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    LAION-fMRI

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    Sold by: Hebart Lab 
    Open data
    |
    Deployed on AWS
    LAION-fMRI is one of the largest and most comprehensive high-resolution imaging datasets of brain responses to visually-presented photographs which we built to uncover how the human brain sees and understands the world. Five participants viewed over 25,000 unique natural images in 165 hours across 165 sessions, capturing hundreds of thousands of brain responses every second with an ultra-high-field 7-Tesla MRI scanner. This extraordinary scale means results can be replicated across individuals and generalized across a very broad range of visual experiences, overcoming critical barriers that previous datasets simply could not. The images span everything from everyday photographs (sampled from 120 million image-text pairs) to abstract shapes and visual illusions, ensuring the dataset covers the full breadth of human visual experience. Every image was measured multiple times, delivering exceptional signal quality and setting new standards for the field. Beyond functional brain scans,[...]

    Overview

    LAION-fMRI is one of the largest and most comprehensive high-resolution imaging datasets of brain responses to visually-presented photographs which we built to uncover how the human brain sees and understands the world. Five participants viewed over 25,000 unique natural images in 165 hours across 165 sessions, capturing hundreds of thousands of brain responses every second with an ultra-high-field 7-Tesla MRI scanner. This extraordinary scale means results can be replicated across individuals and generalized across a very broad range of visual experiences, overcoming critical barriers that previous datasets simply could not. The images span everything from everyday photographs (sampled from 120 million image-text pairs) to abstract shapes and visual illusions, ensuring the dataset covers the full breadth of human visual experience. Every image was measured multiple times, delivering exceptional signal quality and setting new standards for the field. Beyond functional brain scans, the dataset includes rich complementary data (eye-tracking, behavioral responses, detailed maps of each participant's visual brain architecture, and cutting-edge white matter fiber tracking), making it possibly the most deeply characterized neuroimaging resources assembled to date. LAION-fMRI provides the foundation for building next-generation AI vision models grounded in real human brain data, fundamentally bridging the gap between biological and artificial intelligence.

    Features and programs

    Open Data Sponsorship Program

    This dataset is part of the Open Data Sponsorship Program, an AWS program that covers the cost of storage for publicly available high-value cloud-optimized datasets.

    Pricing

    This is a publicly available data set. No subscription is required.

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    Usage information

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    Delivery details

    AWS Data Exchange (ADX)

    AWS Data Exchange is a service that helps AWS easily share and manage data entitlements from other organizations at scale.

    Open data resources

    Available with or without an AWS account.

    How to use
    To access these resources, reference the Amazon Resource Name (ARN) using the AWS Command Line Interface (CLI). Learn more 
    Description
    BIDS-organized 7T fMRI data (NIfTI) with derivatives including preprocessed data, ROIs, single-trial beta estimates from GLMsingle, retinotopy maps, functional localizers, and precision diffusion MRI tractography.
    Resource type
    S3 bucket
    Amazon Resource Name (ARN)
    arn:aws:s3:::laion-fmri
    AWS region
    us-west-2
    AWS CLI access (No AWS account required)
    aws s3 ls --no-sign-request s3://laion-fmri/

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    How to cite

    LAION-fMRI was accessed on DATE from https://registry.opendata.aws/laion-fmri .

    License

    CC0 1.0 for the fMRI data, derivatives, and metadata (https://creativecommons.org/publicdomain/zero/1.0/ ). Raw stimulus images require accepting a Data Use Agreement: https://laion-fmri.hebartlab.com/request 

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