PerceptronLayer-class: The PerceptronLayer class, that implements a layer of...

In deep: A Neural Networks Framework

Description

The PerceptronLayer class, that implements a layer of Perceptron 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 Perceptron 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

deep documentation built on Dec. 26, 2019, 5:06 p.m.