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 6 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"☆43Apr 24, 2022Updated 4 years ago
- Matlab library for brain decoding analysis (BrainDecoderToolbox2 data format, machine learning analysis, functional MRI)☆23Nov 11, 2019Updated 6 years ago
- ☆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
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Codes used in "Neural decoding of visual imagery during sleep" by Horikawa et al (Science, 2013, http://science.sciencemag.org/content/34…☆40Feb 28, 2017Updated 9 years ago
- Python package for Sparse Linear Regression (SLiR)☆21Jul 16, 2019Updated 7 years ago
- python package to access the data of the NSD (natural scenes dataset) fMRI project☆54Nov 14, 2024Updated last year
- iCNN: image reconstruction from CNN features☆35Mar 20, 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 9 years ago
- ☆37Feb 20, 2018Updated 8 years ago
- Official code release for BOLD5000 Release 2.0☆36Oct 31, 2021Updated 4 years ago
- Deep Generative Multi-view Model (DGMM)☆35Mar 11, 2019Updated 7 years ago
- Code for Neural Population Control☆21May 18, 2019Updated 7 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Self-Supervised RGBD Reconstruction from Brain Activity☆27Jun 6, 2022Updated 4 years ago
- 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
- 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
- studyforrest.org: Phase2 data (movie, eyetracking, retmapping, visual localizers) [BIDS]☆11Apr 13, 2023Updated 3 years ago
- [NeurIPS2022] Mind Reader: Reconstructing complex images from brain activities☆63Dec 22, 2022Updated 3 years ago
- Data and code for reproducing results of Horikawa, Cowen, Keltner, and Kamitani (2020) The neural representation of visually evoked emoti…☆29Aug 21, 2024Updated 2 years ago
- Use DNN to study the brain and use brain measurement to evaluate DNN☆47Nov 7, 2024Updated last year
- Starting code for Algonauts 2021 challenge☆44Jun 21, 2021Updated 5 years ago
- Coming soon~☆14Jul 15, 2025Updated last year
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- ☆21Oct 31, 2023Updated 3 years ago
- ☆18Jul 3, 2023Updated 3 years 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
- Use DNNs to build encoding models of EEG visual responses.☆113Apr 21, 2026Updated 6 months ago
- THINGS-data: A multimodal collection of large-scale datasets for investigating object representations in brain and behavior☆65Mar 9, 2026Updated 7 months ago
- Pycortex is a python-based toolkit for surface visualization of fMRI data☆665Updated this week
- Code Repository for "Neural Networks for Efficient Bayesian Decoding of Natural Images from Retinal Neurons" by Nikhil Parthasarathy, Ele…☆12May 14, 2018Updated 8 years ago
- Python package for extracting representations from state-of-the-art computer vision models☆180Nov 12, 2025Updated 11 months ago
- ☆81Nov 19, 2025Updated 11 months ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Code and Data for "Decoding Visual Neural Representations by Multimodal Learning of Brain-Visual-Linguistic Features"☆150Mar 26, 2025Updated last year
- Code accompanying data release of natural language listening fMRI data (LeBel et al.)☆70Nov 1, 2023Updated 2 years ago
- [NeurIPS'19 Oral] CORnet: Modeling the Neural Mechanisms of Core Object Recognition☆289Oct 25, 2023Updated 3 years 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
- 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
- ☆12Dec 7, 2023Updated 2 years ago
- Real-time collection, preprocessing, and analysis of fMRI data in Python☆18Jan 30, 2020Updated 6 years ago