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Neural Encoding Simulation Toolkit (NEST)

brain models computer vision deep learning life sciences machine learning neuroimaging neuroscience

Description

Neural Encoding Simulation Toolkit (NEST) is a resource consisting of multiple pre-trained encoding models of the brain and an accompanying Python package to generate accurate in silico neural responses to arbitrary stimuli with just a few lines of code.

Update Frequency

Updates will be released on a per-model or dataset basis as new models are trained and tested.

License

CC BY-NC 4.0. For Terms & Conditions, see https://neural-encoding-simulation-toolkit.readthedocs.io/en/latest/about/terms_and_conditions.html

Documentation

https://neural-encoding-simulation-toolkit.readthedocs.io/en/latest/index.html

Managed By

Neural Dynamics of Visual Cognition, CVAI

See all datasets managed by Neural Dynamics of Visual Cognition](https://www.ewi-psy.fu-berlin.de/en/psychologie/arbeitsbereiche/neural_dyn_of_vis_cog/index.html), [CVAI.

Contact

brain.nest.contact@gmail.com

How to Cite

Neural Encoding Simulation Toolkit (NEST) was accessed on DATE from https://registry.opendata.aws/neural_encoding_simulation_toolkit. Please cite the Neural Encoding Simulation Toolkit using the format provided here https://neural-encoding-simulation-toolkit.readthedocs.io/en/latest/about/citation.html

Usage Examples

Tutorials
Tools & Applications
Publications

Resources on AWS

  • Description
    Pre-trained neural encoding models
    Resource type
    S3 Bucket
    Amazon Resource Name (ARN)
    arn:aws:s3:::neural-encoding-simulation-toolkit
    AWS Region
    us-west-2
    AWS CLI Access (No AWS account required)
    aws s3 ls --no-sign-request s3://neural-encoding-simulation-toolkit/

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