Title :
Highly parallel and energy-efficient exhaustive minimum distance search engine using hybrid digital/analog circuit techniques
Author :
Kwon, Chang ; Lee, Kwyro
Author_Institution :
Dept. of Electr. Eng., Korea Adv. Inst. of Sci. & Technol., Seoul, South Korea
Abstract :
A minimum distance search engine (MDSE) is presented as a hardware accelerator for various exhaustive pattern-matching systems. This chip executes highly parallel computations of L/sub 1/-norms between an input query and stored multiple reference records, and searches for the minimum distance among them in a highly parallel fashion. Our architectural-level estimation shows that this MDSE can reduce energy dissipation by orders of magnitude as the number of records increases, compared with the conventional systems. We have designed a prototype 4-bit 8-word MDSE composed of merged memory logic (MML) and digital/analog-mixed winner-take-all circuit (DAM-WTAC) by using hybrid digital/analog circuit techniques. It was fabricated with a 0.6-/spl mu/m single-poly triple-metal CMOS technology. Experimental results show that our chip works properly at 3 V/10 MHz and has approximately four times larger throughput as well as four times higher energy efficiency, compared with the existing 8-bit microcontrollers.
Keywords :
CMOS integrated circuits; VLSI; combinational circuits; low-power electronics; mixed analogue-digital integrated circuits; parallel architectures; search engines; 0.6 micron; 10 MHz; 3 V; 4 bit; architectural-level estimation; digital/analog-mixed winner-take-all circuit; energy dissipation; energy efficiency; energy-efficient exhaustive minimum distance search engine; exhaustive pattern-matching systems; hardware accelerator; highly parallel computations; hybrid digital/analog circuit techniques; input query; merged memory logic; single-poly triple-metal CMOS technology; stored multiple reference records; throughput; CMOS logic circuits; CMOS technology; Concurrent computing; Energy dissipation; Energy efficiency; Hardware; Logic circuits; Logic design; Prototypes; Search engines;
Journal_Title :
Very Large Scale Integration (VLSI) Systems, IEEE Transactions on