A Sequential Detection Method for Late Auditory Evoked Potentials
Hoppe, U, Eysholdt, U and Weiss, S (1996) A Sequential Detection Method for Late Auditory Evoked Potentials. 18th Annual Conference of the EEE Engineering in Medicine and Biology Society , 999-1000.
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Description/Abstract
This work presents a novel mechanism for detection of late auditory evoked potentials (AEP). AEPs, which are an important diagnostic tool to detect hearing deficiencies, are contained within the electroencephalogram (EEG) at a very low SNR. Our proposed automatic detection of AEPs is based on the Wavelet-Transform of EEG data for feature extraction. Several transform coefficients are then used for a classification by a neural network; its decisions on successive EEG segments are judged by a sequential statistical test. This test stops when a certain confidence is reached to either accept or reject an AEP. Besides providing an objective recognition of AEPs, this procedure can considerably reduce measurement time.
| Item Type: | Conference or Workshop Item (UNSPECIFIED) |
|---|---|
| Additional Information: | nominated for European Student Paper Award Organisation: IEEE Address: Amsterdam, The Netherlands |
| ISBNs: | 0780338111 |
| Divisions: | Faculty of Physical and Applied Science > Electronics and Computer Science |
| Item ID: | 251907 |
| Date Deposited: | 08 Nov 2000 |
| Last Modified: | 02 Mar 2012 12:38 |
| Contributors: | Hoppe, U (Author) Eysholdt, U (Author) Weiss, S (Author) |
| Date: | November 1996 |
| Additional Information: | nominated for European Student Paper Award Organisation: IEEE Address: Amsterdam, The Netherlands |
| Status: | Published |
| Further Information: | Google Scholar |
| URI: | http://eprints.soton.ac.uk/id/eprint/251907 |
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