Title :
Low voltage low power neuron circuit design based on subthreshold FGMOS transistors and XOR implementation
Author :
Fatih Keleş;Tülay Yildirim
Author_Institution :
Department of Computer Engineering, Yildiz Technical University, Istanbul, Turkey
Abstract :
In this work, design of low-voltage low-power analog artificial neural network (ANN) circuit blocks by using subthreshold floating-gate MOS (FGMOS) transistors and a neuron circuit is implemented. The circuit blocks, four-quadrant analog current multiplier and FGMOS based differential pair, have been designed and simulated in CADENCE environment with TSMC 0.35µm process parameters. Using the proposed neuron circuits a neural network was realized. XOR problem was applied to test accuracy of the network and the results were concluded.
Keywords :
"Neurons","Artificial neural networks","Transistors","Low voltage","Integrated circuit modeling","Logic gates","Numerical models"
Conference_Titel :
Symbolic and Numerical Methods, Modeling and Applications to Circuit Design (SM2ACD), 2010 XIth International Workshop on
Print_ISBN :
978-1-4244-6816-4
DOI :
10.1109/SM2ACD.2010.5672347