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. ; Tripiccione, R.
Author_Institution :
Ist. Nazionale di Fisica Nucl., Pisa, Italy
Abstract :
We 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, recognized among 296 possible combinations, 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 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. On the other hand, the cost performance ratio is well more than one order of magnitude better than an FPGA-based design. This processor has a flexible and easily configurable structure that makes it suitable for applications in other experimental environments. We look forward to share this technology.
Keywords :
VLSI; content-addressable storage; nuclear electronics; pattern recognition; position sensitive particle detectors; silicon radiation detectors; AMchip03 processor; VLSI processor; content addressable memories; fast track finding; on-line track finding; pattern density; pattern recognition; silicon vertex trigger; Associative memory; CADCAM; Clocks; Computer aided manufacturing; Design methodology; Memory architecture; Pattern recognition; Physics; Silicon; Very large scale integration;
Conference_Titel :
Nuclear Science Symposium Conference Record, 2005 IEEE
Print_ISBN :
0-7803-9221-3
DOI :
10.1109/NSSMIC.2005.1596249