Title :
Digital Artificial Neural Network Implementation on a FPGA for data classification
Author :
Morales Morales, Cornelio ; Flores, Uziel ; Adam Medina, Manuel ; Diaz Salazar, Martha ; Abiel Caballero, Jose ; Criado Cruz, Dilaila ; Pavoni Oliver, Sonnia
Author_Institution :
Univ. Politec. del Estado de Morelos, Jiutepec, Mexico
Abstract :
This paper presents the implementation of a Digital Artificial Neural Network (ANN) of type Multilayer Perceptron trained for data classification corresponding to the output characteristic of a transistor MOSFET. The ANN digital was build and training with an adequate number of neurons and samples for achieve an approximate of 90% correct data classification of the transistor MOSFET.
Keywords :
MOSFET; digital circuits; field programmable gate arrays; multilayer perceptrons; ANN; FPGA; MOSFET transistor; data classification; digital artificial neural network; multilayer perceptron; Field programmable gate arrays; Generators; MATLAB; MOSFET; Mathematical model; RNA; Artificial Neural Network; Data Classification; MOSFET; Multilayer Perceptron;
Journal_Title :
Latin America Transactions, IEEE (Revista IEEE America Latina)
DOI :
10.1109/TLA.2015.7387224
