Different spatio‐temporal electroencephalography features drive the successful decoding of binaural and monaural cues for sound localization. (6th February 2017)
- Record Type:
- Journal Article
- Title:
- Different spatio‐temporal electroencephalography features drive the successful decoding of binaural and monaural cues for sound localization. (6th February 2017)
- Main Title:
- Different spatio‐temporal electroencephalography features drive the successful decoding of binaural and monaural cues for sound localization
- Authors:
- Bednar, Adam
Boland, Francis M.
Lalor, Edmund C. - Editors:
- Rousselet, Guillaume
- Abstract:
- Abstract: The human ability to localize sound is essential for monitoring our environment and helps us to analyse complex auditory scenes. Although the acoustic cues mediating sound localization have been established, it remains unknown how these cues are represented in human cortex. In particular, it is still a point of contention whether binaural and monaural cues are processed by the same or distinct cortical networks. In this study, participants listened to a sequence of auditory stimuli from different spatial locations while we recorded their neural activity using electroencephalography (EEG). The stimuli were presented over a loudspeaker array, which allowed us to deliver realistic, free‐field stimuli in both the horizontal and vertical planes. Using a multivariate classification approach, we showed that it is possible to decode sound source location from scalp‐recorded EEG. Robust and consistent decoding was shown for stimuli that provide binaural cues (i.e. Left vs. Right stimuli). Decoding location when only monaural cues were available (i.e. Front vs. Rear and elevational stimuli) was successful for a subset of subjects and showed less consistency. Notably, the spatio‐temporal pattern of EEG features that facilitated decoding differed based on the availability of binaural and monaural cues. In particular, we identified neural processing of binaural cues at around 120 ms post‐stimulus and found that monaural cues are processed later between 150 and 200 ms.Abstract: The human ability to localize sound is essential for monitoring our environment and helps us to analyse complex auditory scenes. Although the acoustic cues mediating sound localization have been established, it remains unknown how these cues are represented in human cortex. In particular, it is still a point of contention whether binaural and monaural cues are processed by the same or distinct cortical networks. In this study, participants listened to a sequence of auditory stimuli from different spatial locations while we recorded their neural activity using electroencephalography (EEG). The stimuli were presented over a loudspeaker array, which allowed us to deliver realistic, free‐field stimuli in both the horizontal and vertical planes. Using a multivariate classification approach, we showed that it is possible to decode sound source location from scalp‐recorded EEG. Robust and consistent decoding was shown for stimuli that provide binaural cues (i.e. Left vs. Right stimuli). Decoding location when only monaural cues were available (i.e. Front vs. Rear and elevational stimuli) was successful for a subset of subjects and showed less consistency. Notably, the spatio‐temporal pattern of EEG features that facilitated decoding differed based on the availability of binaural and monaural cues. In particular, we identified neural processing of binaural cues at around 120 ms post‐stimulus and found that monaural cues are processed later between 150 and 200 ms. Furthermore, different spatial activation patterns emerged for binaural and monaural cue processing. These spatio‐temporal dissimilarities suggest the involvement of separate cortical mechanisms in monaural and binaural acoustic cue processing. Abstract : Using a classification approach, we showed that it is possible to decode sound source azimuth and elevation from scalp‐recorded EEG. Notably, we identified neural processing of binaural cues at around 120 ms post‐stimulus and found that monaural cues are processed later at between 150 and 200 ms. Furthermore, the spatial activation patterns were different for decoding of azimuth and elevation. This suggests the involvement of separate cortical mechanisms in monaural and binaural cue processing. … (more)
- Is Part Of:
- European journal of neuroscience. Volume 45:Number 5(2017)
- Journal:
- European journal of neuroscience
- Issue:
- Volume 45:Number 5(2017)
- Issue Display:
- Volume 45, Issue 5 (2017)
- Year:
- 2017
- Volume:
- 45
- Issue:
- 5
- Issue Sort Value:
- 2017-0045-0005-0000
- Page Start:
- 679
- Page End:
- 689
- Publication Date:
- 2017-02-06
- Subjects:
- azimuth -- electroencephalography -- elevation -- sound localization -- spatial hearing
Nervous system -- Periodicals
612.8 - Journal URLs:
- http://onlinelibrary.wiley.com/journal/10.1111/(ISSN)1460-9568 ↗
http://onlinelibrary.wiley.com/ ↗ - DOI:
- 10.1111/ejn.13524 ↗
- Languages:
- English
- ISSNs:
- 0953-816X
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 3829.731700
British Library DSC - BLDSS-3PM
British Library HMNTS - ELD Digital store - Ingest File:
- 2815.xml