User profiles for Micha Heilbron
Micha HeilbronDepartment of Brain & Cognition, University of Amsterdam Verified email at donders.ru.nl Cited by 1529 |
A hierarchy of linguistic predictions during natural language comprehension
Understanding spoken language requires transforming ambiguous acoustic streams into a
hierarchy of representations, from phonemes to meaning. It has been suggested that the …
hierarchy of representations, from phonemes to meaning. It has been suggested that the …
How do expectations shape perception?
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 …
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 …
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
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 …
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 …
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
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 …
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
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 …
listeners form melodic expectations is still debated. Do expectations stem from Gestalt-like …
Tracking naturalistic linguistic predictions with deep neural language models
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. …
responses to expected and unexpected words are compared in a categorical fashion. …
Reconstructing the predictive architecture of the mind and brain
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 …
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
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 …
many altogether. Historically, researchers explained this variation via low-level visual or …