SYSTEM AND METHOD ARRANGED TO CUSTOMIZE ARTIFICIAL NEURAL NETWORK

Disclosed is a system arranged to customize an Artificial Neural Network (ANN) comprising an ANN architecture, comprising an input layer comprising at least one node, at least one hidden layer comprising at least one node, and an output layer comprising at least one node, wherein the input layer and...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Hauptverfasser: WU, Ming-Tsung, SEAK, Chi U, CHEONG, Chon In
Format: Patent
Sprache:eng
Schlagworte:
Online-Zugang:Volltext bestellen
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
Beschreibung
Zusammenfassung:Disclosed is a system arranged to customize an Artificial Neural Network (ANN) comprising an ANN architecture, comprising an input layer comprising at least one node, at least one hidden layer comprising at least one node, and an output layer comprising at least one node, wherein the input layer and the at least one hidden layer are connected by edges, and the at least one hidden layer and the output layer are connected by edges, wherein each node comprises an activation function; a graphical user interface arranged to receive user input, the user input comprising indication on how to customize the number of hidden layers; indication on how to customize the number of nodes for each of the hidden layers; indication on how to customize the at least one activation function for one or more of the nodes; and a processor configured to provide the ANN based on the received indications of customisation; and simulate the ANN with a dataset, wherein the output of the simulation defines a measure of a benchmark of ANN.