Adaptive autoregressive identification with "whale" forgetting function for event related desynchronization/synchronization analysis

G. Foffani; A. M. Blanchi; F. Cincotti; C. Babiloni; F. Carducci; F. Babiloni; P. M. Rossini; S. Cerutti

Adaptive autoregressive identification with "whale" forgetting function for event related desynchronization/synchronization analysis

G. Foffani, A. M. Blanchi, F. Cincotti, C. Babiloni, F. Carducci, F. Babiloni, P. M. Rossini, S. Cerutti

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abstract

The adaptive autoregression identification (AAR) with 'Whale' forgetting function for event related desynchronization/synchronization (ERD/ERS) analysis was presented. The method developed was compared with the standard one for quantitatively characterizing the efficacy of the method. Results showed that the autoregressive identification method was as good as the standard band-pass filtering approach for ERS estimation, automatic identification of pole frequencies and provided information expressed by the pole frequency curves.

Original language	English
Title of host publication	Bioengineering, Proceedings of the Northeast Conference
Editors	K Moxon, D E Sherif, S Kanakasabai
Pages	209-210
Number of pages	2
Publication status	Published - 2002
Event	IEEE 28th Annual Northeast Bioengineering Conference - Philadelphia, PA, United States Duration: Apr 20 2002 → Apr 21 2002

Other

Other	IEEE 28th Annual Northeast Bioengineering Conference
Country	United States
City	Philadelphia, PA
Period	4/20/02 → 4/21/02

Keywords

Adaptive
Autoregressive
ERD/ERS
Whale Forgetting

ASJC Scopus subject areas

Chemical Engineering(all)

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Foffani, G., Blanchi, A. M., Cincotti, F., Babiloni, C., Carducci, F., Babiloni, F., Rossini, P. M., & Cerutti, S. (2002). Adaptive autoregressive identification with "whale" forgetting function for event related desynchronization/synchronization analysis. In K. Moxon, D. E. Sherif, & S. Kanakasabai (Eds.), Bioengineering, Proceedings of the Northeast Conference (pp. 209-210)

Adaptive autoregressive identification with "whale" forgetting function for event related desynchronization/synchronization analysis. / Foffani, G.; Blanchi, A. M.; Cincotti, F.; Babiloni, C.; Carducci, F.; Babiloni, F.; Rossini, P. M.; Cerutti, S.

Bioengineering, Proceedings of the Northeast Conference. ed. / K Moxon; D E Sherif; S Kanakasabai. 2002. p. 209-210.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Foffani, G, Blanchi, AM, Cincotti, F, Babiloni, C, Carducci, F, Babiloni, F, Rossini, PM & Cerutti, S 2002, Adaptive autoregressive identification with "whale" forgetting function for event related desynchronization/synchronization analysis. in K Moxon, DE Sherif & S Kanakasabai (eds), Bioengineering, Proceedings of the Northeast Conference. pp. 209-210, IEEE 28th Annual Northeast Bioengineering Conference, Philadelphia, PA, United States, 4/20/02.

Foffani, G. ; Blanchi, A. M. ; Cincotti, F. ; Babiloni, C. ; Carducci, F. ; Babiloni, F. ; Rossini, P. M. ; Cerutti, S. / Adaptive autoregressive identification with "whale" forgetting function for event related desynchronization/synchronization analysis. Bioengineering, Proceedings of the Northeast Conference. editor / K Moxon ; D E Sherif ; S Kanakasabai. 2002. pp. 209-210

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