DocumentCode :
1169008
Title :
A VLSI Processor for Fast Track Finding Based on Content Addressable Memories
Author :
Annovi, A. ; Bardi, A. ; Bitossi, M. ; Chiozzi, S. ; Damiani, C. ; Dell´Orso, M. ; Giannetti, P. ; Giovacchini, P. ; Marchiori, G. ; Pedron, I. ; Piendibene, M. ; Sartori, L. ; Schifano, F. ; Spinella, F. ; Torre, S. ; Tripiccione, R.
Author_Institution :
Ist. Nazionale di Fisica Nucl., Frascati
Volume :
53
Issue :
4
fYear :
2006
Firstpage :
2428
Lastpage :
2433
Abstract :
The authors describe a VLSI processor for pattern recognition based on content addressable memory (CAM) architecture, optimized for on-line track finding in high-energy physics experiments. A large CAM bank stores all trajectories of interest and extracts the ones compatible with a given event. This task is naturally parallelized by a CAM architecture able to output identified trajectories, searching for matches on 96-bit wide patterns, in just a few 40-MHz clock cycles. We have developed this device (called the AMchip03 processor) for the silicon vertex trigger (SVT) upgrade at the Collider Detector experiment at Fermilab (CDF) using a standard-cell VLSI design methodology. This approach provides excellent pattern density, while sparing many of the complexities and risks associated to a full-custom design. The cost/performance ratio is better by well more than one order of magnitude than an FPGA-based design. This processor has a flexible and easily configurable structure that makes it suitable for applications in other experimental environments. They look forward to sharing this technology
Keywords :
VLSI; content-addressable storage; high energy physics instrumentation computing; memory architecture; nuclear electronics; parallel processing; particle tracks; pattern recognition; position sensitive particle detectors; silicon radiation detectors; AMchip03 processor; CAM architecture; FPGA-based design; Fermilab; SVT; VLSI processor; clock cycles; collider detector experiment; content addressable memory; fast on-line track finding; high-energy physics experiment; parallel processing; particle tracking; pattern density; pattern matching; pattern recognition; silicon vertex trigger; standard-cell VLSI design methodology; very large scale integration; Associative memory; CADCAM; Clocks; Computer aided manufacturing; Memory architecture; Pattern matching; Pattern recognition; Physics; Silicon; Very large scale integration; Parallel processing; particle tracking; pattern matching; triggering; very large scale integration (VLSI);
fLanguage :
English
Journal_Title :
Nuclear Science, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9499
Type :
jour
DOI :
10.1109/TNS.2006.876052
Filename :
1684122
Link To Document :
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