Title :
Fully Parallel Associative Memory Architecture with Mixed Digital-Analog Match Circuit for Nearest Euclidean Distance Search
Author :
Abedin, Md Anwarul ; Tanaka, Yuki ; Ahmadi, Ali ; Koide, Tetsushi ; Mattausch, Hans Juergen
Author_Institution :
Res. Center for Nanodevices & Syst., Hiroshima Univ., Higashi-Hiroshima
Abstract :
In this paper, associative memory architecture for a fully parallel nearest Euclidean distance search is proposed. It uses digital circuitry up to subtraction and absolute value calculation in the vector-component comparator part. Analog processing is then applied up to completion of the winner-take-all function. From HSPICE simulation in 0.35 mum CMOS technology the authors confirmed that the winner is detected in less than 135 nsec and the average power dissipation is less than 220 mW among 64 reference patterns each representing a 16-dimensional vector with 5 bit components. A test chip is also designed in 0.35 mum CMOS technology and the chip size is 5.12 mm with 2-poly and 3-metal layers for nearest Euclidean distance search
Keywords :
CMOS integrated circuits; SPICE; content-addressable storage; mixed analogue-digital integrated circuits; pattern matching; 0.35 micron; 5 bit; 5.12 mm; CMOS technology; HSPICE simulation; analog processing; fully parallel associative memory architecture; mixed digital-analog circuit; nearest Euclidean distance search; pattern matching; vector-component comparator; winner-take-all function; Associative memory; CMOS technology; Circuits; Digital-analog conversion; Euclidean distance; Hamming distance; Hardware; Memory architecture; Pattern matching; Pattern recognition; Associative memory; Euclidean distance; fully-parallel search; mixed digital/analog circuit; pattern matching;
Conference_Titel :
Circuits and Systems, 2006. APCCAS 2006. IEEE Asia Pacific Conference on
Conference_Location :
Singapore
Print_ISBN :
1-4244-0387-1
DOI :
10.1109/APCCAS.2006.342424