CINTIA - A NEURO-FUZZY REAL-TIME CONTROLLER FOR LOW-POWER EMBEDDED SYSTEMS

Authors
CHIABERGE M REYNERI LM
Citation
M. Chiaberge et Lm. Reyneri, CINTIA - A NEURO-FUZZY REAL-TIME CONTROLLER FOR LOW-POWER EMBEDDED SYSTEMS, IEEE MICRO, 15(3), 1995, pp. 40-47
Citations number
13
Categorie Soggetti
Computer Sciences","Computer Science Hardware & Architecture","Computer Science Software Graphycs Programming
Journal title
IEEE MICRO → ACNP
ISSN journal
02721732
Volume
15
Issue
3
Year of publication
1995
Pages
40 - 47
Database
ISI
SICI code
0272-1732(1995)15:3<40:C-ANRC>2.0.ZU;2-Y
Abstract
Cintia, a neuro-fuzzy real-time controller based on pulse stream compu tation techniques, is designed for applications in low-power embedded systems. The system mixes two approaches: neuro-fuzzy controllers and finite-state automata. We implement the former by means of a custom ne ural chip, the latter as sequential code on a traditional microcontrol ler. Cintia demonstrates the advantages of mixing the two approaches a nd the feasibility of embedded neuro-fuzzy control systems. A low-powe r, single-chip version is also under design.