Literature DB >> 16518572

Stimulus-invariant processing and spectrotemporal reverse correlation in primary auditory cortex.

David J Klein1, Jonathan Z Simon, Didier A Depireux, Shihab A Shamma.   

Abstract

The spectrotemporal receptive field (STRF) provides a versatile and integrated, spectral and temporal, functional characterization of single cells in primary auditory cortex (AI). In this paper, we explore the origin of, and relationship between, different ways of measuring and analyzing an STRF. We demonstrate that STRFs measured using a spectrotemporally diverse array of broadband stimuli-such as dynamic ripples, spectrotemporally white noise, and temporally orthogonal ripple combinations (TORCs)-are very similar, confirming earlier findings that the STRF is a robust linear descriptor of the cell. We also present a new deterministic analysis framework that employs the Fourier series to describe the spectrotemporal modulations contained in the stimuli and responses. Additional insights into the STRF measurements, including the nature and interpretation of measurement errors, is presented using the Fourier transform, coupled to singular-value decomposition (SVD), and variability analyses including bootstrap. The results promote the utility of the STRF as a core functional descriptor of neurons in AI.

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Year:  2006        PMID: 16518572     DOI: 10.1007/s10827-005-3589-4

Source DB:  PubMed          Journal:  J Comput Neurosci        ISSN: 0929-5313            Impact factor:   1.621


  43 in total

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Journal:  J Neurophysiol       Date:  1996-11       Impact factor: 2.714

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Journal:  Biol Cybern       Date:  1981       Impact factor: 2.086

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Journal:  Biol Cybern       Date:  1981       Impact factor: 2.086

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Journal:  J Acoust Soc Am       Date:  1978-01       Impact factor: 1.840

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Journal:  Biol Cybern       Date:  1981       Impact factor: 2.086

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  22 in total

1.  Nonlinear cross-frequency interactions in primary auditory cortex spectrotemporal receptive fields: a Wiener-Volterra analysis.

Authors:  Martin Pienkowski; Jos J Eggermont
Journal:  J Comput Neurosci       Date:  2010-01-14       Impact factor: 1.621

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Authors:  Marc Schönwiesner; Robert J Zatorre
Journal:  Proc Natl Acad Sci U S A       Date:  2009-08-10       Impact factor: 11.205

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Authors:  Gregor Kovacic; Louis Tao; David Cai; Michael J Shelley
Journal:  J Comput Neurosci       Date:  2008-04-08       Impact factor: 1.621

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Authors:  Tatyana O Sharpee; Katherine I Nagel; Allison J Doupe
Journal:  J Neurophysiol       Date:  2011-07-13       Impact factor: 2.714

5.  Mechanisms of noise robust representation of speech in primary auditory cortex.

Authors:  Nima Mesgarani; Stephen V David; Jonathan B Fritz; Shihab A Shamma
Journal:  Proc Natl Acad Sci U S A       Date:  2014-04-21       Impact factor: 11.205

Review 6.  Hierarchical representations in the auditory cortex.

Authors:  Tatyana O Sharpee; Craig A Atencio; Christoph E Schreiner
Journal:  Curr Opin Neurobiol       Date:  2011-06-23       Impact factor: 6.627

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Authors:  Prachi Patel; Laura K Long; Jose L Herrero; Ashesh D Mehta; Nima Mesgarani
Journal:  Cell Rep       Date:  2018-08-21       Impact factor: 9.423

Review 8.  Using goal-driven deep learning models to understand sensory cortex.

Authors:  Daniel L K Yamins; James J DiCarlo
Journal:  Nat Neurosci       Date:  2016-03       Impact factor: 24.884

9.  A Framework for Speech Activity Detection Using Adaptive Auditory Receptive Fields.

Authors:  Michael A Carlin; Mounya Elhilali
Journal:  IEEE/ACM Trans Audio Speech Lang Process       Date:  2015-09-23

10.  Dynamics of spectro-temporal tuning in primary auditory cortex of the awake ferret.

Authors:  B Shechter; H D Dobbins; P Marvit; D A Depireux
Journal:  Hear Res       Date:  2009-07-18       Impact factor: 3.208

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