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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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Vydáno v:MethodsX
Hlavní autoři: Fawcett, Timothy J., Cooper, Chad S., Longenecker, Ryan J., Walton, Joseph P.
Médium: Artigo
Jazyk:Inglês
Vydáno: Elsevier 2020
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC7744771/
https://ncbi.nlm.nih.gov/pubmed/33354518
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.mex.2020.101166
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