Пакунок: python3-brian (2.7.1+ds-2)

[ Source: brian  ]

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

Інші пакунки пов'язані з python3-brian

• dep: python3

  interactive high-level object-oriented language (default python3 version)

• dep: python3-brian-lib (>= 2.7.1+ds-2)

  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

• dep: python3-numpy

  Fast array facility to the Python language (Python 3)

• dep: python3-packaging

  основні утиліти для пакунків python3

• dep: python3-pyparsing

  alternative to creating and executing simple grammars - Python 3.x

• dep: python3-scipy

  scientific tools for Python 3

• dep: python3-setuptools

  Додаткові функції Python3 Distutils

• dep: python3-sympy

  Computer Algebra System (CAS) in Python (Python 3)

• rec: cython3

  C-Extensions for Python 3

• sug: g++

  Компілятор GNU C++

• sug: libgsl-dev

  GNU Scientific Library (GSL) -- development package

• sug: make

  Утиліта управління компіляцією

• sug: python-brian-doc

  simulator for spiking neural networks - documentation

• sug: python3-cherrypy

  Пакунок недоступний

• 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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