DocumentCode
1564104
Title
A hardware design for a new learning system based on fuzzy concepts
Author
Murakami, Masayuki ; Honda, Nakaji ; Nishino, Junji
Author_Institution
Dept. of Syst. Eng., Electro-Commun. Univ., Tokyo, South Korea
Volume
2
fYear
2003
Firstpage
1002
Abstract
This paper presents a hardware system that implements the active learning method (ALM), a methodology of soft computing. ALM has processing engines called IDS, which are tasked with extracting useful information from a system subject to modeling. In realizing ALM in hardware, it will be desirable in terms of processing nature, performance, and scalability to utilize dedicated hardware for IDS. This paper primarily describes the actual hardware design of an IDS module, and shows the findings of tests of an ALM hardware system that implemented this module.
Keywords
fuzzy logic; fuzzy systems; learning systems; active learning method; dedicated hardware; fuzzy concepts; hardware design; hardware system; ink drop spread module; processing engines; scalability; soft computing methodology; Computational modeling; Computer architecture; Fuzzy control; Fuzzy systems; Hardware; Humans; Information processing; Intrusion detection; Learning systems; System testing;
fLanguage
English
Publisher
ieee
Conference_Titel
Fuzzy Systems, 2003. FUZZ '03. The 12th IEEE International Conference on
Print_ISBN
0-7803-7810-5
Type
conf
DOI
10.1109/FUZZ.2003.1206568
Filename
1206568
Link To Document