☆27Aug 21, 2024Updated 2 years ago
- ☆37Feb 20, 2018Updated 8 years ago
- Use DNN to study the brain and use brain measurement to evaluate DNN☆47Nov 7, 2024Updated last year
- Deep Generative Multi-view Model (DGMM)☆35Mar 11, 2019Updated 7 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- studyforrest.org: Phase2 data (movie, eyetracking, retmapping, visual localizers) [BIDS]☆11Apr 13, 2023Updated 3 years ago
- Starting code for Algonauts 2021 challenge☆44Jun 21, 2021Updated 5 years ago
- THINGS-data: A multimodal collection of large-scale datasets for investigating object representations in brain and behavior☆65Mar 9, 2026Updated 6 months ago
- Use DNNs to build encoding models of EEG visual responses.☆111Apr 21, 2026Updated 4 months ago
- Code and notebooks related to the paper: "Reconstructing Faces from fMRI Patterns using Deep Generative Neural Networks" by VanRullen & R…☆54Jun 5, 2023Updated 3 years ago
- Code Repository for "Neural Networks for Efficient Bayesian Decoding of Natural Images from Retinal Neurons" by Nikhil Parthasarathy, Ele…☆11May 14, 2018Updated 8 years ago
- Python package for extracting representations from state-of-the-art computer vision models☆180Nov 12, 2025Updated 10 months ago
- Official Implementation for NeurIPS'23 paper Contrast, Attend and Diffuse to Decode High-Resolution Images from Brain Activities☆44Mar 11, 2024Updated 2 years ago
- ☆12Dec 7, 2023Updated 2 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Code from paper "Natural language supervision with a large and diverse dataset builds better models of human high-level visual cortex"☆26Feb 6, 2024Updated 2 years ago
- Code and Data for "Decoding Visual Neural Representations by Multimodal Learning of Brain-Visual-Linguistic Features"☆151Mar 26, 2025Updated last year
- Pycortex is a python-based toolkit for surface visualization of fMRI data☆664Updated this week
- Code for paper NeuroGen: activation optimized image synthesis for discovery neuroscience.☆12Sep 24, 2023Updated 2 years ago
- Courtois NeuroMod collection of raw datasets☆22May 13, 2026Updated 4 months ago
- ☆21Mar 26, 2024Updated 2 years ago
- fMRI-to-image reconstruction on the NSD dataset.☆383May 22, 2024Updated 2 years ago