Máté Lengyel
Máté Lengyel
Professor of Computational Neuroscience, Department of Engineering, University of Cambridge
Verified email at eng.cam.ac.uk - Homepage
TitleCited byYear
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
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
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
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
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
Bayesian active learning for classification and preference learning
N Houlsby, F Huszár, Z Ghahramani, M Lengyel
arXiv preprint arXiv:1112.5745, 2011
Hippocampal contributions to control: the third way
M Lengyel, P Dayan
Advances in neural information processing systems, 889-896, 2008
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
Statistical treatment of looking-time data.
G Csibra, M Hernik, O Mascaro, D Tatone, M Lengyel
Developmental psychology 52 (4), 521, 2016
Synapses with short-term plasticity are optimal estimators of presynaptic membrane potentials
JP Pfister, P Dayan, M Lengyel
Nature neuroscience 13 (10), 1271, 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
The role of ongoing dendritic oscillations in single-neuron dynamics
M Remme, M Lengyel, B Gutkin
Nature Precedings, 1-1, 2009
With or without you: predictive coding and Bayesian inference in the brain
L Aitchison, M Lengyel
Current opinion in neurobiology 46, 219-227, 2017
Computational theories on the function of theta oscillations
M Lengyel, Z Huhn, P Érdi
Biological cybernetics 92 (6), 393-408, 2005
Goal-directed decision making with spiking neurons
J Friedrich, M Lengyel
Journal of Neuroscience 36 (5), 1529-1546, 2016
Theoretical perspectives on active sensing
SCH Yang, DM Wolpert, M Lengyel
Current opinion in behavioral sciences 11, 100-108, 2016
Active sensing in the categorization of visual patterns
SCH Yang, M Lengyel, DM Wolpert
Elife 5, e12215, 2016
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
Hippocampal rhythm generation: gamma-related theta-frequency resonance in CA3 interneurons
G Orbán, T Kiss, M Lengyel, P Érdi
Biological Cybernetics 84 (2), 123-132, 2001
Fast sampling-based inference in balanced neuronal networks
G Hennequin, L Aitchison, M Lengyel
Advances in neural information processing systems, 2240-2248, 2014
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