Articles with public access mandates - Máté LengyelLearn more
Available somewhere: 42
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
Mandates: Swiss National Science Foundation, US National Institutes of Health
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
Mandates: Swiss National Science Foundation, US National Institutes of Health
With or without you: predictive coding and Bayesian inference in the brain
L Aitchison, M Lengyel
Current opinion in neurobiology 46, 219-227, 2017
Mandates: Wellcome Trust
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
Mandates: US National Science Foundation, Swiss National Science Foundation, Hungarian …
Statistical treatment of looking-time data.
G Csibra, M Hernik, O Mascaro, D Tatone, M Lengyel
Developmental psychology 52 (4), 521, 2016
Mandates: Wellcome Trust, European Commission
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
Mandates: US National Science Foundation, Swiss National Science Foundation, US …
Contextual inference underlies the learning of sensorimotor repertoires
JB Heald, M Lengyel, DM Wolpert
Nature 600 (7889), 489-493, 2021
Mandates: US National Institutes of Health, UK Engineering and Physical Sciences …
Cortical-like dynamics in recurrent circuits optimized for sampling-based probabilistic inference
R Echeveste, L Aitchison, G Hennequin, M Lengyel
Nature Neuroscience 23, 1138–1149, 2020
Mandates: Wellcome Trust, Human Frontier Science Program
Theoretical perspectives on active sensing
SCH Yang, DM Wolpert, M Lengyel
Current opinion in behavioral sciences 11, 100-108, 2016
Mandates: Wellcome Trust, Human Frontier Science Program
Active sensing in the categorization of visual patterns
SCH Yang, M Lengyel, DM Wolpert
Elife 5, e12215, 2016
Mandates: Wellcome Trust, Human Frontier Science Program
Global and multiplexed dendritic computations under in vivo-like conditions
BB Ujfalussy, JK Makara, M Lengyel, T Branco
Neuron 100 (3), 579-592. e5, 2018
Mandates: Howard Hughes Medical Institute, UK Medical Research Council, Wellcome Trust …
The Hamiltonian brain: Efficient probabilistic inference with excitatory-inhibitory neural circuit dynamics
L Aitchison, M Lengyel
PLoS computational biology 12 (12), e1005186, 2016
Mandates: Wellcome Trust
Planning in the brain
MG Mattar, M Lengyel
Neuron 110 (6), 914-934, 2022
Mandates: Wellcome Trust, European Commission, Royal Society UK
Fast sampling-based inference in balanced neuronal networks
G Hennequin, L Aitchison, M Lengyel
Advances in neural information processing systems 27, 2014
Mandates: Swiss National Science Foundation, Wellcome Trust
Goal-directed decision making with spiking neurons
J Friedrich, M Lengyel
Journal of Neuroscience 36 (5), 1529-1546, 2016
Mandates: Swiss National Science Foundation, Wellcome Trust
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
Mandates: Hungarian Academy of Sciences, Wellcome Trust
Exact natural gradient in deep linear networks and application to the nonlinear case
A Bernacchia, M Lengyel, G Hennequin
Advances in Neural Information Processing Systems 31, 5941-5950, 2018
Mandates: Wellcome Trust
Contextual inference in learning and memory
JB Heald, M Lengyel, DM Wolpert
Trends in Cognitive Sciences 27, 43-64, 2023
Mandates: US National Institutes of Health, Wellcome Trust, European Commission
Representations of uncertainty: where art thou?
Á Koblinger, J Fiser, M Lengyel
Current Opinion in Behavioral Sciences 38, 150-162, 2021
Mandates: Wellcome Trust, European Commission, Human Frontier Science Program
Optimal recall from bounded metaplastic synapses: predicting functional adaptations in hippocampal area CA3
C Savin, P Dayan, M Lengyel
PLoS computational biology 10 (2), e1003489, 2014
Mandates: Wellcome Trust
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