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[HTML][HTML] The predictive coding account of psychosis
Fueled by developments in computational neuroscience, there has been increasing interest
in the underlying neurocomputational mechanisms of psychosis. One successful approach …
in the underlying neurocomputational mechanisms of psychosis. One successful approach …
[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 …
theories of neural function. While proponents praise its explanatory potential, critics object …
Allostatic self-efficacy: A metacognitive theory of dyshomeostasis-induced fatigue and depression
KE Stephan, ZM Manjaly, CD Mathys… - Frontiers in human …, 2016 - frontiersin.org
This paper outlines a hierarchical Bayesian framework for interoception,
homeostatic/allostatic control, and meta-cognition that connects fatigue and depression to …
homeostatic/allostatic control, and meta-cognition that connects fatigue and depression to …
Music in the brain
Music is ubiquitous across human cultures—as a source of affective and pleasurable
experience, moving us both physically and emotionally—and learning to play music shapes …
experience, moving us both physically and emotionally—and learning to play music shapes …
Spectral-temporal EEG dynamics of speech discrimination processing in infants during sleep
PM Gilley, K Uhler, K Watson, C Yoshinaga-Itano - BMC neuroscience, 2017 - Springer
Background Oddball paradigms are frequently used to study auditory discrimination by
comparing event-related potential (ERP) responses from a standard, high probability sound …
comparing event-related potential (ERP) responses from a standard, high probability sound …
Visual mismatch negativity: a predictive coding view
G Stefanics, J Kremláček, I Czigler - Frontiers in human neuroscience, 2014 - frontiersin.org
An increasing number of studies investigate the visual mismatch negativity (vMMN) or use
the vMMN as a tool to probe various aspects of human cognition. This paper reviews the …
the vMMN as a tool to probe various aspects of human cognition. This paper reviews the …
Brain responses in humans reveal ideal observer-like sensitivity to complex acoustic patterns
We use behavioral methods, magnetoencephalography, and functional MRI to investigate
how human listeners discover temporal patterns and statistical regularities in complex sound …
how human listeners discover temporal patterns and statistical regularities in complex sound …
Expectation and attention in hierarchical auditory prediction
Hierarchical predictive coding suggests that attention in humans emerges from increased
precision in probabilistic inference, whereas expectation biases attention in favor of …
precision in probabilistic inference, whereas expectation biases attention in favor of …
Computational approaches to psychiatry
KE Stephan, C Mathys - Current opinion in neurobiology, 2014 - Elsevier
Highlights•We summarize recent progress in computational and physiological
models.•These advances provide a basis for future diagnostic applications in psychiatry.•A …
models.•These advances provide a basis for future diagnostic applications in psychiatry.•A …
An information-theoretic perspective on the costs of cognition
In statistics and machine learning, model accuracy is traded off with complexity, which can
be viewed as the amount of information extracted from the data. Here, we discuss how …
be viewed as the amount of information extracted from the data. Here, we discuss how …