Binary¶

Here you find tools for binary neurons.

nnmt.binary Collection of functions for binarys neurons.

Theory¶

For a description of how binary neurons and the respective network dynamics is defined see Helias et al. [2014].

Here you find how variables of binary neurons are named in NNMT:

Quantity	Symbol	Variable name
Synaptic weight matrix	$\boldsymbol{J}$	`J`
External synaptic weight matrix	$\boldsymbol{J}_\mathrm{ext}$	`J_ext`
Indegree matrix	$\boldsymbol{K}$	`K`
External indegree matrix	$\boldsymbol{K}_\mathrm{ext}$	`K_ext`
Number of neurons	$\boldsymbol{N}$	`N`
Population rates	$\boldsymbol{m}$	`m`
External population rates	$\boldsymbol{m}_\mathrm{ext}$	`m_ext`
Mean of synaptic input	$\boldsymbol{\mu}$	`mu`
Standard deviation of synaptic input	$\boldsymbol{\sigma}$	`sigma`
Firing thresholds	$\Theta$	`theta`