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

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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