Class neuron

The Neuron class does most of the work

Author: Louis Stowasser
Located at nm-admin/lib/proxy/nmesh.class.php

Methods summary

`public`	# `cleanup( )` Cleanup unnecessary variables to save memory and serialization time Cleanup unnecessary variables to save memory and serialization time
`public`	# `adjust_weights_clean( $learningrate, $delta )` Adjusts the weights of the synapses as well as the bias and momentum and cleans up uneeded varibles when finished. Adjusts the weights of the synapses as well as the bias and momentum and cleans up uneeded varibles when finished. Parameters `$learningrate` learning rate `$delta`
`public`	# `adjust_weights( $learningrate, $delta )` Adjusts the weights of the synapses as well as the bias and momentum but keeps the variables and sets the synapses delta Adjusts the weights of the synapses as well as the bias and momentum but keeps the variables and sets the synapses delta Parameters `$learningrate` learning rate `$delta`
`public`	# `randomize_weights( $weightrange )` Set the synapse weights to a random number within a range Set the synapse weights to a random number within a range Parameters `$weightrange` of the random weight
`public Sigmoid`	# `sigmoid( $value )` Mathematical sigmoid function, mainly because PHP doesn't have it natively. Mathematical sigmoid function, mainly because PHP doesn't have it natively. Parameters `$value` to return the sigmoid of Returns Sigmoid of given number
`public`	# `add_synapse( $weightrange = 1 )` Add a synapse to the synapse array Add a synapse to the synapse array Parameters `$weightrange` for random weights
`public`	# `remove_synapse( )` Remove a synapse from the synapse array Remove a synapse from the synapse array
`public`	# `neuron( $inputs, $bias, $weightrange )` Neuron constructor Neuron constructor Parameters `$inputs` of inputs `$bias` `$weightrange`

Properties summary

`public`	`$value` neurons value neurons value	#
`public`	`$bias` bias value bias value	#
`public`	`$momentum` momentum value momentum value	#
`public array`	`$synapse` array of synapse objects array of synapse objects	# `array()`