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      Single-neuron activity and eye movements during human REM sleep and awake vision

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          Abstract

          Are rapid eye movements (REMs) in sleep associated with visual-like activity, as during wakefulness? Here we examine single-unit activities ( n=2,057) and intracranial electroencephalography across the human medial temporal lobe (MTL) and neocortex during sleep and wakefulness, and during visual stimulation with fixation. During sleep and wakefulness, REM onsets are associated with distinct intracranial potentials, reminiscent of ponto-geniculate-occipital waves. Individual neurons, especially in the MTL, exhibit reduced firing rates before REMs as well as transient increases in firing rate immediately after, similar to activity patterns observed upon image presentation during fixation without eye movements. Moreover, the selectivity of individual units is correlated with their response latency, such that units activated after a small number of images or REMs exhibit delayed increases in firing rates. Finally, the phase of theta oscillations is similarly reset following REMs in sleep and wakefulness, and after controlled visual stimulation. Our results suggest that REMs during sleep rearrange discrete epochs of visual-like processing as during wakefulness.

          Abstract

          Since the discovery of rapid eye movements (REMs), a critical question endures as to whether they represent time points at which visual-like processing is updated. Here the authors demonstrate that cortical activity during sleep REMs shares many properties with that observed during saccades and vision.

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          Most cited references62

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          Unsupervised spike detection and sorting with wavelets and superparamagnetic clustering.

          This study introduces a new method for detecting and sorting spikes from multiunit recordings. The method combines the wavelet transform, which localizes distinctive spike features, with superparamagnetic clustering, which allows automatic classification of the data without assumptions such as low variance or gaussian distributions. Moreover, an improved method for setting amplitude thresholds for spike detection is proposed. We describe several criteria for implementation that render the algorithm unsupervised and fast. The algorithm is compared to other conventional methods using several simulated data sets whose characteristics closely resemble those of in vivo recordings. For these data sets, we found that the proposed algorithm outperformed conventional methods.
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            Rhythms of the Brain

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              Human gaze control during real-world scene perception.

              In human vision, acuity and color sensitivity are best at the point of fixation, and the visual-cognitive system exploits this fact by actively controlling gaze to direct fixation towards important and informative scene regions in real time as needed. How gaze control operates over complex real-world scenes has recently become of central concern in several core cognitive science disciplines including cognitive psychology, visual neuroscience, and machine vision. This article reviews current approaches and empirical findings in human gaze control during real-world scene perception.
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                Author and article information

                Journal
                Nat Commun
                Nat Commun
                Nature Communications
                Nature Publishing Group
                2041-1723
                11 August 2015
                2015
                : 6
                : 7884
                Affiliations
                [1 ]Laboratoire de Sciences Cognitives et Psycholinguistique (UMR8554), EHESS/CNRS/ENS-DEC , 75005 Paris, France
                [2 ]Ecole Doctorale Cerveau Cognition Comportement, ENS/EHESS/ParisVI/ParisV , 75005 Paris, France
                [3 ]Department of Psychiatry, University of Wisconsin-Madison , 6001 Research Park Blvd, Madison, Wisconsin 53719, USA
                [4 ]Department of Physiology and Pharmacology, Sackler School of Medicine, and Sagol School of Neuroscience, Tel Aviv University , Tel Aviv 69978, Israel
                [5 ]Department of Neurosurgery, David Geffen School of Medicine and Semel Institute For Neuroscience and Human Behavior, UCLA , 710 Westwood Plaza, Los Angeles, California 90095, USA
                [6 ]Functional Neurosurgery Unit, Tel Aviv Medical Center and Sackler School of Medicine, Tel Aviv University , Tel Aviv 69978, Israel
                Author notes
                [*]

                These authors contributed equally to this work.

                Article
                ncomms8884
                10.1038/ncomms8884
                4866865
                26262924
                5f1d670b-c03f-4dc5-8b13-2a81877ad576
                Copyright © 2015, Nature Publishing Group, a division of Macmillan Publishers Limited. All Rights Reserved.

                This work is licensed under a Creative Commons Attribution 4.0 International License. The images or other third party material in this article are included in the article's Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/

                History
                : 24 October 2014
                : 23 June 2015
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