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Possible Functions for Adult Hippocampal Neurogenesis","volume":"22","author":"G Kempermann","year":"2002","journal-title":"Journal of Neuroscience"},{"issue":"6","key":"ref3","doi-asserted-by":"crossref","first-page":"439","DOI":"10.1016\/j.pneurobio.2003.12.001","article-title":"Information processing, dimensionality reduction and reinforcement learning in the basal ganglia","volume":"71","author":"I Bar-Gad","year":"2003","journal-title":"Progress in Neurobiology"},{"issue":"3","key":"ref4","doi-asserted-by":"crossref","first-page":"167","DOI":"10.1155\/1993\/684234","article-title":"The possible contribution of the amygdala to memory","volume":"6","author":"R Babinsky","year":"1993","journal-title":"Behavioural Neurology"},{"issue":"2","key":"ref5","doi-asserted-by":"crossref","first-page":"165","DOI":"10.1007\/BF02331346","article-title":"Forming sparse representations by local anti-Hebbian learning","volume":"64","author":"P F\u00f6ldiak","year":"1990","journal-title":"Biological cybernetics"},{"key":"ref6","doi-asserted-by":"crossref","first-page":"559","DOI":"10.1162\/neco.1994.6.4.559","article-title":"What is the goal of sensory coding?","volume":"6","author":"DJ Field","year":"1994","journal-title":"Neural computation"},{"key":"ref7","doi-asserted-by":"crossref","first-page":"531","DOI":"10.1162\/neco.1996.8.3.531","article-title":"Energy-efficient neural codes","volume":"8","author":"WB Levy","year":"1996","journal-title":"Neural Computation"},{"issue":"7","key":"ref8","doi-asserted-by":"crossref","first-page":"417","DOI":"10.1016\/j.tins.2015.05.005","article-title":"Questioning the role of sparse coding in the brain","volume":"38","author":"A Spanne","year":"2015","journal-title":"Trends in Neurosciences"},{"key":"ref9","doi-asserted-by":"crossref","first-page":"1273","DOI":"10.1126\/science.287.5456.1273","article-title":"Sparse coding and decorrelation in primary visual cortex during natural vision","volume":"287","author":"WE Vinje","year":"2000","journal-title":"Science"},{"key":"ref10","doi-asserted-by":"crossref","first-page":"407","DOI":"10.1088\/0954-898X_1_4_002","article-title":"The relative advantages of sparse versus distributed encoding for associative neuronal networks in the brain","volume":"1","author":"ET Rolls","year":"1990","journal-title":"Network"},{"issue":"2","key":"ref11","doi-asserted-by":"crossref","first-page":"225","DOI":"10.1080\/14640749308401045","article-title":"Parts and wholes in face recognition","volume":"46A","author":"JW Tanaka","year":"1993","journal-title":"The Quarterly Journal of Experimental Psychology"},{"key":"ref12","doi-asserted-by":"crossref","first-page":"441","DOI":"10.1016\/0010-0285(77)90016-0","article-title":"Hierarchical structure in perceptual representation","volume":"9","author":"SE Palmer","year":"1977","journal-title":"Cognitive Psychology"},{"issue":"6755","key":"ref13","doi-asserted-by":"crossref","first-page":"788","DOI":"10.1038\/44565","article-title":"Learning the parts of objects by non-negative matrix factorization","volume":"401","author":"DD Lee","year":"1999","journal-title":"Nature"},{"key":"ref14","doi-asserted-by":"crossref","first-page":"1500","DOI":"10.1038\/nn.3776","article-title":"Dimensionality reduction for large-scale neural recordings","volume":"17","author":"JP Cunningham","year":"2014","journal-title":"Nature Neuroscience"},{"key":"ref15","doi-asserted-by":"crossref","first-page":"585","DOI":"10.1038\/nature12160","article-title":"The importance of mixed selectivity in complex cognitive tasks","volume":"497","author":"M Rigotti","year":"2013","journal-title":"Nature"},{"key":"ref16","doi-asserted-by":"crossref","first-page":"1395","DOI":"10.1038\/nn.3800","article-title":"Encoding and decoding in parietal cortex during sensorimotor decision-making","volume":"17","author":"IM Park","year":"2014","journal-title":"Nature Neuroscience"},{"key":"ref17","doi-asserted-by":"crossref","first-page":"1584","DOI":"10.1152\/jn.00260.2014","article-title":"Quantifying the signals contained in heterogeneous neural responses and determining their relationships with task performance","volume":"112","author":"M Pagan","year":"2014","journal-title":"Journal of Neurophysiology"},{"issue":"2","key":"ref18","doi-asserted-by":"crossref","first-page":"222","DOI":"10.1162\/jocn.1997.9.2.222","article-title":"Spatial transformations in the parietal cortex using basis functions","volume":"9","author":"A Pouget","year":"1997","journal-title":"Journal of Cognitive Neuroscience"},{"key":"ref19","doi-asserted-by":"crossref","first-page":"1013","DOI":"10.1016\/j.cell.2017.05.011","article-title":"The code for facial identity in the primate brain","volume":"169","author":"L Chang","year":"2017","journal-title":"Cell"},{"key":"ref20","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/j.jneumeth.2015.10.010","article-title":"Extracting spatio-temporal coherent patterns in large-scale neural recordings using dynamic mode decomposition","volume":"258","author":"BW Brunton","year":"2016","journal-title":"Journal of Neuroscience Methods"},{"issue":"4","key":"ref21","doi-asserted-by":"crossref","first-page":"9","DOI":"10.1167\/6.4.9","article-title":"Dimensionality reduction in neural models: An information-theoretic generalization of spike-triggered average and covariance analysis","volume":"6","author":"JW Pillow","year":"2006","journal-title":"Journal of Vision"},{"key":"ref22","doi-asserted-by":"crossref","first-page":"223","DOI":"10.1162\/089976604322742010","article-title":"Analyzing neural responses to natural signals: maximally informative dimensions","volume":"16","author":"T Sharpee","year":"2014","journal-title":"Neural Computation"},{"key":"ref23","article-title":"A theory of multineuronal dimensionality, dynamics and measurement","author":"P Gao","year":"2017","journal-title":"BioRxiv"},{"key":"ref24","article-title":"Sensory communication","author":"HB Barlow","year":"1961"},{"key":"ref25","doi-asserted-by":"crossref","first-page":"183","DOI":"10.1037\/h0054663","article-title":"Some informational aspects of visual perception","volume":"61","author":"F. Attneave","year":"1954","journal-title":"Psychology Review"},{"issue":"1","key":"ref26","doi-asserted-by":"crossref","first-page":"257","DOI":"10.1146\/annurev.ne.13.030190.001353","article-title":"Perceptual neural organization: some approaches based on network models and information theory","volume":"13","author":"R. Linsker","year":"1990","journal-title":"Annual Review of Neuroscience"},{"key":"ref27","doi-asserted-by":"crossref","first-page":"13","DOI":"10.1111\/j.1749-6632.2012.06496.x","article-title":"Efficient coding and the neural representation of value","volume":"1251","author":"K Louie","year":"2012","journal-title":"Annals of the New York Academy of Sciences"},{"key":"ref28","doi-asserted-by":"crossref","first-page":"1193","DOI":"10.1146\/annurev.neuro.24.1.1193","article-title":"Natural image statistics and neural representation","volume":"24","author":"EP Simoncelli","year":"2001","journal-title":"Annual Review of Neuroscience"},{"key":"ref29","doi-asserted-by":"crossref","first-page":"910","DOI":"10.1515\/znc-1981-9-1040","article-title":"A simple coding procedure enhances neuron&apos;s information capacity","volume":"36","author":"S. Laughlin","year":"1981","journal-title":"Zeitschrift f\u00fcr Naturforschung C"},{"key":"ref30","doi-asserted-by":"crossref","first-page":"628","DOI":"10.1038\/nn.3064","article-title":"Decorrelation and efficient coding by retinal ganglion cells","volume":"15","author":"X Pitkow","year":"2012","journal-title":"Nature Neuroscience"},{"key":"ref31","doi-asserted-by":"crossref","first-page":"3351","DOI":"10.1523\/JNEUROSCI.16-10-03351.1996","article-title":"Efficient coding of natural scenes in the lateral geniculate nucleus: Experimental test of a computational theory","volume":"16","author":"Y Dan","year":"1996","journal-title":"Journal of Neuroscience"},{"key":"ref32","article-title":"The mathematical theory of communication","author":"CE Shannon","year":"1949"},{"key":"ref33","doi-asserted-by":"crossref","first-page":"144","DOI":"10.1016\/S0959-4388(03)00047-3","article-title":"Vision and the statistics of the visual environment","volume":"13","author":"EP Simoncelli","year":"2003","journal-title":"Current Opinion in Neurobiology"},{"issue":"2","key":"ref34","doi-asserted-by":"crossref","first-page":"333","DOI":"10.1088\/0954-898X_7_2_014","article-title":"Natural image statistics and efficient coding","volume":"7","author":"BA Olshausen","year":"1996","journal-title":"Network"},{"key":"ref35","doi-asserted-by":"crossref","first-page":"607","DOI":"10.1038\/381607a0","article-title":"Emergence of simple-cell receptive field properties by learning a sparse code for natural images","volume":"381","author":"BA Olshausen","year":"1996","journal-title":"Nature"},{"key":"ref36","doi-asserted-by":"crossref","first-page":"2413","DOI":"10.1016\/S0042-6989(01)00114-6","article-title":"A two-layer sparse coding model learns simple and complex cell receptive fields and topography from natural images","volume":"41","author":"A Hyv\u00e4rinen","year":"2001","journal-title":"Vision Research"},{"issue":"23","key":"ref37","doi-asserted-by":"crossref","first-page":"3311","DOI":"10.1016\/S0042-6989(97)00169-7","article-title":"Sparse coding with an overcomplete basis set: A strategy employed by V1?","volume":"37","author":"BA Olshausen","year":"1997","journal-title":"Vision research"},{"key":"ref38","doi-asserted-by":"crossref","first-page":"345","DOI":"10.1016\/j.tins.2012.03.008","article-title":"Experimental evidence for sparse firing in the neocortex","volume":"35","author":"AL Barth","year":"2012","journal-title":"Trends in Neuroscience"},{"issue":"6437","key":"ref39","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1126\/science.aav7893","article-title":"Spontaneous behaviors drive multidimensional, brainwide activity","volume":"364","author":"C Stringer","year":"2019","journal-title":"Science"},{"key":"ref40","article-title":"High-dimensional geometry of population responses in visual cortex","author":"C Stringer","year":"2018","journal-title":"BioRxiv"},{"key":"ref41","doi-asserted-by":"crossref","first-page":"547","DOI":"10.1016\/S0925-2312(02)00782-8","article-title":"Modeling receptive fields with non-negative sparse coding","volume":"52\u201354","author":"PO Hoyer","year":"2003","journal-title":"Neurocomputing"},{"key":"ref42","unstructured":"Hoyer PO. Non-negative sparse coding. In: Proceedings of the 2002 12th IEEE Workshop on Neural Networks for Signal Processing; 2002; Martigny, Switzerland. Piscataway, NJ: IEEE; 2002. p. 557\u2013565."},{"key":"ref43","unstructured":"Beyeler M, Dutt N, Krichmar JL. Sparse and efficient neuromorphic population coding. US Patent App 15\/417626. 2017."},{"issue":"1","key":"ref44","doi-asserted-by":"crossref","first-page":"149","DOI":"10.1038\/s41467-017-00156-9","article-title":"Inference of neuronal functional circuitry with spike-triggered non-negative matrix factorization","volume":"8","author":"JK Liu","year":"2017","journal-title":"Nature Communications"},{"key":"ref45","doi-asserted-by":"crossref","first-page":"549","DOI":"10.1152\/jn.00639.2002","article-title":"MSTd neuronal basis functions for the population encoding of heading direction","volume":"90","author":"S Ben Hamed","year":"2003","journal-title":"Journal of Neurophysiology"},{"issue":"32","key":"ref46","doi-asserted-by":"crossref","first-page":"8399","DOI":"10.1523\/JNEUROSCI.0396-16.2016","article-title":"3D Visual Response Properties of MSTd Emerge from an Efficient, Sparse Population Code","volume":"36","author":"M Beyeler","year":"2016","journal-title":"The Journal of Neuroscience"},{"key":"ref47","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1038\/srep17531","article-title":"Causal inference and explaining away in a spiking network","volume":"5","author":"R Moreno-Bote","year":"2015","journal-title":"Scientific Reports"},{"key":"ref48","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1371\/journal.pone.0073289","article-title":"Categorical dimensions of human odor descriptor space revealed by non-negative matrix factorization","volume":"8","author":"JB Castro","year":"2013","journal-title":"PLoS ONE"},{"key":"ref49","doi-asserted-by":"crossref","first-page":"305","DOI":"10.1515\/JBCPP.2000.11.4.305","article-title":"Reinforcement-driven dimensionality reduction\u2013a model for information processing in the basal ganglia","volume":"11","author":"I Bar-Gad","year":"2000","journal-title":"J Basic Clin Physiol Pharmacol"},{"issue":"5","key":"ref50","doi-asserted-by":"crossref","first-page":"430","DOI":"10.1037\/bne0000236","article-title":"Conjunctive Coding in an Evolved Spiking Model of Retrosplenial Cortex","volume":"132","author":"EL Rounds","year":"2018","journal-title":"Behavioral Neuroscience"},{"key":"ref51","doi-asserted-by":"crossref","first-page":"8619","DOI":"10.1073\/pnas.1403112111","article-title":"Performance-optimized hierarchical models predict neural responses in higher visual cortex","volume":"111","author":"DLK Yamins","year":"2014","journal-title":"Proceedings of the National Academy of Sciences of the United States of America"},{"issue":"10","key":"ref52","doi-asserted-by":"crossref","first-page":"1876","DOI":"10.1080\/17470218.2016.1146780","article-title":"The &quot;parts and wholes&quot; of face recognition: a review of the literature","volume":"69","author":"JW Tanaka","year":"2016","journal-title":"The Quarterly Journal of Experimental 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feature columns","volume":"4","author":"K Tsunoda","year":"2001","journal-title":"Nature Neuroscience"},{"key":"ref57","doi-asserted-by":"crossref","first-page":"16666","DOI":"10.1523\/JNEUROSCI.2391-12.2012","article-title":"Precedence of the eye region in neural processing of faces","volume":"32","author":"EB Issa","year":"2012","journal-title":"Journal of Neuroscience"},{"key":"ref58","doi-asserted-by":"crossref","first-page":"13402","DOI":"10.1523\/JNEUROSCI.5181-14.2015","article-title":"Simple learned weighted sums of inferior temporal neuronal firing rates accurately predict human core object recognition performance","volume":"35","author":"NJ Majaj","year":"2015","journal-title":"Journal of Neuroscience"},{"key":"ref59","doi-asserted-by":"crossref","first-page":"880","DOI":"10.1038\/nn1278","article-title":"Underlying principles of visual shape selectivity in posterior inferotemporal cortex","volume":"7","author":"SL Brincat","year":"2004","journal-title":"Nature Neuroscience"},{"key":"ref60","doi-asserted-by":"crossref","first-page":"E2450","DOI":"10.1073\/pnas.1520371113","article-title":"Stimulus features coded by single neurons of a macaque body category selective patch","volume":"113","author":"ID Popivanov","year":"2016","journal-title":"Proceedings of the National Academy of Sciences of the United States of America"},{"key":"ref61","doi-asserted-by":"crossref","first-page":"3269","DOI":"10.1016\/j.cub.2016.09.059","article-title":"Effective connectivity reveals largely independent parallel networks of face and body patches","volume":"26","author":"E Premereur","year":"2016","journal-title":"Current Biology"},{"issue":"11","key":"ref62","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1371\/journal.pcbi.1005189","article-title":"Using matrix and tensor factorizations for the single-trial analysis of population spike trains","volume":"12","author":"A Onken","year":"2016","journal-title":"PLoS Comput 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architecture in the cat&apos;s visual cortex","volume":"160","author":"DH Hubel","year":"1962","journal-title":"Journal of Physiology"},{"key":"ref67","doi-asserted-by":"crossref","first-page":"455","DOI":"10.1152\/jn.2002.88.1.455","article-title":"Spatial structure and symmetry of simple-cell receptive fields in macaque primary visual cortex","volume":"88","author":"DL Ringach","year":"2002","journal-title":"Journal of Neurophysiology"},{"key":"ref68","doi-asserted-by":"crossref","first-page":"781","DOI":"10.1016\/j.neuron.2005.01.029","article-title":"Spatial structure of complex cell receptive fields measured with natural images","volume":"45","author":"J Touryan","year":"2005","journal-title":"Neuron"},{"key":"ref69","doi-asserted-by":"crossref","first-page":"135","DOI":"10.1007\/s10827-006-0003-9","article-title":"A network that uses few active neurones to code visual input predicts the diverse shapes of cortical receptive fields","volume":"22","author":"M Rehn","year":"2007","journal-title":"Journal of Computational Neuroscience"},{"issue":"12","key":"ref70","first-page":"1","article-title":"Stimulus-driven population activity patterns in macaque primary visual cortex","volume":"12","author":"BR Cowley","year":"2017","journal-title":"PLoS Comput Biol"},{"key":"ref71","doi-asserted-by":"crossref","first-page":"199","DOI":"10.1080\/713663221","article-title":"A simple white noise analysis of neuronal light responses","volume":"12","author":"EJ Chichilnisky","year":"2001","journal-title":"Network"},{"issue":"12","key":"ref72","doi-asserted-by":"crossref","first-page":"e1005185","DOI":"10.1371\/journal.pcbi.1005185","article-title":"Stimulus-driven population activity patterns in macaque primary visual cortex","volume":"12","author":"BR Cowley","year":"2016","journal-title":"PLoS Comput Biol"},{"key":"ref73","doi-asserted-by":"crossref","first-page":"10577","DOI":"10.1523\/JNEUROSCI.3726-05.2005","article-title":"Do we know what the early 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Takahashi","year":"2007","journal-title":"Journal of Neuroscience"},{"issue":"23","key":"ref77","doi-asserted-by":"crossref","first-page":"978","DOI":"10.1038\/nature04485","article-title":"Efficient auditory coding","volume":"439","author":"EC Smith","year":"2006","journal-title":"Nature"},{"issue":"4","key":"ref78","doi-asserted-by":"crossref","first-page":"2541","DOI":"10.1152\/jn.00891.2005","article-title":"Spike-timing precision underlies the coding efficiency of auditory receptor neurons","volume":"95","author":"A Rokem","year":"2006","journal-title":"Journal of Neurophysiology"},{"issue":"1","key":"ref79","doi-asserted-by":"crossref","first-page":"e16","DOI":"10.1371\/journal.pbio.0060016","article-title":"Sparse representation of sounds in the unanesthetized auditory cortex","volume":"6","author":"T Hrom\u00e1dka","year":"2008","journal-title":"PLoS 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spectrotemporal coding of sounds","volume":"7","author":"D Klein","year":"2003","journal-title":"EURASIP Journal on Applied Signal Processing"},{"key":"ref84","doi-asserted-by":"crossref","first-page":"233","DOI":"10.1146\/annurev-neuro-061010-113738","article-title":"Olfactory maps in the brain","volume":"34","author":"VN Murthy","year":"2011","journal-title":"Annual Review of Neuroscience"},{"key":"ref85","doi-asserted-by":"crossref","first-page":"467","DOI":"10.1016\/j.neuron.2006.07.018","article-title":"Encoding and decoding of overlapping odor sequences","volume":"51","author":"BM Broome","year":"2006","journal-title":"Neuron"},{"issue":"1","key":"ref86","doi-asserted-by":"crossref","first-page":"124","DOI":"10.1016\/j.neuron.2011.07.031","article-title":"Sparse Incomplete Representations: A Potential Role of Olfactory Granule Cells","volume":"72","author":"AA Koulakov","year":"2011","journal-title":"Neuron"},{"issue":"2","key":"ref87","doi-asserted-by":"crossref","first-page":"272","DOI":"10.1038\/nn.3913","article-title":"Olfactory bulb coding of odors, mixtures and sniffs is a linear sum of odor time profiles","volume":"18","author":"P Gupta","year":"2015","journal-title":"Nature Neuroscience"},{"issue":"6","key":"ref88","doi-asserted-by":"crossref","first-page":"850","DOI":"10.1016\/j.neuron.2009.05.022","article-title":"Odor representations in olfactory cortex: &quot;sparse&quot; coding, global inhibition, and oscillations","volume":"62","author":"C Poo","year":"2009","journal-title":"Neuron"},{"issue":"47","key":"ref89","doi-asserted-by":"crossref","first-page":"16931","DOI":"10.1073\/pnas.1411266111","article-title":"Nonsensory target-dependent organization of piriform cortex","volume":"111","author":"CFF Chen","year":"2014","journal-title":"Proceedings of the National Academy of Sciences"},{"issue":"6","key":"ref90","doi-asserted-by":"crossref","first-page":"854","DOI":"10.1016\/j.neuron.2009.09.005","article-title":"Representations of odor in the piriform cortex","volume":"63","author":"DD Stettler","year":"2009","journal-title":"Neuron"},{"issue":"3","key":"ref91","doi-asserted-by":"crossref","first-page":"467","DOI":"10.1016\/j.neuron.2006.01.007","article-title":"Dissociable codes of odor quality and odorant structure in human piriform cortex","volume":"49","author":"JA Gottfried","year":"2006","journal-title":"Neuron"},{"key":"ref92","doi-asserted-by":"crossref","first-page":"792","DOI":"10.1038\/nn.2328","article-title":"Sparse temporal coding of elementary tactile features during active whisker sensation","volume":"12","author":"SP Jadhav","year":"2009","journal-title":"Nature Neuroscience"},{"issue":"6","key":"ref93","doi-asserted-by":"crossref","first-page":"1048","DOI":"10.1016\/j.neuron.2010.08.026","article-title":"Neural activity in barrel cortex underlying vibrissa-based object localization in mice","volume":"67","author":"DH O'Connor","year":"2010","journal-title":"Neuron"},{"issue":"6","key":"ref94","doi-asserted-by":"crossref","first-page":"1160","DOI":"10.1016\/j.neuron.2011.02.022","article-title":"Synaptic mechanisms underlying sparse coding of active touch","volume":"69","author":"S Crochet","year":"2011","journal-title":"Neuron"},{"issue":"1","key":"ref95","first-page":"11","article-title":"Predicting properties of the rat somatosensory system by sparse coding","volume":"4","author":"W Hafner","year":"2004","journal-title":"Neural information processing letters and reviews"},{"issue":"1","key":"ref96","doi-asserted-by":"crossref","first-page":"495","DOI":"10.1523\/JNEUROSCI.20-01-00495.2000","article-title":"Spatial and Temporal Structure of Receptive Fields in Primate Somatosensory Area 3b: Effects of Stimulus Scanning Direction and Orientation","volume":"20","author":"JJ DiCarlo","year":"2000","journal-title":"Journal of Neuroscience"},{"issue":"3","key":"ref97","doi-asserted-by":"crossref","first-page":"776","DOI":"10.1523\/JNEUROSCI.4162-07.2008","article-title":"The Representation of Stimulus Orientation in the Early Stages of Somatosensory Processing","volume":"28","author":"SJ Bensmaia","year":"2008","journal-title":"Journal of Neuroscience"},{"issue":"6","key":"ref98","doi-asserted-by":"crossref","first-page":"866","DOI":"10.1038\/nn.3720","article-title":"Spatiotemporal receptive fields of barrel cortex revealed by reverse correlation of synaptic input","volume":"17","author":"A Ramirez","year":"2014","journal-title":"Nature Neuroscience"},{"key":"ref99","doi-asserted-by":"crossref","first-page":"536","DOI":"10.1016\/j.neuron.2010.12.033","article-title":"Neural mechanisms of tactile motion integration in somatosensory cortex","volume":"69","author":"YC Pei","year":"2011","journal-title":"Neuron"},{"key":"ref100","doi-asserted-by":"crossref","first-page":"919","DOI":"10.1152\/jn.00698.2016","article-title":"Revealing unobserved factors underlying cortical activity with a rectified latent variable model applied to neural population recordings","volume":"117","author":"MR Whiteway","year":"2017","journal-title":"Journal of Neurophysiology"},{"key":"ref101","doi-asserted-by":"crossref","first-page":"539","DOI":"10.1113\/jphysiol.1978.sp012518","article-title":"Receptive field integration and submodality convergence in the hand area of the post-central gyrus of the alert monkey","volume":"283","author":"J Hyv\u00e4rinen","year":"1978","journal-title":"Journal of Physiology"},{"issue":"3","key":"ref102","doi-asserted-by":"crossref","first-page":"1843","DOI":"10.1152\/jn.00235.2009","article-title":"Convergence of submodality-specific input onto neurons in primary somatosensory cortex","volume":"102","author":"YC Pei","year":"2009","journal-title":"Journal of Neurophysiology"},{"key":"ref103","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1371\/journal.pbio.1001558","article-title":"Multiplexing stimulus information through rate and temporal codes in primate somatosensory cortex","volume":"11","author":"MA Harvey","year":"2013","journal-title":"PLoS Biol"},{"issue":"7","key":"ref104","doi-asserted-by":"crossref","first-page":"2626","DOI":"10.1523\/JNEUROSCI.18-07-02626.1998","article-title":"Structure of receptive fields in area 3b of primary somatosensory cortex in the alert monkey","volume":"18","author":"JJ DiCarlo","year":"1998","journal-title":"Journal of Neuroscience"},{"issue":"6","key":"ref105","doi-asserted-by":"crossref","first-page":"1505","DOI":"10.1152\/jn.00372.2012","article-title":"Responses of somatosensory area 2 neurons to actively and passively generated limb movements","volume":"109","author":"BM London","year":"2013","journal-title":"Journal of Neurophysiology"},{"key":"ref106","doi-asserted-by":"crossref","first-page":"586","DOI":"10.3389\/fnhum.2014.00586","article-title":"Cues, context, and long-term memory: the role of the retrosplenial cortex in spatial cognition","volume":"8","author":"AM Miller","year":"2014","journal-title":"Frontiers in human neuroscience"},{"key":"ref107","first-page":"11","article-title":"The effect of retrosplenial cortex lesions in rats on incidental and active spatial learning","volume":"9","author":"AJD Nelson","year":"2015","journal-title":"Frontiers in behavioral neuroscience"},{"issue":"11","key":"ref108","doi-asserted-by":"crossref","first-page":"792","DOI":"10.1038\/nrn2733","article-title":"What does the retrosplenial cortex do?","volume":"10","author":"SD Vann","year":"2009","journal-title":"Nature Reviews Neuroscience"},{"key":"ref109","doi-asserted-by":"crossref","first-page":"1143","DOI":"10.1038\/nn.4058","article-title":"Retrosplenial cortex maps the conjunction of internal and external spaces","volume":"18","author":"AS Alexander","year":"2015","journal-title":"Nature Neuroscience"},{"key":"ref110","doi-asserted-by":"crossref","first-page":"117","DOI":"10.1146\/annurev-neuro-071013-013916","article-title":"Reassessing models of basal ganglia function and dysfunction","volume":"37","author":"AB Nelson","year":"2014","journal-title":"Annual Review of Neuroscience"},{"key":"ref111","doi-asserted-by":"crossref","first-page":"a009621","DOI":"10.1101\/cshperspect.a009621","article-title":"Functional neuroanatomy of the basal ganglia","volume":"2","author":"JL Lanciego","year":"2012","journal-title":"Cold Spring Harbor Perspectives in Medicine"},{"key":"ref112","doi-asserted-by":"crossref","first-page":"152","DOI":"10.3389\/fnsys.2015.00152","article-title":"Presynaptic inhibition in the striatum of the basal ganglia improves pattern classification and thus promotes superior goal selection","volume":"9","author":"DJ Schwab","year":"2015","journal-title":"Frontiers in systems neuroscience"},{"key":"ref113","article-title":"The why and how of nonnegative matrix factorization","author":"N. Gillis","year":"2014","journal-title":"arXiv"},{"key":"ref114","doi-asserted-by":"crossref","unstructured":"Ding C, He X, Simon HD. On the equivalence of nonnegative matrix factorization and spectral clustering. In: SIAM International Conference on Data Mining; 2005. p. 606\u2013610.","DOI":"10.1137\/1.9781611972757.70"},{"key":"ref115","doi-asserted-by":"crossref","first-page":"485","DOI":"10.1146\/annurev-neuro-062111-150410","article-title":"Compressed sensing, sparsity, and dimensionality in neuronal information processing and data analysis","volume":"35","author":"S Ganguli","year":"2012","journal-title":"Annual Review of Neuroscience"},{"key":"ref116","doi-asserted-by":"crossref","unstructured":"Wang F, Li P. Compressed Nonnegative Sparse Coding. In: 2010 IEEE International Conference on Data Mining; Piscataway, NJ: IEEE: 2010. p. 1103\u20131108.","DOI":"10.1109\/ICDM.2010.162"},{"issue":"5641","key":"ref117","doi-asserted-by":"crossref","first-page":"1870","DOI":"10.1126\/science.1089662","article-title":"Communication in neuronal networks","volume":"301","author":"SB Laughlin","year":"2003","journal-title":"Science"},{"issue":"4","key":"ref118","doi-asserted-by":"crossref","first-page":"2418","DOI":"10.1523\/JNEUROSCI.14-04-02418.1994","article-title":"Component placement optimization in the brain","volume":"14","author":"C. Cherniak","year":"1994","journal-title":"Journal of Neuroscience"},{"issue":"3","key":"ref119","doi-asserted-by":"crossref","first-page":"341","DOI":"10.1016\/S0896-6273(02)00679-7","article-title":"Wiring optimizations in cortical circuits","volume":"25","author":"DB Chklovskii","year":"2002","journal-title":"Neuron"},{"key":"ref120","doi-asserted-by":"crossref","first-page":"344","DOI":"10.1038\/nn.2479","article-title":"Connectivity reflects coding: a model of voltage-based STDP with homeostasis","volume":"13","author":"C Clopath","year":"2010","journal-title":"Nature Neuroscience"},{"issue":"32","key":"ref121","doi-asserted-by":"crossref","first-page":"10032","DOI":"10.1073\/pnas.1420315112","article-title":"Wiring cost and topological participation of the mouse brain connectome","volume":"112","author":"M Rubinov","year":"2015","journal-title":"Proceedings of the National Academy of Sciences of the United States of America"},{"key":"ref122","first-page":"1357","article-title":"Advances in Neural Information Processing Systems 22","author":"B Nessler","year":"2009"},{"key":"ref123","doi-asserted-by":"crossref","unstructured":"Carlson KD, Richert M, Dutt N, Krichmar JL. Biologically plausible models of homeostasis and STDP: Stability and learning in spiking neural networks. In: The 2013 International Joint Conference on Neural Networks (IJCNN). Dallas, TX: IEEE; 2013. p. 1\u20138.","DOI":"10.1109\/IJCNN.2013.6706961"},{"issue":"3","key":"ref124","doi-asserted-by":"crossref","first-page":"267","DOI":"10.1007\/BF00275687","article-title":"Simplified neuron model as a principal component analyzer","volume":"15","author":"E. Oja","year":"1982","journal-title":"Journal of Mathematical Biology"},{"key":"ref125","first-page":"29","article-title":"Dendritic synapse location and neocortical spike-timing-dependent plasticity","volume":"2","author":"RC Froemke","year":"2010","journal-title":"Frontiers in Synaptic Neuroscience"},{"issue":"1","key":"ref126","doi-asserted-by":"crossref","first-page":"32","DOI":"10.1523\/JNEUROSCI.02-01-00032.1982","article-title":"Theory for the development of neuron selectivity: orientation specificty and binocular interaction in visual cortex","volume":"2","author":"EL Bienenstock","year":"1982","journal-title":"Journal of Neuroscience"},{"key":"ref127","doi-asserted-by":"crossref","unstructured":"Beyeler M, Carlson KD, Chou TS, Dutt ND, Krichmar JL. CARLsim 3: A user-friendly and highly optimized library for the creation of neurobiologically detailed spiking neural networks. In: The 2015 International Joint Conference on Neural Networks (IJCNN). Killarney, Ireland: IEEE; 2015. p. 1\u20138.","DOI":"10.1109\/IJCNN.2015.7280424"},{"key":"ref128","doi-asserted-by":"crossref","first-page":"10","DOI":"10.3389\/fnins.2014.00010","article-title":"An efficient automated parameter tuning framework for spiking neural networks","volume":"8","author":"KD Carlson","year":"2014","journal-title":"Frontiers in Neuroscience"},{"key":"ref129","doi-asserted-by":"crossref","first-page":"608","DOI":"10.1038\/nn1690","article-title":"Correlating whisker behavior with membrane potential in barrel cortex of awake mice","volume":"9","author":"S Crochet","year":"2006","journal-title":"Nature Neuroscience"},{"key":"ref130","doi-asserted-by":"crossref","first-page":"2058","DOI":"10.1523\/JNEUROSCI.3318-14.2015","article-title":"State-dependent population coding in primary auditory cortex","volume":"35","author":"M Pachitariu","year":"2015","journal-title":"Journal of Neuroscience"},{"key":"ref131","article-title":"Movement-related activity dominates cortex during sensory-guided decision making","author":"S Musall","year":"2018","journal-title":"bioRxiv"},{"key":"ref132","doi-asserted-by":"crossref","first-page":"6382","DOI":"10.1523\/JNEUROSCI.0430-16.2016","article-title":"Enhanced spatial resolution during locomotion and heightened attention in mouse primary visual cortex","volume":"36","author":"PJ Mineault","year":"2016","journal-title":"Journal of Neuroscience"},{"key":"ref133","doi-asserted-by":"crossref","first-page":"472","DOI":"10.1016\/j.neuron.2010.01.033","article-title":"Modulation of visual responses by behavioral state in mouse visual cortex","volume":"65","author":"CM Neill","year":"2010","journal-title":"Neuron"},{"key":"ref134","first-page":"890","article-title":"Layer-specific integration of locomotion and concurrent wall touching in mouse barrel cortex","volume":"23","author":"A Ayaz","year":"2013","journal-title":"Current Biology"},{"key":"ref135","doi-asserted-by":"crossref","first-page":"1864","DOI":"10.1038\/nn.3567","article-title":"Integration of visual motion and locomotion in mouse visual cortex","volume":"16","author":"AB Saleem","year":"2013","journal-title":"Nature Neuroscience"},{"key":"ref136","doi-asserted-by":"crossref","first-page":"11","DOI":"10.3389\/fnsys.2016.00011","article-title":"Stimuli reduce the dimensionality of cortical activity","volume":"10","author":"L Mazzucato","year":"2016","journal-title":"Frontiers in Systems Neuroscience"},{"key":"ref137","doi-asserted-by":"crossref","first-page":"978","DOI":"10.1016\/j.neuron.2017.05.025","article-title":"Neural manifolds for the control of movement","volume":"94","author":"JA Gallego","year":"2017","journal-title":"Neuron"},{"issue":"6","key":"ref138","doi-asserted-by":"crossref","first-page":"4235","DOI":"10.1152\/jn.00095.2007","article-title":"Temporal complexity and heterogeneity of single-neuron activity in premotor and motor cortex","volume":"97","author":"MK Churchland","year":"2007","journal-title":"Journal of neurophysiology"},{"key":"ref139","doi-asserted-by":"crossref","first-page":"e10989","DOI":"10.7554\/eLife.10989","article-title":"Demixed principal component analysis of neural population data","volume":"5","author":"D Kobak","year":"2016","journal-title":"Elife"},{"key":"ref140","doi-asserted-by":"crossref","first-page":"78","DOI":"10.1038\/nature12742","article-title":"Context-dependent computation by recurrent dynamics in prefrontal cortex","volume":"503","author":"V Mante","year":"2013","journal-title":"Nature"},{"key":"ref141","doi-asserted-by":"crossref","first-page":"64","DOI":"10.1016\/j.neures.2015.10.012","article-title":"Modeling the motor cortex: Optimality, recurrent neural networks, and spatial dynamics","volume":"104","author":"H. Tanaka","year":"2016","journal-title":"Neuroscience Research"},{"key":"ref142","article-title":"Accurate estimation of neural population dynamics without spike sorting","author":"E Trautmann","year":"2019","journal-title":"Neuron"},{"issue":"5","key":"ref143","doi-asserted-by":"crossref","first-page":"1217","DOI":"10.1113\/jphysiol.2007.146068","article-title":"Inconvenient truths about neural processing in primary motor cortex","volume":"586","author":"SH Scott","year":"2008","journal-title":"Journal of Physiology"},{"issue":"4","key":"ref144","doi-asserted-by":"crossref","first-page":"953","DOI":"10.1016\/j.neuron.2018.01.004","article-title":"Motor cortex embeds muscle-like commands in an untangled population response","volume":"97","author":"AA Russo","year":"2018","journal-title":"Neuron"},{"issue":"1","key":"ref145","doi-asserted-by":"crossref","first-page":"4233","DOI":"10.1038\/s41467-018-06560-z","article-title":"Cortical population activity within a preserved neural manifold underlies multiple motor behaviors","volume":"9","author":"JA Gallego","year":"2018","journal-title":"Nature Communications"},{"key":"ref146","doi-asserted-by":"crossref","first-page":"337","DOI":"10.1146\/annurev-neuro-062111-150509","article-title":"Cortical control of arm movements: a dynamical systems perspective","volume":"36","author":"KV Shenoy","year":"2013","journal-title":"Annual Review of Neuroscience"},{"key":"ref147","first-page":"679","article-title":"Are movement parameters recognizably coded in the activity of single neurons","volume":"15","author":"EE Fetz","year":"1992","journal-title":"Behavioral and Brain Sciences"},{"key":"ref148","doi-asserted-by":"crossref","first-page":"671","DOI":"10.1016\/j.conb.2003.10.012","article-title":"The role of primary motor cortex in goal-directed movements: insights from neurophysiological studies on non-human primates","volume":"13","author":"SH Scott","year":"2003","journal-title":"Current Opinion in Neurobiology"},{"key":"ref149","doi-asserted-by":"crossref","first-page":"197","DOI":"10.1007\/s00221-006-0556-x","article-title":"Evidence against a single coordinate system representation in the motor cortex","volume":"175","author":"W Wu","year":"2006","journal-title":"Experimental Brain Research"},{"key":"ref150","doi-asserted-by":"crossref","first-page":"677","DOI":"10.1016\/j.neuron.2016.12.026","article-title":"Spatial representations of granule cells and mossy cells of the dentate gyrus","volume":"93","author":"D GoodSmith","year":"2017","journal-title":"Neuron"},{"key":"ref151","doi-asserted-by":"crossref","first-page":"165","DOI":"10.1002\/hipo.450030209","article-title":"Spatial selectivity of unit activity in the hippocampal granular layer","volume":"3","author":"MW Jung","year":"1993","journal-title":"Hippocampus"},{"key":"ref152","doi-asserted-by":"crossref","first-page":"691","DOI":"10.1016\/j.neuron.2016.12.011","article-title":"Physiological properties and behavioral correlates of hippocampal granule cells and mossy cells","volume":"93","author":"Y Senzai","year":"2017","journal-title":"Neuron"},{"issue":"841","key":"ref153","doi-asserted-by":"crossref","first-page":"23","DOI":"10.1098\/rstb.1971.0078","article-title":"Simple memory: a theory for archicortex","volume":"262","author":"D. Marr","year":"1971","journal-title":"Philosophical Transactions of the Royal Society of London B, Biological Sciences"},{"key":"ref154","doi-asserted-by":"crossref","first-page":"374","DOI":"10.1002\/hipo.450040319","article-title":"Computational analysis of the role of the hippocampus in memory","volume":"4","author":"A Treves","year":"1994","journal-title":"Hippocampus"},{"key":"ref155","doi-asserted-by":"crossref","first-page":"515","DOI":"10.1016\/j.tins.2011.06.006","article-title":"Pattern separation in the hippocampus","volume":"34","author":"MA Yassa","year":"2011","journal-title":"Trends in Neurosciences"},{"key":"ref156","doi-asserted-by":"crossref","first-page":"38","DOI":"10.1016\/j.nlm.2015.10.008","article-title":"Tracking the flow of hippocampal computation: Pattern separation, pattern completion, and attractor dynamics","volume":"129","author":"JJ Knierim","year":"2016","journal-title":"Neurobiology of Learning and Memory"},{"key":"ref157","doi-asserted-by":"crossref","first-page":"149","DOI":"10.1002\/(SICI)1098-1063(1996)6:2<149::AID-HIPO6>3.0.CO;2-K","article-title":"Theta phase precession in hippocampal neuronal populations and the compression of temporal sequences","volume":"6","author":"WE Skaggs","year":"1996","journal-title":"Hippocampus"},{"issue":"32","key":"ref158","doi-asserted-by":"crossref","first-page":"11617","DOI":"10.1523\/JNEUROSCI.1266-11.2011","article-title":"Convergence of vestibular and visual self-motion signals in an area of the posterior sylvian fissure","volume":"31","author":"A Chen","year":"2011","journal-title":"Journal of Neuroscience"},{"key":"ref159","doi-asserted-by":"crossref","first-page":"899","DOI":"10.1101\/SQB.1990.055.01.084","article-title":"A theory of how the brain might work","volume":"55","author":"T. Poggio","year":"1990","journal-title":"Cold Spring Harbor Symposium on Quantitative Biology"},{"issue":"Suppl","key":"ref160","doi-asserted-by":"crossref","first-page":"1192","DOI":"10.1038\/81469","article-title":"Computational approaches to sensorimotor transformations","volume":"3","author":"A Pouget","year":"2000","journal-title":"Nature Neuroscience"},{"issue":"2","key":"ref161","doi-asserted-by":"crossref","first-page":"179","DOI":"10.1016\/j.nlm.2008.08.007","article-title":"Parietal cortex, navigation, and the construction of arbitrary reference frames for spatial information","volume":"91","author":"D. Nitz","year":"2009","journal-title":"Neurobiology of learning and memory"},{"key":"ref162","doi-asserted-by":"crossref","first-page":"91","DOI":"10.1016\/j.cobeha.2015.08.008","article-title":"Adaptive neural coding: from biological to behavioral decision-making","volume":"5","author":"K Louie","year":"2015","journal-title":"Current opinion in behavioral sciences"},{"issue":"1","key":"ref163","doi-asserted-by":"crossref","first-page":"303","DOI":"10.1146\/annurev.neuro.20.1.303","article-title":"Multimodal representation of space in the posterior parietal cortex and its use in planning movements","volume":"20","author":"RA Andersen","year":"1997","journal-title":"Annual Review of Neuroscience"},{"key":"ref164","doi-asserted-by":"crossref","unstructured":"Rounds EL, Scott EO, Alexander AS, DeJong KA, Nitz DA, Krichmar JL. An Evolutionary Framework for Replicating Neurophysiological Data with Spiking Neural Networks. In: Handl J, Hart E, Lewis PR, L\u00f3pez-Ib\u00e1\u00f1ez M, Ochoa G, Paechter B, editors. Parallel Problem Solving from Nature\u2013PPSN XIV: 14th International Conference, Edinburgh, UK, September 17\u201321, 2016, Proceedings. New York: Springer International Publishing; 2016. p. 537\u2013547.","DOI":"10.1007\/978-3-319-45823-6_50"},{"key":"ref165","doi-asserted-by":"crossref","first-page":"66","DOI":"10.1016\/j.conb.2016.01.010","article-title":"Why neurons mix: high dimensionality for higher cognition","volume":"37","author":"S Fusi","year":"2016","journal-title":"Current opinion in neurobiology"},{"key":"ref166","doi-asserted-by":"crossref","first-page":"88","DOI":"10.1016\/j.neulet.2017.04.006","article-title":"Barlow versus Hebb: When is it time to abandon the notion of feature detectors and adopt the cell assembly as the unit of cognition?","volume":"680","author":"H. Eichenbaum","year":"2017","journal-title":"Neuroscience Letters"},{"key":"ref167","doi-asserted-by":"crossref","first-page":"475","DOI":"10.1016\/S0959-4388(00)00237-3","article-title":"Energy as a constraint on the coding and processing of sensory information","volume":"11","author":"SB Laughlin","year":"2001","journal-title":"Current Opinion in Neurobiology"}],"container-title":["PLOS Computational Biology"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/dx.plos.org\/10.1371\/journal.pcbi.1006908","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,5,9]],"date-time":"2020-05-09T06:50:56Z","timestamp":1589007056000},"score":1,"resource":{"primary":{"URL":"https:\/\/dx.plos.org\/10.1371\/journal.pcbi.1006908"}},"subtitle":[],"editor":[{"given":"Aldo A.","family":"Faisal","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"editor"}]}],"short-title":[],"issued":{"date-parts":[[2019,6,27]]},"references-count":167,"journal-issue":{"issue":"6","published-online":{"date-parts":[[2019,6,27]]}},"URL":"https:\/\/doi.org\/10.1371\/journal.pcbi.1006908","relation":{"has-preprint":[{"id-type":"doi","id":"10.1101\/149880","asserted-by":"object"}]},"ISSN":["1553-7358"],"issn-type":[{"value":"1553-7358","type":"electronic"}],"subject":[],"published":{"date-parts":[[2019,6,27]]}}}