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      Direct recordings of grid-like neuronal activity in human spatial navigation

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          Abstract

          Grid cells in the entorhinal cortex appear to represent spatial location via a triangular coordinate system. Such cells, which have been identified in rats, bats, and monkeys, are believed to support a wide range of spatial behaviors. By recording neuronal activity from neurosurgical patients performing a virtual-navigation task we identified cells exhibiting grid-like spiking patterns in the human brain, suggesting that humans and simpler animals rely on homologous spatial-coding schemes.

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          Most cited references22

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          Microstructure of a spatial map in the entorhinal cortex.

          The ability to find one's way depends on neural algorithms that integrate information about place, distance and direction, but the implementation of these operations in cortical microcircuits is poorly understood. Here we show that the dorsocaudal medial entorhinal cortex (dMEC) contains a directionally oriented, topographically organized neural map of the spatial environment. Its key unit is the 'grid cell', which is activated whenever the animal's position coincides with any vertex of a regular grid of equilateral triangles spanning the surface of the environment. Grids of neighbouring cells share a common orientation and spacing, but their vertex locations (their phases) differ. The spacing and size of individual fields increase from dorsal to ventral dMEC. The map is anchored to external landmarks, but persists in their absence, suggesting that grid cells may be part of a generalized, path-integration-based map of the spatial environment.
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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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              The hippocampus as a spatial map. Preliminary evidence from unit activity in the freely-moving rat.

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                Author and article information

                Contributors
                Journal
                9809671
                21092
                Nat Neurosci
                Nat. Neurosci.
                Nature neuroscience
                1097-6256
                1546-1726
                25 July 2013
                04 August 2013
                September 2013
                01 March 2014
                : 16
                : 9
                : 1188-1190
                Affiliations
                [1 ]School of Biomedical Engineering, Science & Health Systems, Drexel University, Philadelphia, PA 19104
                [2 ]Department of Psychology, Swansea University, Singleton Park, Swansea, SA2 8PP, Wales, UK
                [3 ]Princeton Neuroscience Institute, Princeton University, NJ 08544
                [4 ]Department of Psychology, University of Pennsylvania, Philadelphia, PA 19104
                [5 ]Department of Neurosurgery, David Geffen School of Medicine and Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles, CA 90095
                [6 ]Department of Neurology, Thomas Jefferson University, Philadelphia, PA 19107
                [7 ]Department of Neurosurgery, Thomas Jefferson University, Philadelphia, PA 19107
                [8 ]Functional Neurosurgery Unit, Tel-Aviv Medical Center and Sackler Faculty of Medicine, Tel-Aviv University, Tel-Aviv 69978, Israel
                Author notes
                [*]

                denotes equal contributions

                Article
                NIHMS496346
                10.1038/nn.3466
                3767317
                23912946
                44be99d4-6a9f-4fd7-abac-f3b0a2774e5d

                Users may view, print, copy, download and text and data- mine the content in such documents, for the purposes of academic research, subject always to the full Conditions of use: http://www.nature.com/authors/editorial_policies/license.html#terms

                History
                Funding
                Funded by: National Institute of Neurological Disorders and Stroke : NINDS
                Award ID: R01 NS033221 || NS
                Funded by: National Institute of Mental Health : NIMH
                Award ID: R01 MH061975 || MH
                Categories
                Article

                Neurosciences
                Neurosciences

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