Normalization as a canonical neural computation
Carandini, Matteo, Heeger, David J.·2012·Nature Reviews Neuroscience
DOI 10.1038/nrn3136
Cited by (1,001)
Items 401–500 of 1,001
- Spatially tuned normalization explains attention modulation variance within neuronsAmy M. Ni, John H. R. Maunsell · 2017 · Journal of Neurophysiology
- Mechanisms of competitive selection: A canonical neural circuit frameworkShreesh P. Mysore, Ninad B. Kothari · 2020 · eLife
- Neuronal circuits and computations: Pattern decorrelation in the olfactory bulbRainer W. Friedrich, Martin T. Wiechert · 2014 · FEBS Letters
- Learning and stabilization of winner-take-all dynamics through interacting excitatory and inhibitory plasticityJonathan Binas, Ueli Rutishauser, Giacomo Indiveri, Michael Pfeiffer · 2014 · Frontiers in Computational Neuroscience
- A monocular contribution to stimulus rivalryJan W. Brascamp, Hansem Sohn, Sang‐Hun Lee, Randolph Blake · 2013 · Proceedings of the National Academy of Sciences
- Incorporating Midbrain Adaptation to Mean Sound Level Improves Models of Auditory Cortical ProcessingBen D. B. Willmore, Oliver Schoppe, Andrew J. King, Jan W. H. Schnupp, Nicol Spencer Harper · 2016 · Journal of Neuroscience
- Human Visual Cortex Responses to Rapid Cone and Melanopsin-Directed FlickerManuel Spitschan, Ritobrato Datta, Andrew M. Stern, David H. Brainard, Geoffrey K. Aguirre · 2016 · Journal of Neuroscience
- Likelihood-based parameter estimation and comparison of dynamical cognitive models.Heiko H. Schütt, Lars Oliver Martin Rothkegel, Hans A. Trukenbrod, Sebastian Reich, Felix A. Wichmann, Ralf Engbert · 2017 · Psychological Review
- Specificity and timescales of cortical adaptation as inferences about natural movie statisticsMichoel Snow, Ruben Coen-Cagli, Odelia Schwartz · 2016 · Journal of Vision
- Functional implications of orientation maps in primary visual cortexErin M. Koch, Jianzhong Jin, Jose M. Alonso, Qasim Zaidi · 2016 · Nature Communications
- Presaccadic attention improves or impairs performance by enhancing sensitivity to higher spatial frequenciesHsin-Hung Li, Jasmine Pan, Marisa Carrasco · 2019 · Scientific Reports
- Perception in autism does not adhere to Weber’s lawBat‐Sheva Hadad, Sivan Schwartz · 2019 · eLife
- Dynamic Suppression of Average Facial Structure Shapes Neural Tuning in Three Macaque Face PatchesKenji W. Koyano, Adam P. Jones, David B. T. McMahon, Elena N. Waidmann, Brian Edward Russ, David A. Leopold · 2020 · Current Biology
- Divisive normalization unifies disparate response signatures throughout the human visual hierarchyMarco Aqil, Tomas H. J. Knapen, Serge Olaf Dumoulin · 2021 · Proceedings of the National Academy of Sciences
- Working memory capacity of crows and monkeys arises from similar neuronal computationsLukas Alexander Hahn, Dmitry Balakhonov, Erica Fongaro, Andreas Nieder, Jonas Rose · 2021 · eLife
- Response Normalization in the Superficial Layers of the Superior Colliculus as a Possible Mechanism for Saccadic AveragingCorinne R. Vokoun, Xin Huang, Meyer B. Jackson, Michele A. Basso · 2014 · Journal of Neuroscience
- Serotonergic modulation across sensory modalitiesTyler R. Sizemore, Laura M. Hurley, Andrew M. Dacks · 2020 · Journal of Neurophysiology
- Normalization regulates competition for visual awarenessS. Ling, R. Blake · 2012 · Neuron
- Computational principles underlying the recognition of acoustic signals in insectsJan Clemens, Ralf Matthias Hennig · 2013 · Journal of Computational Neuroscience
- Corticocortical feedback increases the spatial extent of normalizationJonathan J. Nassi, Camille Gómez-Laberge, Gabriel Kreiman, Richard T. Born · 2014 · Frontiers in Systems Neuroscience
- Evidence for an Optimal Algorithm Underlying Signal Combination in Human Visual CortexDaniel H. Baker, Alex R. Wade · 2016 · Cerebral Cortex
- Characterizing the effects of feature salience and top-down attention in the early visual systemSonia Poltoratski, Sam Ling, Devin R. McCormack, Frank Tong · 2017 · Journal of Neurophysiology
- Derivatives and inverse of cascaded linear+nonlinear neural modelsMarina Martínez-Garcia, Praveen Cyriac, Thomas Batard, Marcelo Bertalmı́o, Jesús Malo · 2018 · PLoS ONE
- Network Design and the BrainSaket Navlakha, Ziv Bar‐Joseph, Alison L. Barth · 2017 · Trends in Cognitive Sciences
- Toward the Next Generation of Retinal Neuroprosthesis: Visual Computation with SpikesZhaofei Yu, Jian K. Liu, Shanshan Jia, Yichen Zhang, Yajing Zheng, Yonghong Tian, Tiejun Huang · 2020 · Engineering
- Inference of nonlinear receptive field subunits with spike-triggered clusteringNishal P. Shah, Nora Brackbill, Colleen E. Rhoades, Alexandra Kling, Georges A. Goetz, Alan M Litke, Alexander Sher, Eero P. Simoncelli, E. J. Chichilnisky · 2020 · eLife
- Subpopulations of neurons in lOFC encode previous and current rewards at time of choiceDavid L. Hocker, Carlos D. Brody, Cristina Savin, Christine M. Constantinople · 2021 · eLife
- Representation of numerosity in posterior parietal cortexJamie D. Roitman, Elizabeth M. Brannon, Michael L. Platt · 2012 · Frontiers in Integrative Neuroscience
- Hearing in Complex Environments: Auditory Gain Control, Attention, and Hearing LossBenjamin D. Auerbach, Howard J. Gritton · 2022 · Frontiers in Neuroscience
- Towards Understanding Sparse Filtering: A Theoretical PerspectiveFabio Massimo Zennaro, Ke Chen · 2016 · Neural Networks
- Interrogating the mouse thalamus to correct human neurodevelopmental disordersLukas Ian Schmitt, Michael M. Halassa · 2016 · Molecular Psychiatry
- Neuronal Effects of Spatial and Feature Attention Differ Due to NormalizationAmy M. Ni, John H. R. Maunsell · 2019 · Journal of Neuroscience
- The statistics of how natural images drive the responses of neuronsArvind V. Iyer, Johannes Burge · 2019 · Journal of Vision
- Predictive Coding, Variational Autoencoders, and Biological ConnectionsJoseph Marino · 2021 · Neural Computation
- Predicting Cortical Dark/Bright Asymmetries from Natural Image Statistics and Early Visual TransformsEmily A. Cooper, Anthony M. Norcia · 2015 · PLoS Computational Biology
- Dynamic coding of border-ownership in visual cortexOliver W. Layton, Ennio Mingolla B, Arash Yazdanbakhsh · 2012 · Journal of Vision
- Alpha oscillations control cortical gain by modulating excitatory-inhibitory background activityErik J Peterson, Bradley Voytek · 2017 · bioRxiv (Cold Spring Harbor Laboratory)
- Visual temporal attention from perception to computationRachel N. Denison · 2024 · Nature Reviews Psychology
- Spatiochromatic Context Modeling for Color Saliency AnalysisJun Zhang, Meng Wang, Shengping Zhang, Xuelong Li, Xindong Wu · 2015 · IEEE Transactions on Neural Networks and Learning Systems
- Fast intensity adaptation enhances the encoding of sound in DrosophilaJan Clemens, Nofar Ozeri-Engelhard, Mala Murthy · 2018 · Nature Communications
- Computational challenges and opportunities for a bi-directional artificial retinaShah, Nishal P, Chichilnisky, E. J. · 2020 · Journal of Neural Engineering
- Why do linear SVMs trained on HOG features perform so well?Hilton Bristow, Simon Lucey · 2014 · arXiv (Cornell University)
- Hierarchical Models of the Visual SystemThomas Serre · 2014 · Encyclopedia of Computational Neuroscience
- Contour interpolation: A case study in Modularity of MindBrian P. Keane · 2018 · Cognition
- A neural population model for visual pattern detection.Robbe L. T. Goris, Tom Putzeys, Johan P. Wagemans, Felix A. Wichmann · 2013 · Psychological Review
- Relating constructs of attention and working memory to social withdrawal in Alzheimer’s disease and schizophrenia: issues regarding paradigm selectionGary Gilmour, Stefano Porcelli, Valérie Bertaina‐Anglade, Estíbaliz Arce, Juergen Dukart, Anja Hayen, António Lobo, Raúl López‐Antón, Emilio Merlo Pich, Darrel J. Pemberton et al. · 2018 · Neuroscience & Biobehavioral Reviews
- Visual Working Memory Is Independent of the Cortical Spacing Between MemorandaWilliam John Harrison, Paul M. Bays · 2018 · Journal of Neuroscience
- LGN-CNN: A biologically inspired CNN architectureFederico Bertoni, Giovanna Citti, Alessandro Sarti · 2021 · Neural Networks
- Consistent patterns of distractor effects during decision makingBolton K. H. Chau, Chun-Kit Law, Alizée Lopez‐Persem, Miriam C. Klein-Flügge, Matthew F. S. Rushworth · 2020 · eLife
- Artifact- and content-specific quality assessment for MRI with image rulersKe Lei, Ali Syed, Xucheng Zhu, John M. Pauly, Shreyas S. Vasanawala · 2022 · Medical Image Analysis
- A Tweaking Principle for Executive Control: Neuronal Circuit Mechanism for Rule-Based Task Switching and Conflict ResolutionSalva Ardid, Xiao‐Jing Wang · 2013 · Journal of Neuroscience
- An image-computable psychophysical spatial vision modelHeiko H. Schütt, Felix A. Wichmann · 2017 · Journal of Vision
- Reduced crowding and poor contour detection in schizophrenia are consistent with weak surround inhibitionRobol, Valentina, Tibber, Marc S., Anderson, Elaine J., Bobin, Tracy, Carlin, Patricia, Shergill, Sukhwinder S., Dakin, Steven C. · 2013 · PLoS ONE
- Neural plasticity and concepts ontogenyAlessio Plebe, Marco Mazzone · 2016 · Synthese
- The functional form of value normalization in human reinforcement learningSophie Bavard, Stefano Palminteri · 2023 · eLife
- Prediction across sensory modalities: A neurocomputational model of the McGurk effectItsaso Olasagasti, Sophie Bouton, Anne‐Lise Giraud · 2015 · Cortex
- A Hebbian/Anti-Hebbian network derived from online non-negative matrix factorization can cluster and discover sparse featuresCengiz Pehlevan, Dmitri B. Chklovskii · 2014 · Asilomar Conference on Signals, Systems and Computers (ACSSC)
- Time as context: The influence of hierarchical patterning on sensory inferenceJuanita Todd, Anne Petherbridge, Bronte Speirs, Alexander L. Provost, Bryan K. Paton · 2017 · Schizophrenia Research
- Object segmentation controls image reconstruction from natural scenesPeter Neri · 2017 · PLoS Biology
- Emergence of spontaneous assembly activity in developing neural networks without afferent inputMarcus A. Triplett, Lilach Avitan, Geoffrey J. Goodhill · 2018 · PLoS Computational Biology
- Partial Adaptation to the Value Range in the Macaque Orbitofrontal CortexKatherine E. Conen, Camillo Padoa‐Schioppa · 2019 · Journal of Neuroscience
- Image-Computable Ideal Observers for Tasks with Natural StimuliJohannes Burge · 2020 · Annual Review of Vision Science
- Signal Integration in Human Visual Speed PerceptionMatjaž Jogan, Alan A. Stocker · 2015 · Journal of Neuroscience
- Towards a Neural Implementation of Causal Inference in Cue CombinationWei Ji Ma, Masih Rahmati · 2013 · Multisensory Research
- Differing effects of attention in single-units and populations are well predicted by heterogeneous tuning and the normalization model of attentionYuko Hara, Franco Pestilli, Justin L. Gardner · 2014 · Frontiers in Computational Neuroscience
- Retinotopic Patterns of Correlated Fluctuations in Visual Cortex Reflect the Dynamics of Spontaneous Perceptual SuppressionTobias H. Donner, Dov Sagi, Yoram S. Bonneh, David J. Heeger · 2013 · Journal of Neuroscience
- Hierarchical representation of shapes in visual cortex—from localized features to figural shape segregationStephan Tschechne, Heiko Neumann B · 2014 · Frontiers in Computational Neuroscience
- Unreliable Evidence: 2 Sources of Uncertainty During Perceptual ChoiceE Michael, Vincent de Gardelle, Alejo J. Nevado‐Holgado, Christopher Summerfield · 2013 · Cerebral Cortex
- Efficient Neural Codes That Minimize Lp Reconstruction ErrorZhuo Wang, Alan A. Stocker, Daniel D. Lee · 2016 · Neural Computation
- Eigen-Distortions of Hierarchical RepresentationsAlexander Berardino, Johannes Ballé, Valero Laparra, Eero P. Simoncelli · 2017 · arXiv (Cornell University)
- The indeterminacy of computationNir Fresco, B. Jack Copeland, Marty J. Wolf · 2021 · Synthese
- The Neurobiology of Context-Dependent Valuation and ChoiceKenway Louie, Benedetto De Martino · 2013 · Elsevier eBooks
- Normalization in human somatosensory cortexGijs Joost Brouwer, Vanessa Arnedo, Shani Offen, David J. Heeger, Arthur C. Grant · 2015 · Journal of Neurophysiology
- Surround suppression supports second-order feature encoding by macaque V1 and V2 neuronsLuke E. Hallum, J. Anthony Movshon · 2014 · Vision Research
- The cost of misremembering: Inferring the loss function in visual working memoryChris R. Sims · 2015 · Journal of Vision
- Bayesian Models of Brain and BehaviourW.D. Penny · 2012 · ISRN Biomathematics
- Efficient and direct estimation of a neural subunit model for sensory coding.Brett Vintch, Andrew David Zaharia, J. Anthony Movshon, Eero P. Simoncelli · 2012 · PubMed
- Distributed and Dynamic Neural Encoding of Multiple Motion Directions of Transparently Moving Stimuli in Cortical Area MTJianbo Xiao, Xin Huang · 2015 · Journal of Neuroscience
- Pre-synaptic Muscarinic Excitation Enhances the Discrimination of Looming Stimuli in a Collision-Detection NeuronYing Zhu, R. B. Dewell, Hongxia Wang, F. Gabbiani · 2018 · Cell Reports
- Choice-theoretic foundations of the divisive normalization modelKai Steverson, Adam M. Brandenburger, Paul William Glimcher · 2019 · Journal of Economic Behavior & Organization
- Adaptive Processes in Thalamus and Cortex Revealed by Silencing of Primary Visual Cortex during Contrast Adaptation.Jillian L. King, Matthew P. Lowe, Kurt Stover, Aimée A. Wong, N. Crowder · 2016 · Current Biology
- The impact of early visual cortex transcranial magnetic stimulation on visual working memory precision and guess rateRosanne L. Rademaker, Vincent G. van de Ven, Frank Tong, Alexander Thomas Sack · 2017 · PLoS ONE
- Vestibular signals in primate cortex for self-motion perceptionYong Gu · 2018 · Current Opinion in Neurobiology
- A Computational Framework for Realistic Retina ModelingPablo Martínez‐Cañada, Christian A. Morillas, Begoña del Pino, Eduardo Ros, Francisco J. Pelayo · 2016 · International Journal of Neural Systems
- A unifying Bayesian account of contextual effects in value-based choiceFrancesco Rigoli, Christoph D. Mathys, Karl John Friston, Raymond J. Dolan · 2017 · PLoS Computational Biology
- Contrast gain control in mouse auditory cortexJames E. Cooke, Andrew J. King, Ben D. B. Willmore, Jan W. H. Schnupp · 2018 · Journal of Neurophysiology
- Active efficient coding explains the development of binocular vision and its failure in amblyopiaSamuel Eckmann, Lukas Klimmasch, Bertram Emil Shi, Jochen Triesch · 2020 · Proceedings of the National Academy of Sciences
- Different Mechanisms for Supporting Mental Imagery and Perceptual Representations: Modulation Versus ExcitationThomas Pace, Roger Koenig‐Robert, Joel Pearson · 2023 · Psychological Science
- Task-Specific Normalization for Continual Learning of Blind Image Quality ModelsWeixia Zhang, Kede Ma, Guangtao Zhai, Xiaokang Yang · 2024 · IEEE Transactions on Image Processing
- Steady-State Contrast Response Functions Provide a Sensitive and Objective Index of Amblyopic DeficitsDaniel H. Baker, Mathieu Simard, Dave Saint‐Amour, Robert F. Hess · 2015 · Investigative Ophthalmology & Visual Science
- Visual aftereffects and sensory nonlinearities from a single statistical frameworkValero Laparra, Jesús Malo · 2015 · Frontiers in Human Neuroscience
- Texture analysis and perceptionMichael S. Landy · 2013
- History-Dependent Odor Processing in the Mouse Olfactory BulbAmit Vinograd, Yoav Livneh, Adi Mizrahi · 2017 · Journal of Neuroscience
- A signature of neural coding at human perceptual limitsPaul M. Bays · 2016 · Journal of Vision
- Evidence for, and challenges to, sensory recruitment models of visual working memoryKirsten C. S. Adam, Rosanne L. Rademaker, John T. Serences · 2022 · Routledge eBooks
- Mapping the Integration of Sensory Information across Fingers in Human Sensorimotor CortexSpencer A. Arbuckle, J. Andrew Pruszynski, Jörn Diedrichsen · 2022 · Journal of Neuroscience
- Competitive Dynamics in MSTd: A Mechanism for Robust Heading Perception Based on Optic FlowOliver W. Layton, Brett R. Fajen · 2016 · PLoS Computational Biology
- Normative theory of visual receptive fieldsTony Lindeberg · 2021 · Heliyon
- Are Neurodynamic Organizations A Fundamental Property of Teamwork?Ronald H. Stevens, Trysha L. Galloway · 2017 · Frontiers in Psychology
- Organization of Sensory Feature Selectivity in the Whisker SystemMichael Ross Bale, Miguel Maravall · 2017 · Neuroscience