DocumentCode :
3639543
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
fYear :
2010
Firstpage :
1
Lastpage :
5
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"
Publisher :
ieee
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
Type :
conf
DOI :
10.1109/SM2ACD.2010.5672347
Filename :
5672347
Link To Document :
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