User profiles for Micha Heilbron

Micha Heilbron

Department of Brain & Cognition, University of Amsterdam
Verified email at donders.ru.nl
Cited by 1529

A hierarchy of linguistic predictions during natural language comprehension

M Heilbron, K Armeni, JM Schoffelen… - Proceedings of the …, 2022 - National Acad Sciences
Understanding spoken language requires transforming ambiguous acoustic streams into a
hierarchy of representations, from phonemes to meaning. It has been suggested that the …

How do expectations shape perception?

FP De Lange, M Heilbron, P Kok - Trends in cognitive sciences, 2018 - cell.com
Perception and perceptual decision-making are strongly facilitated by prior knowledge
about the probabilistic structure of the world. While the computational benefits of using prior …

[HTML][HTML] Great expectations: is there evidence for predictive coding in auditory cortex?

M Heilbron, M Chait - Neuroscience, 2018 - Elsevier
Predictive coding is possibly one of the most influential, comprehensive, and controversial
theories of neural function. While proponents praise its explanatory potential, critics object that …

[HTML][HTML] Word contexts enhance the neural representation of individual letters in early visual cortex

M Heilbron, D Richter, M Ekman, P Hagoort… - Nature …, 2020 - nature.com
Visual context facilitates perception, but how this is neurally implemented remains unclear.
One example of contextual facilitation is found in reading, where letters are more easily …

[HTML][HTML] Confidence resets reveal hierarchical adaptive learning in humans

M Heilbron, F Meyniel - PLoS computational biology, 2019 - journals.plos.org
Hierarchical processing is pervasive in the brain, but its computational significance for learning
under uncertainty is disputed. On the one hand, hierarchical models provide an optimal …

[HTML][HTML] Visual input that matches the content of visual working memory requires less (not faster) evidence sampling to reach conscious access

S Gayet, L van Maanen, M Heilbron… - Journal of …, 2016 - jov.arvojournals.org
The content of visual working memory (VWM) affects the processing of concurrent visual input.
Recently, it has been demonstrated that stimuli are released from interocular suppression …

Cortical activity during naturalistic music listening reflects short-range predictions based on long-term experience

P Kern, M Heilbron, FP de Lange, E Spaak - elife, 2022 - elifesciences.org
Expectations shape our experience of music. However, the internal model upon which
listeners form melodic expectations is still debated. Do expectations stem from Gestalt-like …

Tracking naturalistic linguistic predictions with deep neural language models

M Heilbron, B Ehinger, P Hagoort… - arXiv preprint arXiv …, 2019 - arxiv.org
Prediction in language has traditionally been studied using simple designs in which neural
responses to expected and unexpected words are compared in a categorical fashion. …

Reconstructing the predictive architecture of the mind and brain

FP de Lange, LM Schmitt, M Heilbron - Trends in Cognitive Sciences, 2022 - cell.com
Predictive processing has become an influential framework in cognitive neuroscience. However,
it often lacks specificity and direct empirical support. How can we probe the nature and …

[HTML][HTML] Lexical processing strongly affects reading times but not skipping during natural reading

M Heilbron, J van Haren, P Hagoort, FP de Lange - Open Mind, 2023 - direct.mit.edu
In a typical text, readers look much longer at some words than at others, even skipping
many altogether. Historically, researchers explained this variation via low-level visual or …