Пакет: python3-brian (2.7.1+ds-2)

[ Източник: 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

Други пакети, свързани с 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

  core utilities for python3 packages

• 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)

• rec: cython3

  C-Extensions for Python 3

• sug: g++

  GNU C++ compiler

• sug: libgsl-dev

  GNU Scientific Library (GSL) -- development package

• sug: make

  utility for directing compilation

• sug: python-brian-doc

  simulator for spiking neural networks - documentation

• sug: python3-cherrypy

  Пакетът не е наличен

• 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

Изтегляне на python3-brian

Изтегляне за всички налични архитектури

Архитектура	Големина на пакета	Големина след инсталиране	Файлове
all	588,4 кБ	4 365,0 кБ	[списък на файловете]