How deep is the brain? The shallow brain hypothesis

M Suzuki, CMA Pennartz, J Aru - Nature Reviews Neuroscience, 2023 - nature.com
Deep learning and predictive coding architectures commonly assume that inference in
neural networks is hierarchical. However, largely neglected in deep learning and predictive …

Attention and prediction in human audition: a lesson from cognitive psychophysiology

E Schröger, A Marzecová… - European Journal of …, 2015 - Wiley Online Library
Attention is a hypothetical mechanism in the service of perception that facilitates the
processing of relevant information and inhibits the processing of irrelevant information …

[图书][B] The auditory system at the cocktail party

JC Middlebrooks, JZ Simon, AN Popper, RR Fay - 2017 - Springer
The ASA Press imprint represents a collaboration between the Acoustical Society of America
and Springer dedicated to encouraging the publication of important new books in acoustics …

[HTML][HTML] Predictability effects in auditory scene analysis: a review

A Bendixen - Frontiers in neuroscience, 2014 - frontiersin.org
Many sound sources emit signals in a predictable manner. The idea that predictability can
be exploited to support the segregation of one source's signal emissions from the …

[HTML][HTML] Auditory perceptual objects as generative models: Setting the stage for communication by sound

I Winkler, E Schröger - Brain and language, 2015 - Elsevier
Communication by sounds requires that the communication channels (ie speech/speakers
and other sound sources) had been established. This allows to separate concurrently active …

Predictive coding in auditory perception: challenges and unresolved questions

SL Denham, I Winkler - European Journal of Neuroscience, 2020 - Wiley Online Library
Predictive coding is arguably the currently dominant theoretical framework for the study of
perception. It has been employed to explain important auditory perceptual phenomena, and …

[HTML][HTML] Binocular rivalry reveals an out-of-equilibrium neural dynamics suited for decision-making

R Cao, A Pastukhov, S Aleshin, M Mattia, J Braun - elife, 2021 - elifesciences.org
In ambiguous or conflicting sensory situations, perception is often 'multistable'in that it
perpetually changes at irregular intervals, shifting abruptly between distinct alternatives. The …

Predictive regularity representations in violation detection and auditory stream segregation: from conceptual to computational models

E Schröger, A Bendixen, SL Denham, RW Mill… - Brain topography, 2014 - Springer
Predictive accounts of perception have received increasing attention in the past 20 years.
Detecting violations of auditory regularities, as reflected by the Mismatch Negativity (MMN) …

[HTML][HTML] Markov chains as a proxy for the predictive memory representations underlying mismatch negativity

E Schröger, U Roeber, N Coy - Frontiers in Human Neuroscience, 2023 - frontiersin.org
Events not conforming to a regularity inherent to a sequence of events elicit prediction error
signals of the brain such as the Mismatch Negativity (MMN) and impair behavioral task …

[HTML][HTML] Laminar specificity of the auditory perceptual awareness negativity: A biophysical modeling study

C Fernandez Pujol, EG Blundon… - PLoS computational …, 2023 - journals.plos.org
How perception of sensory stimuli emerges from brain activity is a fundamental question of
neuroscience. To date, two disparate lines of research have examined this question. On one …