ERP and adaptive autoregressive identification with spectral power decomposition to study rapid auditory processing in infants

C. Piazza, C. Cantiani, G. Tacchino, M. Molteni, G. Reni, A. M. Bianchi

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

3 Citations (Scopus)

Abstract

The ability to process rapidly-occurring auditory stimuli plays an important role in the mechanisms of language acquisition. For this reason, the research community has begun to investigate infant auditory processing, particularly using the Event Related Potentials (ERP) technique. In this paper we approach this issue by means of time domain and time-frequency domain analysis. For the latter, we propose the use of Adaptive Autoregressive (AAR) identification with spectral power decomposition. Results show EEG delta-theta oscillation enhancement related to the processing of acoustic frequency and duration changes, suggesting that, as expected, power modulation encodes rapid auditory processing (RAP) in infants and that the time-frequency analysis method proposed is able to identify this modulation.

Original languageEnglish
Title of host publication2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages4591-4594
Number of pages4
ISBN (Print)9781424479290
DOIs
Publication statusPublished - Nov 2 2014
Event2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014 - Chicago, United States
Duration: Aug 26 2014Aug 30 2014

Other

Other2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014
CountryUnited States
CityChicago
Period8/26/148/30/14

Fingerprint

Evoked Potentials
Decomposition
Processing
Modulation
Frequency domain analysis
Aptitude
Electroencephalography
Acoustics
Language
Research
Power (Psychology)
Identification (Psychology)

ASJC Scopus subject areas

  • Health Informatics
  • Computer Science Applications
  • Biomedical Engineering

Cite this

Piazza, C., Cantiani, C., Tacchino, G., Molteni, M., Reni, G., & Bianchi, A. M. (2014). ERP and adaptive autoregressive identification with spectral power decomposition to study rapid auditory processing in infants. In 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014 (pp. 4591-4594). [6944646] Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/EMBC.2014.6944646

ERP and adaptive autoregressive identification with spectral power decomposition to study rapid auditory processing in infants. / Piazza, C.; Cantiani, C.; Tacchino, G.; Molteni, M.; Reni, G.; Bianchi, A. M.

2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014. Institute of Electrical and Electronics Engineers Inc., 2014. p. 4591-4594 6944646.

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

Piazza, C, Cantiani, C, Tacchino, G, Molteni, M, Reni, G & Bianchi, AM 2014, ERP and adaptive autoregressive identification with spectral power decomposition to study rapid auditory processing in infants. in 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014., 6944646, Institute of Electrical and Electronics Engineers Inc., pp. 4591-4594, 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014, Chicago, United States, 8/26/14. https://doi.org/10.1109/EMBC.2014.6944646
Piazza C, Cantiani C, Tacchino G, Molteni M, Reni G, Bianchi AM. ERP and adaptive autoregressive identification with spectral power decomposition to study rapid auditory processing in infants. In 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014. Institute of Electrical and Electronics Engineers Inc. 2014. p. 4591-4594. 6944646 https://doi.org/10.1109/EMBC.2014.6944646
Piazza, C. ; Cantiani, C. ; Tacchino, G. ; Molteni, M. ; Reni, G. ; Bianchi, A. M. / ERP and adaptive autoregressive identification with spectral power decomposition to study rapid auditory processing in infants. 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014. Institute of Electrical and Electronics Engineers Inc., 2014. pp. 4591-4594
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