Paketti: python3-brian (2.5.1-3)

[ 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

Muut pakettiin python3-brian liittyvät paketit

• dep: cython3

  C-Extensions for Python 3

• dep: python3

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

• dep: python3-brian-lib (>= 2.5.1-3)

  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++ -kääntäjä

• sug: python-brian-doc

  simulator for spiking neural networks - documentation

• sug: python3-cherrypy

  Paketti ei saatavilla

• 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

Imuroi python3-brian

Imurointi kaikille saataville arkkitehtuureille

Arkkitehtuuri	Paketin koko	Koko asennettuna	Tiedostot
all	461.9 kt	3,042.0 kt	[tiedostoluettelo]