Loads CSV file into Java matrix @return Java matrix @throws IOException

Defines absolute file path according user folder and operation system @return absolute path @throws IOException

Defines absolute file path according user folder and operation system @return absolute path @throws IOException

derivative @param _input an array of the neuron inputs @return Returns the derivative of the neuron output.

derivative @param _input an array of the neuron inputs @return Returns the derivative of the neuron output.

Gets weight initialization @return weight init object

Normalizes data matrix @param data matrix to be normalized @return normalized matrix

setNextLayer This method links this layer to a next layer in the Neural Network @param layer Next Neural Layer @see InputLayer

setNextLayer This method links this layer to a next layer in the Neural Network @param layer Next Neural Layer @see InputLayer

updateWeight Method used for updating the weight during learning @param i ith java position of the weight @param value value to be updated on the weig

calc This method calculates the output of each layer and forwards all values to the next layer

This method calculates the output of each layer and forwards all values to the next layer

calc This method calculates the output of each layer and forwards all values to the next layer

calc This method calculates the output of each layer and forwards all values to the next layer

Denormalizes data matrix @param data matrix of raw real numbers @param data matrix of normalized real numbers @return

Gets the average value of an array of real numbers @param data matrix to be normalized @return

Gets data matrix @param path @param fileName @return Java Matrix

Gets data matrix @param path @param fileName @return Java Matrix

getFirstDerivative @return Returns the (cached) first derivative of the Neuron

getFirstDerivative @return Returns the (cached) first derivative of the Neuron

Gets indexes of an array @param double array @param double array with values to get indexes @return integer vector with indexes

Gets indexes of an array @param double array @param double array with values to get indexes @return integer vector with indexes

getInput @param i ith java position at the input @return Returns the ith java input

getInputs @return Return the neuron's inputs in a vector

@return Return the neuron's inputs in a vector

getInputs @return Return the neuron's inputs in a vector