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Digital Brain Lab

README.md

Brain Dynamics Programming Ecosystem

We are building an ecosystem for bain dynamics programming (BDP), evolving from our previously experimental BrainPy package.

The BDP ecosystem is a collection of tools, libraries, and frameworks that can be used to build brain dynamics models and applications.

The BDP ecosystem is designed to be modular, so you can use as much or as little of it as you need.

The details for this ecosystem please see: https://ecosystem-for-brain-dynamics.readthedocs.io/

We welcome contributions from the community, so if you have an idea for a new tool or library, please let us know! Please email us at: [email protected].

Popular repositories Loading

  1. brainstate brainstate Public

    A State-based Transformation System for Program Compilation and Augmentation.

    Python 11

  2. brainunit brainunit Public

    Physical units and unit-aware mathematical system in JAX for brain dynamics and AI4Science.

    Python 10 1

  3. dendritex dendritex Public

    Dendritic Modeling in JAX

    Python 5 1

  4. pinnx pinnx Public

    Physics-Informed Neural Networks for Scientific Machine Learning in JAX

    Python 3

  5. differentiable-brain-modeling-workflow differentiable-brain-modeling-workflow Public

    A differentiable approach to multi-scale brain modeling.

    Python 2 2

  6. braintools braintools Public

    The Common Toolbox for Brain Dynamics Programming.

    Python

Repositories

Showing 10 of 12 repositories
  • braintaichi Public

    Leveraging Taichi Lang to customize brain dynamics operators.

    chaobrain/braintaichi’s past year of commit activity
    Python 0 Apache-2.0 0 2 6 Updated Jan 20, 2025
  • brainunit Public

    Physical units and unit-aware mathematical system in JAX for brain dynamics and AI4Science.

    chaobrain/brainunit’s past year of commit activity
    Python 10 Apache-2.0 1 1 1 Updated Jan 20, 2025
  • deepxde Public Forked from lululxvi/deepxde

    A library for scientific machine learning and physics-informed learning

    chaobrain/deepxde’s past year of commit activity
    Python 0 LGPL-2.1 777 0 0 Updated Jan 20, 2025
  • brainstate Public

    A State-based Transformation System for Program Compilation and Augmentation.

    chaobrain/brainstate’s past year of commit activity
    Python 11 Apache-2.0 0 0 0 Updated Jan 20, 2025
  • dendritex Public

    Dendritic Modeling in JAX

    chaobrain/dendritex’s past year of commit activity
    Python 5 Apache-2.0 1 0 1 Updated Jan 20, 2025
  • pinnx Public

    Physics-Informed Neural Networks for Scientific Machine Learning in JAX

    chaobrain/pinnx’s past year of commit activity
    Python 3 LGPL-2.1 0 1 0 Updated Jan 15, 2025
  • brainunit-experiments Public
    chaobrain/brainunit-experiments’s past year of commit activity
    Jupyter Notebook 0 0 0 0 Updated Jan 7, 2025
  • differentiable-brain-modeling-workflow Public

    A differentiable approach to multi-scale brain modeling.

    chaobrain/differentiable-brain-modeling-workflow’s past year of commit activity
    Python 2 2 0 0 Updated Dec 17, 2024
  • braintools Public

    The Common Toolbox for Brain Dynamics Programming.

    chaobrain/braintools’s past year of commit activity
    Python 0 Apache-2.0 0 0 0 Updated Dec 15, 2024
  • linear-recurrent-unit-brainstate Public

    Implementation of Linear Recurrent Unit on BrainState

    chaobrain/linear-recurrent-unit-brainstate’s past year of commit activity
    Python 0 MIT 0 0 0 Updated Nov 30, 2024
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