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Titolo:
Oscillatory model of novelty detection
Autore:
Borisyuk, R; Denham, M; Hoppensteadt, F; Kazanovich, A; Vinogradova, O;
Indirizzi:
Univ Plymouth, Sch Comp, Ctr Neural & Adapt Syst, Plymouth PL4 8AA, Devon,England Univ Plymouth Plymouth Devon England PL4 8AA mouth PL4 8AA, Devon,England Russian Acad Sci, Inst Math Problems Biol, Pushchino 142290, Russia Russian Acad Sci Pushchino Russia 142290 Biol, Pushchino 142290, Russia Arizona State Univ, Ctr Syst Sci, Tempe, AZ 85287 USA Arizona State Univ Tempe AZ USA 85287 , Ctr Syst Sci, Tempe, AZ 85287 USA Russian Acad Sci, Inst Theoret & Expt Biophys, Pushchino 142290, Russia Russian Acad Sci Pushchino Russia 142290 ophys, Pushchino 142290, Russia
Titolo Testata:
NETWORK-COMPUTATION IN NEURAL SYSTEMS
fascicolo: 1, volume: 12, anno: 2001,
pagine: 1 - 20
SICI:
0954-898X(200102)12:1<1:OMOND>2.0.ZU;2-B
Fonte:
ISI
Lingua:
ENG
Soggetto:
NEURAL-NETWORK; HIPPOCAMPAL INTERACTIONS; CENTRAL ELEMENT; VISUAL-CORTEX; THETA-RHYTHM; PHASE; SYNCHRONIZATION; PATTERNS; INFORMATION; FREQUENCIES;
Tipo documento:
Article
Natura:
Periodico
Settore Disciplinare:
Engineering, Computing & Technology
Citazioni:
34
Recensione:
Indirizzi per estratti:
Indirizzo: Borisyuk, R Univ Plymouth, Sch Comp, Ctr Neural & Adapt Syst, Plymouth PL48AA, Devon,England Univ Plymouth Plymouth Devon England PL4 8AA A, Devon,England
Citazione:
R. Borisyuk et al., "Oscillatory model of novelty detection", NETWORK-COM, 12(1), 2001, pp. 1-20

Abstract

A model of novelty detection is developed which is based on an oscillatorymechanism of memory formation and information processing. The frequency encoding of the input information and adaptation of natural frequencies of network oscillators to the frequency of the input signal are used as the mechanism of information storage. The resonance amplification of network activity is used as a recognition principle for familiar stimuli. Application of the model to novelty detection in the hippocampus is discussed.

ASDD Area Sistemi Dipartimentali e Documentali, Università di Bologna, Catalogo delle riviste ed altri periodici
Documento generato il 06/06/20 alle ore 08:07:07