ELECTRICA

REALIZATION AND EXTENSIONS OF USER PROGRAMMABLE, SINGLE-LEVEL, DOUBLE-THRESHOLD GENERALIZED PERCEPTRON

1.

ETA ASIC Design Center and Ýstanbul Technical University Department of Electronics and Communication Engineering Maslak 80626, Istanbul , Turkey

2.

Dept. of Computer Engr., Dogus University

ELECTRICA 2001; 1: 123-129
Read: 804 Downloads: 600 Published: 29 December 2019

The implementation of a perceptron that can classify data separable by two parallel hyper-planes or equivalently of a Single-Level TL-XOR gate is proposed using 10 MOS transistors and 2 capacitors. The functional sub- block decomposition of the Perceptron with two separating hyper-planes, its CMOS implementation explaining the operation of each sub-block and simulation results, obtained using the SpectreS simulator and AMS 0.8μm CMOS double-poly double-metal technology parameters are presented. A brief outline of the two level CTL realization and its comparison with the new implementation are given as far as their transistor count, programmability and total delay are concerned.

 

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EISSN 2619-9831