Lengyel, Máté

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

Berkes, P., Orbán, G., Lengyel, M., & Fiser, J. (2011) · Science

Visual perception and processing mechanismsNeural dynamics and brain function

Cited by 782

Statistically optimal perception and learning: from behavior to neural representations

Fiser, J., Berkes, P., Orbán, G., & Lengyel, M. (2010) · Trends in Cognitive Sciences

Neural dynamics and brain functionVisual perception and processing mechanisms

Cited by 672

Bayesian Active Learning for Classification and Preference Learning

Houlsby, N., Huszár, F., Ghahramani, Z., & Lengyel, M. (2011) · arXiv

Machine Learning and AlgorithmsGaussian Processes and Bayesian Inference

Cited by 507

With or without you: predictive coding and Bayesian inference in the brain

Aitchison, L., & Lengyel, M. (2017) · Current Opinion in Neurobiology

Embodied and Extended CognitionNeural dynamics and brain function

Cited by 308

Global and Multiplexed Dendritic Computations under In Vivo-like Conditions

Ujfalussy, B. B., Makara, J. K., Lengyel, M., & Branco, T. (2018) · Neuron

Neural dynamics and brain functionNeuroscience and Neuropharmacology Research

Cited by 114

The Hamiltonian Brain: Efficient Probabilistic Inference with Excitatory-Inhibitory Neural Circuit Dynamics

Aitchison, L., & Lengyel, M. (2016) · PLOS Computational Biology

Neural dynamics and brain functionVisual perception and processing mechanisms

Cited by 67