Author

Gábor Lengyel

Institute of Science and Technology AustriaORCID 0000-0002-1535-3250Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Neuroscience· 2

Signature Assays, Organisms & Methods

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Approach:Bayesian inference· 2 Research Focus:host-pathogen & immune response· 1 Organism:non-human primate· 1 Research Focus:synaptic & neural circuits· 1

Frequent Co-Authors

Gregory C. DeAngelisiD· 2 shared Ralf M. HaefneriD· 2 shared Sabyasachi ShivkumariD· 2 shared Akiyuki Anzai· 1 shared Grace F DiRisioiD· 1 shared Yelin Dong· 1 shared

Activity by Year

2025-2025 · peak 2/yr

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6 top collaborators · 15 mutual co-author links

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2 shared papersNeuroscience

Gregory C. DeAngelisORCID

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2 papers

Recent·Most cited

NeurosciencebioRxivPreprintSep 17, 2025

Bayesian causal inference unifies perceptual and neuronal processing of center-surround motion in area MT

Gábor Lengyel, Sabyasachi Shivkumar, Gregory C. DeAngelis, Ralf M. Haefner

This paper shows that Bayesian causal inference explains both perceptual and neuronal center-surround motion effects in area MT by linking motion integration and contextual response modulation.

DOI 10.1101/2025.09.17.676722

Bayesian inferencehost-pathogen & immune response

NeurosciencePLoS BiologyPeer-reviewedMay 20, 2025

How to reward animals based on their subjective percepts: A Bayesian approach to online estimation of perceptual biases.

Yelin Dong, Gábor Lengyel, Sabyasachi Shivkumar…·Gregory C. DeAngelis

The paper develops a Bayesian method to estimate perceptual biases in animals during task performance and adjusts rewards based on these estimates to minimize bias distortion.

2 citations

non-human primateBayesian inference