Adaptive Autoregressive Identification (AAR) with "whale" forgetting function is here proposed for Event Related Desynchronization/Synchronization (ERD/ERS) analysis. The new method, proceeding from a "pole-based" point of view, (i) is as good as the standard band-pass filtering approach for ERS estimation, (ii) automatically identifies the pole frequencies, and (iii) provides further information expressed by the pole frequency curves.
Adaptive autoregressive identification with "Whale" forgetting function for Event Related Desynchronization/Synchronization analysis / G., Foffani; A. M., Bianchi; Cincotti, Febo; Babiloni, Claudio; Carducci, Filippo; Babiloni, Fabio; P. M., Rossini; S., Cerutti. - (2002), pp. 209-210. (Intervento presentato al convegno IEEE 28th Annual Northeast Bioengineering Conference tenutosi a Philadelphia, PA nel Apr 20-21, 2002) [10.1109/nebc.2002.999539].
Adaptive autoregressive identification with "Whale" forgetting function for Event Related Desynchronization/Synchronization analysis
CINCOTTI, FEBO;BABILONI, CLAUDIO;CARDUCCI, Filippo;BABILONI, Fabio;
2002
Abstract
Adaptive Autoregressive Identification (AAR) with "whale" forgetting function is here proposed for Event Related Desynchronization/Synchronization (ERD/ERS) analysis. The new method, proceeding from a "pole-based" point of view, (i) is as good as the standard band-pass filtering approach for ERS estimation, (ii) automatically identifies the pole frequencies, and (iii) provides further information expressed by the pole frequency curves.I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.
