Title :
A simple 6-bit neural-based A/D converter employing only CMOS inverters
Author :
Pham, Cong-Kha ; Tanaka, Marnoru ; Shono, Katsufusa
Author_Institution :
Tokyo Univ. of Inf. Sci., Japan
Abstract :
A simple neural-based A/D converter employing only CMOS inverters is considered. Its structure based on a neural network with feed-forward and nonsymmetrical connections. A formal neuron model can easily be implemented by the use of CMOS inverters. Weights for synapses are given as fixed numerical values of channel conductances of pull-up PMOS and pull-down NMOS transistors of CMOS inverters. A 6-bit A/D converter is realized with 2 μm CMOS process employing MOSIS service, and measured for confirming a behavior of the proposed structure
Keywords :
CMOS integrated circuits; analogue-digital conversion; feedforward neural nets; logic gates; neural chips; 2 micron; 6 bit; A/D converter; CMOS inverters; MOSIS; channel conductance; feedforward neural network; neuron model; nonsymmetrical connections; pull-down NMOS transistors; pull-up PMOS transistors; synapse weights; CMOS process; CMOS technology; Feedforward systems; Hardware; Inverters; MOSFETs; Neural networks; Neurons; Resistors; Semiconductor device modeling;
Conference_Titel :
Circuits and Systems, 1996. ISCAS '96., Connecting the World., 1996 IEEE International Symposium on
Conference_Location :
Atlanta, GA
Print_ISBN :
0-7803-3073-0
DOI :
10.1109/ISCAS.1996.539903