McCullochPittsLayer-class {deep}

The McCullochPittsLayer class, that implements a layer of McCullochPitts neurons.

Description

The McCullochPittsLayer class, that implements a layer of McCullochPitts neurons.

Arguments

input

The actual data to be fed to the layer, this input's dimentions vary with the chosen n.

ins

The list of vectors of inputs to the first layer in the network

outs

The list of vectors of outputs of the last layer in the network

epochs

How many rounds of training to run

tax

This is the learning rate, aka eta

maxErr

A contition to early stop the training process

Value

The computed value using the McCullochPittsLayer model.

Vector of computed values of the same size of the last layer

Fields

n

The number of neurons to create in the layer

dims

A vector of dimensions of the inputs to the layer

neurons

A list with the internal neurons