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 proceedingConference 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 languageEnglish
Title of host publicationProceedings of the IEEE Annual Northeast Bioengineering Conference, NEBEC
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages209-210
Number of pages2
Volume2002-January
ISBN (Print)0780374193
DOIs
Publication statusPublished - 2002
Event28th IEEE Annual Northeast Bioengineering Conference, NEBC 2002 - Philadelphia, United States
Duration: Apr 20 2002Apr 21 2002

Other

Other28th IEEE Annual Northeast Bioengineering Conference, NEBC 2002
CountryUnited States
CityPhiladelphia
Period4/20/024/21/02

Keywords

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

ASJC Scopus subject areas

  • Bioengineering

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