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      Do not throw out the baby with the bath water: choosing an effective baseline for a functional localizer of speech processing

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          Abstract

          Speech processing engages multiple cortical regions in the temporal, parietal, and frontal lobes. Isolating speech-sensitive cortex in individual participants is of major clinical and scientific importance. This task is complicated by the fact that responses to sensory and linguistic aspects of speech are tightly packed within the posterior superior temporal cortex. In functional magnetic resonance imaging (fMRI), various baseline conditions are typically used in order to isolate speech-specific from basic auditory responses. Using a short, continuous sampling paradigm, we show that reversed (“backward”) speech, a commonly used auditory baseline for speech processing, removes much of the speech responses in frontal and temporal language regions of adult individuals. On the other hand, signal correlated noise (SCN) serves as an effective baseline for removing primary auditory responses while maintaining strong signals in the same language regions. We show that the response to reversed speech in left inferior frontal gyrus decays significantly faster than the response to speech, thus suggesting that this response reflects bottom-up activation of speech analysis followed up by top-down attenuation once the signal is classified as nonspeech. The results overall favor SCN as an auditory baseline for speech processing.

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          Most cited references45

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          Puzzlingly High Correlations in fMRI Studies of Emotion, Personality, and Social Cognition.

          Functional magnetic resonance imaging (fMRI) studiesofemotion, personality, and social cognition have drawn much attention in recent years, with high-profile studies frequently reporting extremely high (e.g., >.8) correlations between brain activation and personality measures. We show that these correlations are higher than should be expected given the (evidently limited) reliability of both fMRI and personality measures. The high correlations are all the more puzzling because method sections rarely contain much detail about how the correlations were obtained. We surveyed authors of 55 articles that reported findings of this kind to determine a few details on how these correlations were computed. More than half acknowledged using a strategy that computes separate correlations for individual voxels and reports means of only those voxels exceeding chosen thresholds. We show how this nonindependent analysis inflates correlations while yielding reassuring-looking scattergrams. This analysis technique was used to obtain the vast majority of the implausibly high correlations in our survey sample. In addition, we argue that, in some cases, other analysis problems likely created entirely spurious correlations. We outline how the data from these studies could be reanalyzed with unbiased methods to provide accurate estimates of the correlations in question and urge authors to perform such reanalyses. The underlying problems described here appear to be common in fMRI research of many kinds-not just in studies of emotion, personality, and social cognition.
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            Topographic mapping of a hierarchy of temporal receptive windows using a narrated story.

            Real-life activities, such as watching a movie or engaging in conversation, unfold over many minutes. In the course of such activities, the brain has to integrate information over multiple time scales. We recently proposed that the brain uses similar strategies for integrating information across space and over time. Drawing a parallel with spatial receptive fields, we defined the temporal receptive window (TRW) of a cortical microcircuit as the length of time before a response during which sensory information may affect that response. Our previous findings in the visual system are consistent with the hypothesis that TRWs become larger when moving from low-level sensory to high-level perceptual and cognitive areas. In this study, we mapped TRWs in auditory and language areas by measuring fMRI activity in subjects listening to a real-life story scrambled at the time scales of words, sentences, and paragraphs. Our results revealed a hierarchical topography of TRWs. In early auditory cortices (A1+), brain responses were driven mainly by the momentary incoming input and were similarly reliable across all scrambling conditions. In areas with an intermediate TRW, coherent information at the sentence time scale or longer was necessary to evoke reliable responses. At the apex of the TRW hierarchy, we found parietal and frontal areas that responded reliably only when intact paragraphs were heard in a meaningful sequence. These results suggest that the time scale of processing is a functional property that may provide a general organizing principle for the human cerebral cortex.
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              Functional neuroimaging of speech perception in infants.

              Human infants begin to acquire their native language in the first months of life. To determine which brain regions support language processing at this young age, we measured with functional magnetic resonance imaging the brain activity evoked by normal and reversed speech in awake and sleeping 3-month-old infants. Left-lateralized brain regions similar to those of adults, including the superior temporal and angular gyri, were already active in infants. Additional activation in right prefrontal cortex was seen only in awake infants processing normal speech. Thus, precursors of adult cortical language areas are already active in infants, well before the onset of speech production.
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                Author and article information

                Journal
                Brain Behav
                Brain Behav
                brb3
                Brain and Behavior
                Blackwell Publishing Inc
                2162-3279
                2162-3279
                May 2013
                17 February 2013
                : 3
                : 3
                : 211-222
                Affiliations
                [1 ]The Gonda Multidisciplinary Brain Research Center, Bar Ilan University Ramat Gan, Israel
                [2 ]Linguistics Division, English Department, Bar Ilan University Ramat Gan, Israel
                Author notes
                Michal Ben-Shachar, English Department and Gonda Brain Research Center, Bar Ilan University, Ramat Gan 52900, Israel. Tel: +972 3 5318568; Fax: +972 3 5352184; E-mail: michalb@ 123456mail.biu.ac.il

                Funding Information This work was supported by the Israel Science Foundation (grant no. 513/11) and by a Marie Curie International Reintegration Grant (DNLP 231029) awarded to M. B.-S. by the European Commission.

                Article
                10.1002/brb3.129
                3683281
                23785653
                b8833bfd-12d6-4577-9961-1e1a4222b4b6
                © 2013 Published by Wiley Periodicals, Inc.

                Re-use of this article is permitted in accordance with the Creative Commons Deed, Attribution 2.5, which does not permit commercial exploitation.

                History
                : 31 July 2012
                : 23 December 2012
                : 15 January 2013
                Categories
                Original Research

                Neurosciences
                fmri,functional localizer,reversed speech,signal correlated noise,speech perception
                Neurosciences
                fmri, functional localizer, reversed speech, signal correlated noise, speech perception

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