How deep is the brain? The shallow brain hypothesis
Deep learning and predictive coding architectures commonly assume that inference in
neural networks is hierarchical. However, largely neglected in deep learning and predictive …
neural networks is hierarchical. However, largely neglected in deep learning and predictive …
Attention and prediction in human audition: a lesson from cognitive psychophysiology
Attention is a hypothetical mechanism in the service of perception that facilitates the
processing of relevant information and inhibits the processing of irrelevant information …
processing of relevant information and inhibits the processing of irrelevant information …
[BUCH][B] The auditory system at the cocktail party
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 …
and Springer dedicated to encouraging the publication of important new books in acoustics …
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 …
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
Communication by sounds requires that the communication channels (ie speech/speakers
and other sound sources) had been established. This allows to separate concurrently active …
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 …
perception. It has been employed to explain important auditory perceptual phenomena, and …
Binocular rivalry reveals an out-of-equilibrium neural dynamics suited for decision-making
In ambiguous or conflicting sensory situations, perception is often 'multistable'in that it
perpetually changes at irregular intervals, shifting abruptly between distinct alternatives. The …
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
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) …
Detecting violations of auditory regularities, as reflected by the Mismatch Negativity (MMN) …
Markov chains as a proxy for the predictive memory representations underlying mismatch negativity
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 …
signals of the brain such as the Mismatch Negativity (MMN) and impair behavioral task …
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 …
neuroscience. To date, two disparate lines of research have examined this question. On one …