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パッケージ: python3-brian (2.5.0.3-1)

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python3-brian

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simulator for spiking neural networks

Brian is a clock-driven simulator for spiking neural networks. It is designed with an emphasis on flexibility and extensibility, for rapid development and refinement of neural models. Neuron models are specified by sets of user-specified differential equations, threshold conditions and reset conditions (given as strings). The focus is primarily on networks of single compartment neuron models (e.g. leaky integrate-and-fire or Hodgkin-Huxley type neurons). Features include:

 - a system for specifying quantities with physical dimensions
 - exact numerical integration for linear differential equations
 - Euler, Runge-Kutta and exponential Euler integration for nonlinear
   differential equations
 - synaptic connections with delays
 - short-term and long-term plasticity (spike-timing dependent plasticity)
 - a library of standard model components, including integrate-and-fire
   equations, synapses and ionic currents
 - a toolbox for automatically fitting spiking neuron models to
   electrophysiological recordings

その他の python3-brian 関連パッケージ

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  • dep: cython3
    C-Extensions for Python 3
  • dep: python3
    interactive high-level object-oriented language (default python3 version)
  • dep: python3-brian-lib (>= 2.5.0.3-1)
    simulator for spiking neural networks -- extensions
  • dep: python3-jinja2
    small but fast and easy to use stand-alone template engine
  • dep: python3-matplotlib
    Python based plotting system in a style similar to Matlab (Python 3)
  • dep: python3-numpy
    Fast array facility to the Python 3 language
  • dep: python3-pkg-resources
    Package Discovery and Resource Access using pkg_resources
  • dep: python3-pyparsing
    alternative to creating and executing simple grammars - Python 3.x
  • dep: python3-scipy
    scientific tools for Python 3
  • dep: python3-setuptools
    Python3 Distutils Enhancements
  • dep: python3-sympy
    Computer Algebra System (CAS) in Python (Python 3)
  • sug: g++
    GNU C++ compiler
  • sug: python-brian-doc
    simulator for spiking neural networks - documentation
  • sug: python3-cherrypy
    パッケージは利用できません
  • sug: python3-dev
    header files and a static library for Python (default)
  • sug: python3-pytest
    Simple, powerful testing in Python3
  • sug: python3-sphinx
    documentation generator for Python projects

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