Máté Lengyel

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	All	Since 2016
Citations	3578	2123
h-index	25	21
i10-index	39	27

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Co-authors

Jozsef FiserCentral European UniversityVerified email at ceu.edu
Gergo OrbanHead, Computational Systems Neuroscience Lab, MTA Wigner Research Centre, Budaepst, HungaryVerified email at cam.ac.uk
Peter ErdiKalamazoo CollegeVerified email at kzoo.edu
Pietro BerkesVerified email at brandeis.edu
Richard AslinHaskins Laboratories and Yale UniversityVerified email at yale.edu
Daniel WolpertProfessor of Neuroscience, Columbia UniversityVerified email at columbia.edu
Ferenc HuszarUniversity of CambridgeVerified email at cam.ac.uk
Guillaume HennequinThe University of Cambridge, UKVerified email at cam.ac.uk
B GutkinEcole Normale SuperieureVerified email at ens.fr
Michiel RemmeHumboldt-Universität zu Berlin, GermanyVerified email at hu-berlin.de
Neil HoulsbyGoogleVerified email at google.com
Jean-Pascal PfisterProfessor of Theoretical Neuroscience, Institute of Neuroinformatics, University of Zurich and ETHVerified email at ini.uzh.ch
Cristina SavinNYUVerified email at nyu.edu
Laurence AitchisonUniversity of CambridgeVerified email at cam.ac.uk
Zoubin GhahramaniProfessor, University of Cambridge, and Distinguished Researcher, GoogleVerified email at eng.cam.ac.uk
Balazs B UjfalussyMTA Institute of Experimental MedicineVerified email at koki.mta.hu
Scott Cheng-Hsin YangRutgers UniversityVerified email at rutgers.edu
Jeehyun KwagKorea UniversityVerified email at korea.ac.kr
Tiago BrancoUCL Sainsbury Wellcome CentreVerified email at ucl.ac.uk

Máté Lengyel

Professor of Computational Neuroscience, Department of Engineering, University of Cambridge

Verified email at eng.cam.ac.uk - Homepage

computational neuroscience learning memory computational cognitive science


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Statistically optimal perception and learning: from behavior to neural representations J Fiser, P Berkes, G Orbán, M Lengyel Trends in cognitive sciences 14 (3), 119-130, 2010	623	2010
Spontaneous cortical activity reveals hallmarks of an optimal internal model of the environment P Berkes, G Orbán, M Lengyel, J Fiser Science 331 (6013), 83-87, 2011	598	2011
Bayesian learning of visual chunks by human observers G Orbán, J Fiser, RN Aslin, M Lengyel Proceedings of the National Academy of Sciences 105 (7), 2745-2750, 2008	250	2008
Bayesian active learning for classification and preference learning N Houlsby, F Huszár, Z Ghahramani, M Lengyel arXiv preprint arXiv:1112.5745, 2011	226	2011
Hippocampal contributions to control: the third way M Lengyel, P Dayan Advances in neural information processing systems 20, 889-896, 2007	179	2007
Dynamically detuned oscillations account for the coupled rate and temporal code of place cell firing M Lengyel, Z Szatmáry, P Érdi Hippocampus 13 (6), 700-714, 2003	172	2003
Matching storage and recall: hippocampal spike timing–dependent plasticity and phase response curves M Lengyel, J Kwag, O Paulsen, P Dayan Nature neuroscience 8 (12), 1677-1683, 2005	159	2005
Neural variability and sampling-based probabilistic representations in the visual cortex G Orbán, P Berkes, J Fiser, M Lengyel Neuron 92 (2), 530-543, 2016	141	2016
With or without you: predictive coding and Bayesian inference in the brain L Aitchison, M Lengyel Current opinion in neurobiology 46, 219-227, 2017	93	2017
Statistical treatment of looking-time data. G Csibra, M Hernik, O Mascaro, D Tatone, M Lengyel Developmental psychology 52 (4), 521, 2016	91	2016
Synapses with short-term plasticity are optimal estimators of presynaptic membrane potentials JP Pfister, P Dayan, M Lengyel Nature neuroscience 13 (10), 1271-1275, 2010	79	2010
Democracy-independence trade-off in oscillating dendrites and its implications for grid cells MWH Remme, M Lengyel, BS Gutkin Neuron 66 (3), 429-437, 2010	70	2010
The role of ongoing dendritic oscillations in single-neuron dynamics MWH Remme, M Lengyel, BS Gutkin PLoS Comput Biol 5 (9), e1000493, 2009	57	2009
The dynamical regime of sensory cortex: stable dynamics around a single stimulus-tuned attractor account for patterns of noise variability G Hennequin, Y Ahmadian, DB Rubin, M Lengyel, KD Miller Neuron 98 (4), 846-860. e5, 2018	54	2018
Computational theories on the function of theta oscillations M Lengyel, Z Huhn, P Érdi Biological cybernetics 92 (6), 393-408, 2005	53	2005
Theoretical perspectives on active sensing SCH Yang, DM Wolpert, M Lengyel Current opinion in behavioral sciences 11, 100-108, 2016	51	2016
Goal-directed decision making with spiking neurons J Friedrich, M Lengyel Journal of Neuroscience 36 (5), 1529-1546, 2016	49	2016
Active sensing in the categorization of visual patterns SCH Yang, M Lengyel, DM Wolpert Elife 5, e12215, 2016	48	2016
Fast sampling-based inference in balanced neuronal networks G Hennequin, L Aitchison, M Lengyel Advances in neural information processing systems 27, 2240-2248, 2014	42*	2014
Cognitive tomography reveals complex, task-independent mental representations NMT Houlsby, F Huszár, MM Ghassemi, G Orbán, DM Wolpert, M Lengyel Current Biology 23 (21), 2169-2175, 2013	42	2013

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