KamitaniLab / End2EndDeepImageReconstructionLinks
☆20Updated 4 years ago
Alternatives and similar repositories for End2EndDeepImageReconstruction
Users that are interested in End2EndDeepImageReconstruction are comparing it to the libraries listed below
Sorting:
- Code for NeurIPS 2019 paper "From voxels to pixels and back: Self-supervision in natural-image reconstruction from fMRI"☆42Updated 3 years ago
- Demo code for Horikawa and Kamitani (2017) Generic decoding of seen and imagined objects using hierarchical visual features. Nat Commun h…☆162Updated last year
- Code and analysis of the NSD large scale fMRI dataset☆30Updated last year
- Code for the deep neural network modeling of a large-scale fMRI dataset.☆31Updated 8 months ago
- Code related to the Natural Scenes Dataset data paper☆67Updated 4 months ago
- ☆30Updated 2 years ago
- Trained encoding models to generate in silico neural responses for arbitrary stimuli.☆36Updated this week
- Code related to analyzing the Natural Scenes Dataset☆46Updated last year
- ☆13Updated 3 years ago
- Starting code for Algonauts 2021 challenge☆44Updated 4 years ago
- THINGS-data: A multimodal collection of large-scale datasets for investigating object representations in brain and behavior☆57Updated last year
- Feature extraction, dimensionality reduction, model benchmarking.☆34Updated last year
- Self-Supervised RGBD Reconstruction from Brain Activity☆27Updated 3 years ago
- Use DNN to study the brain and use brain measurement to evaluate DNN☆45Updated last year
- python package to access the data of the NSD (natural scenes dataset) fMRI project☆51Updated last year
- The codes of paper: "Reconstructing Perceptive Images from Brain Activity by Shape-Semantic GAN". This demo takes the published fMRI data…☆13Updated 5 years ago
- Supplementary material for the paper "Generative Adversarial Networks Conditioned on Brain Activity Reconstruct Seen Images"☆14Updated 5 years ago
- Code and analysis for the paper: The feature-weighted receptive field: an interpretable encoding model for complex feature spaces☆12Updated 8 years ago
- Data and code for reproducing results of Horikawa, Cowen, Keltner, and Kamitani (2020) The neural representation of visually evoked emoti…☆22Updated last year
- Official repository for the paper "Brain-Diffuser: Natural scene reconstruction from fMRI signals using generative latent diffusion" by F…☆140Updated 2 years ago
- ☆18Updated 6 years ago
- This is the NeurIPS BEETL repository (https://beetl.ai)☆35Updated 2 years ago
- ☆25Updated 11 months ago
- ☆17Updated 2 years ago
- Code from paper "Natural language supervision with a large and diverse dataset builds better models of human high-level visual cortex"☆23Updated last year
- ConvRNN Model Zoo: ImageNet pre-trained convolutional recurrent neural networks☆35Updated 2 years ago
- Use DNNs to build encoding models of EEG visual responses.☆101Updated 9 months ago
- an end to end framework for analyzing fMRI time-series data (4D) using transformers☆50Updated 3 years ago
- Unsupervised deep convolutional neural network model for the ventral visual stream.☆28Updated 2 years ago
- Self-supervised learning techniques for neuroimaging data inspired by prominent learning frameworks in natural language processing + One …☆106Updated 2 years ago