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JOURNALS // Nechetkie Sistemy i Myagkie Vychisleniya // Archive

Nechetkie Sistemy i Myagkie Vychisleniya, 2018 Volume 13, Issue 2, Pages 147–165 (Mi fssc47)

This article is cited in 2 papers

Application of fuzzy statements for interpretation of the emotional influence on human cognitive activity

K. V. Sidorov, N. N. Filatova, P. D. Shemaev, N. I. Bodrina

Tver State Technical University, Tver

Abstract: The article provides the model of cognitive activity, allowing to monitor changes in human cognitive performance considering influence of emotional stimulation, basing on fuzzy assessments of characteristics of patterns of biomedical signals (electroencephalography, electromyography). We formed a new system of attributes characterizing power spectrum of biomedical signals. This instrument based on fuzzy sets allows to correlatively interpret cognitive activity by electroencephalography and electromyography patterns and also create verbal conclusion about its speed and progress direction.

Keywords: fuzzy set, cognitive activity, emotion, bioengineering system, biomedical signal, EMG, EEG.

UDC: 004.853; 004.855.5

Received: 06.11.2018
Revised: 20.12.2018

DOI: 10.26456/fssc47



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