DocumentCode
1646883
Title
Performance and caching issues in an integration of neural net and conventional PC
Author
Gosasang, Veerachai ; Tanprasert, Thitipong
Author_Institution
Fac. of Sci. & Technol., Assumption Univ., Bangkok, Thailand
Volume
1
fYear
2002
fDate
6/24/1905 12:00:00 AM
Firstpage
565
Lastpage
570
Abstract
This paper presents an analysis on the integration of Neural Network hardware to PC and a solution to the cache coherence problem. An analysis is achieved by determining clock cycles in CPU operation compared to mixed CPU-ANN mode. Cache coherence problem is resolved by hardware-based protocol executed on an additional cache consistency controller
Keywords
cache storage; neural net architecture; parallel architectures; performance evaluation; CPU-ANN; cache coherence; neural architecture; neural network computation; neural network hardware; performance; Artificial neural networks; Central Processing Unit; Clocks; Coherence; Computational modeling; Computer networks; Neural network hardware; Neural networks; Performance analysis; Random access memory;
fLanguage
English
Publisher
ieee
Conference_Titel
Neural Networks, 2002. IJCNN '02. Proceedings of the 2002 International Joint Conference on
Conference_Location
Honolulu, HI
ISSN
1098-7576
Print_ISBN
0-7803-7278-6
Type
conf
DOI
10.1109/IJCNN.2002.1005534
Filename
1005534
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