DocumentCode :
2949668
Title :
Analog VLSI CMOS implementation of beta neuron in a low power low voltage environment
Author :
Masmoudi, Dorra Sellami ; Masmoudi, Mohamed ; Alimi, Adel
Author_Institution :
Sfax Nat. Eng. Sch., Sfax
fYear :
2005
fDate :
11-14 Dec. 2005
Firstpage :
1
Lastpage :
4
Abstract :
A new CMOS analog programmable beta function for beta basis function neural networks is proposed. Based on current mode operations and using devices operating in the subthreshold region, low power low voltage operations are carried out. The supply voltage is 1.3 V and the quiescent power consumption is 4 muW. The proposed circuit makes use of the weak inversion MOS model. It carried out a compact implementation of a current mode logarithmic converter, a one quadrant programmable multiplier and a current exponentiator. The beta exponents of the design are tuneable by means of control sources. Design modularity concerns also the maximum beta function value. Pspice simulations were done for a 0.35 mum CMOS process of AMS. Correct operations of the different blocks were observed. The relative error between theory and simulations of the beta function is less than 2%.
Keywords :
CMOS analogue integrated circuits; VLSI; circuit analysis computing; current-mode circuits; low-power electronics; radial basis function networks; CMOS analog programmable beta function; analog VLSI CMOS implementation; beta basis function neural network; current exponentiator; current mode logarithmic converter; current mode operation; inversion MOS model; low power low voltage environment; power 4 muW; quadrant programmable multiplier; quiescent power consumption; size 0.35 mum; voltage 1.3 V; Design engineering; Energy consumption; Fuzzy logic; Intelligent networks; Low voltage; Neural networks; Neurons; Power engineering and energy; Tunable circuits and devices; Very large scale integration;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Electronics, Circuits and Systems, 2005. ICECS 2005. 12th IEEE International Conference on
Conference_Location :
Gammarth
Print_ISBN :
978-9972-61-100-1
Electronic_ISBN :
978-9972-61-100-1
Type :
conf
DOI :
10.1109/ICECS.2005.4633400
Filename :
4633400
Link To Document :
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