The use of modified deconvolution averaging algorithm for the analysis of auditory evoked activity

A. Presacco, Jorge Bohorquez, E. Yavuz, Ozcan Ozdamar

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Abstract

Continuous Loop Averaging Deconvolution (CLAD) is a recently developed mathematical theory and algorithm that allows to deconvolve averaged electrophysiological signals obtained at high stimulation (Delgado and Özdamar (2004) [1]). It assumes that the individual unit responses are linearly combined to form quasi-steady state responses. One limitation of this algorithm is related to the fact that the length of the recording window has to be equivalent to the duration of the response. In this study, we have developed a modified deconvolution averaging algorithm to derive deconvolved responses when the length of the recording is longer than the duration of the response. The algorithm uses the Least Mean Square (LMS) optimization method to find the deconvolved recording that best fits the acquired data. The method has been applied to study the evoked activity in 40 Hz auditory responses.

Original languageEnglish
Title of host publicationIFMBE Proceedings
Pages135-136
Number of pages2
Volume24
DOIs
StatePublished - Nov 6 2009
Event25th Southern Biomedical Engineering Conference 2009 - Miami, FL, United States
Duration: May 15 2009May 17 2009

Other

Other25th Southern Biomedical Engineering Conference 2009
CountryUnited States
CityMiami, FL
Period5/15/095/17/09

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Deconvolution

Keywords

  • CLAD
  • Deconvolution
  • Evoked Response
  • MLR

ASJC Scopus subject areas

  • Biomedical Engineering
  • Bioengineering

Cite this

The use of modified deconvolution averaging algorithm for the analysis of auditory evoked activity. / Presacco, A.; Bohorquez, Jorge; Yavuz, E.; Ozdamar, Ozcan.

IFMBE Proceedings. Vol. 24 2009. p. 135-136.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Presacco, A, Bohorquez, J, Yavuz, E & Ozdamar, O 2009, The use of modified deconvolution averaging algorithm for the analysis of auditory evoked activity. in IFMBE Proceedings. vol. 24, pp. 135-136, 25th Southern Biomedical Engineering Conference 2009, Miami, FL, United States, 5/15/09. https://doi.org/10.1007/978-3-642-01697-4_48
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