Máté Lengyel

Spontaneous Cortical Activity Reveals Hallmarks of an Optimal Internal Model of the Environment

Pietro Berkes, Gergő Orbán, Máté Lengyel et al. · Science · 2011 · 833 citations · Full text

Developmental Cognitive Neuroscience, Brain Mechanism, Affective Neuroscience +21

Bayesian Active Learning for Classification and Preference Learning

Neil Houlsby, Ferenc Huszár, Zoubin Ghahramani et al. · arXiv (Cornell University) · 2011 · 489 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +22

Neural Variability and Sampling-Based Probabilistic Representations in the Visual Cortex

Gergő Orbán, Pietro Berkes, József Fiser et al. · Neuron · 2016 · 291 citations · Full text

Early Vision, Cognitive Science, Neural Variability +8

Bayesian learning of visual chunks by human observers

Gergő Orbán, József Fiser, Richard Ν. Aslin et al. · Proceedings of the National Academy of Sciences · 2008 · 265 citations · Full text

Scene Analysis, Object Categorization, Machine Learning +17

Contextual inference underlies the learning of sensorimotor repertoires

James B. Heald, Máté Lengyel, Daniel M. Wolpert · Nature · 2021 · 232 citations · Full text

Cognitive Science, Motor Learning, Sensorimotor Transformation +8