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 proceedingConference 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 languageEnglish
Title of host publicationBioengineering, Proceedings of the Northeast Conference
EditorsK Moxon, D E Sherif, S Kanakasabai
Pages209-210
Number of pages2
Publication statusPublished - 2002
EventIEEE 28th Annual Northeast Bioengineering Conference - Philadelphia, PA, United States
Duration: Apr 20 2002Apr 21 2002

Other

OtherIEEE 28th Annual Northeast Bioengineering Conference
CountryUnited States
CityPhiladelphia, PA
Period4/20/024/21/02

Fingerprint

Poles
Synchronization
Identification (control systems)

Keywords

  • Adaptive
  • Autoregressive
  • ERD/ERS
  • Whale Forgetting

ASJC Scopus subject areas

  • Chemical Engineering(all)

Cite this

Foffani, G., Blanchi, A. M., Cincotti, F., Babiloni, C., Carducci, F., Babiloni, F., ... 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 proceedingConference 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 AM, Cincotti F, Babiloni C, Carducci F, Babiloni F et al. Adaptive autoregressive identification with "whale" forgetting function for event related desynchronization/synchronization analysis. In Moxon K, Sherif DE, Kanakasabai S, editors, Bioengineering, Proceedings of the Northeast Conference. 2002. p. 209-210
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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