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

G. Foffani; A. M. Bianchi; F. Cinocotti; C. Babiloni; F. Carducci; F. Babiloni; P. M. Rossini; S. Cerutti

doi:10.1109/NEBC.2002.999539

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

G. Foffani, A. M. Bianchi, F. Cinocotti, C. Babiloni, F. Carducci, F. Babiloni, P. M. Rossini, S. Cerutti

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

Abstract

Adaptive autoregressive identification 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.

Original language	English
Title of host publication	Proceedings of the IEEE Annual Northeast Bioengineering Conference, NEBEC
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	209-210
Number of pages	2
Volume	2002-January
ISBN (Print)	0780374193
DOIs	https://doi.org/10.1109/NEBC.2002.999539
Publication status	Published - 2002
Event	28th IEEE Annual Northeast Bioengineering Conference, NEBC 2002 - Philadelphia, United States Duration: Apr 20 2002 → Apr 21 2002

Other

Other	28th IEEE Annual Northeast Bioengineering Conference, NEBC 2002
Country	United States
City	Philadelphia
Period	4/20/02 → 4/21/02

Keywords

Band pass filters
Biomedical engineering
Electroencephalography
Frequency estimation
Frequency synchronization
Humans
Performance analysis
Scalp
Signal analysis
Whales

ASJC Scopus subject areas

Bioengineering

Access to Document

10.1109/NEBC.2002.999539

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Foffani, G., Bianchi, A. M., Cinocotti, 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 Proceedings of the IEEE Annual Northeast Bioengineering Conference, NEBEC (Vol. 2002-January, pp. 209-210). [999539] Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/NEBC.2002.999539

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

Proceedings of the IEEE Annual Northeast Bioengineering Conference, NEBEC. Vol. 2002-January Institute of Electrical and Electronics Engineers Inc., 2002. p. 209-210 999539.

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

Foffani, G, Bianchi, AM, Cinocotti, 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 Proceedings of the IEEE Annual Northeast Bioengineering Conference, NEBEC. vol. 2002-January, 999539, Institute of Electrical and Electronics Engineers Inc., pp. 209-210, 28th IEEE Annual Northeast Bioengineering Conference, NEBC 2002, Philadelphia, United States, 4/20/02. https://doi.org/10.1109/NEBC.2002.999539

Foffani G, Bianchi AM, Cinocotti F, Babiloni C, Carducci F, Babiloni F et al. Adaptive autoregressive identification with "whale" forgetting function for event related desynchronization/synchronization analysis. In Proceedings of the IEEE Annual Northeast Bioengineering Conference, NEBEC. Vol. 2002-January. Institute of Electrical and Electronics Engineers Inc. 2002. p. 209-210. 999539 https://doi.org/10.1109/NEBC.2002.999539

Foffani, G. ; Bianchi, A. M. ; Cinocotti, 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. Proceedings of the IEEE Annual Northeast Bioengineering Conference, NEBEC. Vol. 2002-January Institute of Electrical and Electronics Engineers Inc., 2002. pp. 209-210

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