Machine learning, waveform preprocessing and feature extraction methods for classification of acoustic startle waveforms

The acoustic startle response (ASR) is an involuntary muscle reflex that occurs in response to a transient loud sound and is a highly-utilized method of assessing hearing status in animal models. Currently, a high level of variability exists in the recording and interpretation of ASRs due to the lac...

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Bibliographic Details
Main Authors: Timothy J. Fawcett, Chad S. Cooper, Ryan J. Longenecker, Joseph P. Walton
Format: Article
Language:English
Published: Elsevier 2021-01-01
Series:MethodsX
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2215016120303861