BrainPy: A general platform for computational neuroscience and brain-inspired computation

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  • License: GNU General Public License v3 (GPLv3)
  • Author: Chaoming Wang
  • Tags computational neuroscience , brain-inspired computation , dynamical systems , differential equations , numerical integration , ordinary differential equations , stochastic differential equations , delay differential equations , fractional differential equations , ODE , SDE , DDE , FDE
  • Requires: Python >=3.6
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Project description

Brain modeling heavily relies on calculus. Focused on differential equations, BrainPy provides an integrative simulation and analysis framework for neurodynamics in computational neuroscience and brain-inspired computation. It provides three core functions:

  • General numerical solvers for ODEs and SDEs (future will support DDEs and FDEs).

  • Neurodynamics simulation tools for various brain objects, such like neurons, synapses and networks (future will support soma and dendrites).

  • Neurodynamics analysis tools for differential equations, including phase plane analysis and bifurcation analysis (future will support continuation analysis and sensitive analysis).

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Avatar for brainpy_team from gravatar.com brainpy_team Avatar for chaoming_wang from gravatar.com chaoming_wang

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Project links
Meta
  • License: GNU General Public License v3 (GPLv3)
  • Author: Chaoming Wang
  • Tags computational neuroscience , brain-inspired computation , dynamical systems , differential equations , numerical integration , ordinary differential equations , stochastic differential equations , delay differential equations , fractional differential equations , ODE , SDE , DDE , FDE
  • Requires: Python >=3.6
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2.1.20

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2.1.1

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2.0.2

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2.0.0rc3 pre-release

2.0.0rc2 pre-release

2.0.0rc1 pre-release yanked

Reason this release was yanked:

A bug when import brainpy.analysis

1.1.7

1.1.5

1.1.4

1.1.3

1.1.2

1.1.1

1.1.0

1.1.0rc6 pre-release

1.1.0rc5 pre-release

1.1.0rc4 pre-release

1.1.0rc2 pre-release

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This version

1.1.0a0 pre-release

1.0.3

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