TY - GEN
T1 - Performance optimization for pattern recognition using associative neural memory
AU - Wu, Qing
AU - Mukre, Prakash
AU - Linderman, Richard
AU - Renz, Tom
AU - Burns, Daniel
AU - Moore, Michael
AU - Qiu, Qinru
PY - 2008
Y1 - 2008
N2 - In this paper, we present our work in the implementation and performance optimization of the recall operation of the Brain-State-in-a-Box (BSB) model on the Cell Broadband Engine processor. We have applied optimization techniques on different parts of the algorithm to improve the overall computing and communication performance of the BSB recall algorithm. Runtime measurements show that, we have been able to achieve about 70% of the theoretical peak performance of the processor.
AB - In this paper, we present our work in the implementation and performance optimization of the recall operation of the Brain-State-in-a-Box (BSB) model on the Cell Broadband Engine processor. We have applied optimization techniques on different parts of the algorithm to improve the overall computing and communication performance of the BSB recall algorithm. Runtime measurements show that, we have been able to achieve about 70% of the theoretical peak performance of the processor.
UR - http://www.scopus.com/inward/record.url?scp=54049155717&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=54049155717&partnerID=8YFLogxK
U2 - 10.1109/ICME.2008.4607356
DO - 10.1109/ICME.2008.4607356
M3 - Conference contribution
AN - SCOPUS:54049155717
SN - 9781424425716
T3 - 2008 IEEE International Conference on Multimedia and Expo, ICME 2008 - Proceedings
SP - 1
EP - 4
BT - 2008 IEEE International Conference on Multimedia and Expo, ICME 2008 - Proceedings
T2 - 2008 IEEE International Conference on Multimedia and Expo, ICME 2008
Y2 - 23 June 2008 through 26 June 2008
ER -