vandijklab / BrainLM
☆94Updated 3 weeks ago
Alternatives and similar repositories for BrainLM:
Users that are interested in BrainLM are comparing it to the libraries listed below
- Self-supervised learning techniques for neuroimaging data inspired by prominent learning frameworks in natural language processing + One …☆99Updated last year
- an end to end framework for analyzing fMRI time-series data (4D) using transformers☆46Updated 3 years ago
- ☆29Updated 2 years ago
- Official codebase for "Brain-JEPA: Brain Dynamics Foundation Model with Gradient Positioning and Spatiotemporal Masking" (NerIPS 2024, Sp…☆27Updated 4 months ago
- Data and code for the Algonauts Project 2025 challenge.☆47Updated last month
- Official code release for BOLD5000 Release 2.0☆29Updated 3 years ago
- Starter code for the BOLDMoments fMRI video dataset☆16Updated 8 months ago
- Brain Diffusion for Visual Exploration: Cortical Discovery using Large Scale Generative Models☆20Updated last year
- Pre-trained Transformer on Brain Signals☆24Updated last year
- THINGS-data: A multimodal collection of large-scale datasets for investigating object representations in brain and behavior☆44Updated 8 months ago
- Code related to analyzing the Natural Scenes Dataset☆37Updated 4 months ago
- Code related to the Natural Scenes Dataset data paper☆61Updated 3 weeks ago
- Code for preprocessing data for the Naturalistic viewing EEG FMRI data release from NKI☆35Updated 2 years ago
- Official repository for the paper "Brain-Diffuser: Natural scene reconstruction from fMRI signals using generative latent diffusion" by F…☆122Updated last year
- Code from paper "Natural language supervision with a large and diverse dataset builds better models of human high-level visual cortex"☆21Updated last year
- Code associated with the paper titled "A high-performance neuroprosthesis for speech decoding and avatar control" , published in Nature i…☆63Updated last year
- [Algonauts 2023] PyTorch implementation of "Memory Encoding Model"☆56Updated last year
- python package to access the data of the NSD (natural scenes dataset) fMRI project☆45Updated 4 months ago
- Trained encoding models to generate in silico neural responses for arbitrary stimuli.☆17Updated this week
- ☆33Updated last month
- Use DNNs to build encoding models of EEG visual responses.☆77Updated 3 weeks ago
- Official repo for SwiFT: Swin 4D fMRI Transformer☆69Updated 3 months ago
- Official Implementation of POYO-1 https://poyo-brain.github.io/☆61Updated this week
- [ICLR 2023] Code for BrainBERT☆50Updated 2 months ago
- Self-supervised fMRI foundation model☆4Updated 2 months ago
- The open-source implementation of the NeurIPS 2022 paper Brain Network Transformer.☆106Updated 2 years ago
- ☆36Updated 9 months ago
- Code for the paper "A high-performance speech neuroprosthesis"☆148Updated last month
- Code and analysis of the NSD large scale fMRI dataset☆30Updated 10 months ago
- ☆25Updated 2 months ago