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Hierarchical Processing of Auditory Objects in Humans

Sukhbinder Kumar, Klaas E. Stephan, Jason D. Warren, Karl J. Friston, Timothy D. Griffiths
2005 PLoS Computational Biology  
The work supports a computational model of auditory object processing, based on the abstraction of spectro-temporal "templates" in the PT before further analysis of the abstracted form in anterior temporal  ...  This work examines the computational architecture used by the brain during the analysis of the spectral envelope of sounds, an important acoustic feature for defining auditory objects.  ...  Human functional data for the STS demonstrate complex cognitive analysis, including voice processing [32] and the integration of auditory and visual object information [33] .  ... 
doi:10.1371/journal.pcbi.0030100.eor fatcat:afrrae6tl5hslkcm2xjmpiw4f4

Hierarchical Processing of Auditory Objects in Humans

Sukhbinder Kumar, Klaas E. Stephan, Jason D. Warren, Karl J. Friston, Timothy D. Griffiths
2007 PLoS Computational Biology  
The work supports a computational model of auditory object processing, based on the abstraction of spectro-temporal "templates" in the PT before further analysis of the abstracted form in anterior temporal  ...  This work examines the computational architecture used by the brain during the analysis of the spectral envelope of sounds, an important acoustic feature for defining auditory objects.  ...  Human functional data for the STS demonstrate complex cognitive analysis, including voice processing [32] and the integration of auditory and visual object information [33] .  ... 
doi:10.1371/journal.pcbi.0030100 pmid:17542641 pmcid:PMC1885275 fatcat:jc2harxw75fkfew4lmcbsw5x5e

Hierarchical processing of auditory objects in humans

S Kumar, K E Stephan, J D Warren, K J Friston, T D Griffiths
2007
The work supports a computational model of auditory object processing, based on the abstraction of spectro-temporal "templates" in the PT before further analysis of the abstracted form in anterior temporal  ...  The work supports a computational model of auditory object processing, based on the abstraction of spectro-temporal "templates" in the PT before further analysis of the abstracted form in anterior temporal  ...  Human functional data for the STS demonstrate complex cognitive analysis, including voice processing [32] and the integration of auditory and visual object information [33] .  ... 
doi:10.5167/uzh-50392 fatcat:smxuar2wrfazncgvlr6va6y5f4

Neurobiological roots of language in primate audition: common computational properties

Ina Bornkessel-Schlesewsky, Matthias Schlesewsky, Steven L. Small, Josef P. Rauschecker
2015 Trends in Cognitive Sciences  
Here, we present a new perspective on an old question: how does the neurobiology of human language relate to brain systems in nonhuman primates?  ...  We argue that higher-order language combinatorics, including sentence and discourse processing, can be situated in a unified, cross-species dorsal-ventral streams architecture for higher auditory processing  ...  of this manuscript.  ... 
doi:10.1016/j.tics.2014.12.008 pmid:25600585 pmcid:PMC4348204 fatcat:unbpsrxdlvbhrmxbfb6zvebxz4

The what, where and how of auditory-object perception

Jennifer K. Bizley, Yale E. Cohen
2013 Nature Reviews Neuroscience  
prefrontal cortex -has a role in auditory-object processing and perception 2-5 .  ...  However, no consensus has been reached on either the roles of different regions in this pathway in specific elements of auditory-object processing and perception or the contributions of particular cognitive  ...  Y.E.C. is supported by grants from the US National Institute on Deafness and Other Communication Disorders and US National Institutes of Health.  ... 
doi:10.1038/nrn3565 pmid:24052177 pmcid:PMC4082027 fatcat:armchexndvbkhd26xrmbonkpty

Functional Organization of the Ventral Auditory Pathway [chapter]

Yale E. Cohen, Sharath Bennur, Kate Christison-Lagay, Adam M. Gifford, Joji Tsunada
2016 Advances in Experimental Medicine and Biology  
However, in latter parts of the auditory cortex, neurons encode the sensory evidence that forms an auditory decision and are causally involved in the decision process.  ...  This process is called auditory-scene analysis.  ...  Part of that controversy stems from the putative role of A1 in processing auditory "objects" (Nelken 2008 ).  ... 
doi:10.1007/978-3-319-25474-6_40 pmid:27080679 pmcid:PMC5444378 fatcat:w4v4xyj67vgivdhhbzdhyf57uy

The neuroanatomical and functional organization of speech perception

Sophie K. Scott, Ingrid S. Johnsrude
2003 Trends in Neurosciences  
Recent studies of the anatomical and functional organization of the non-human primate auditory cortical system point to multiple, parallel, hierarchically organized processing pathways that involve the  ...  The core, belt and parabelt areas are strikingly hierarchical in their connections and response properties, suggesting that at least three discrete levels of processing within the auditory region can be  ... 
doi:10.1016/s0166-2236(02)00037-1 pmid:12536133 fatcat:j2fwfh4v6vc43jv5wog7b2gh3i

Who Goes There?

Yale E Cohen, C.Mark Wessinger
1999 Neuron  
about the The role of the human auditory cortex in spatial prolocation of a sound source.  ...  For example, the activation in the auditory corinformation about auditory objects.  ...  cortex that are cortex in auditory object processing.  ... 
doi:10.1016/s0896-6273(00)81024-7 pmid:10624940 fatcat:zs2l6ds5qzdmdg3iv4tfa6lvue

CSRNCVA: A model of cross-media semantic retrieval based on neural computing of visual and auditory sensations

Yang Liu, Kun Cai, Chun Liu, Fengbin Zheng
2018 Neural Network World  
In this paper, we analyze the hierarchy, the functionality and the structure of visual and auditory in the brain.  ...  The cognitive function and neural structure for visual and auditory information process are an important reference for the study of brain-inspired CSR.  ...  The human brain is one of the most complex systems in nature. Brain-inspired computing is a simulation of the human brain in function and structure.  ... 
doi:10.14311/nnw.2018.28.018 fatcat:e6kg3h5f2zaqpbotjn2aty5y4e

A model for multimodal humanlike perception based on modular hierarchical symbolic information processing, knowledge integration, and learning

Rosemarie Velik
2007 2007 2nd Bio-Inspired Models of Network, Information and Computing Systems  
Information from diverse sensors is transformed into symbolic representations and processed in parallel in a modular, hierarchical fashion.  ...  In this article, a model for humanlike perception is introduced based on hierarchical modular fusion of multi-sensory data, symbolic information processing, integration of knowledge and memory, and learning  ...  The information processing structure proposed in this paper is inspired by the modular hierarchical organization of the human brain as described in section 3.2.  ... 
doi:10.1109/bimnics.2007.4610105 fatcat:ye73yb4owbffzbdncdjthqhsve

A Model for Multimodal Humanlike Perception based on Modular Hierarchical Symbolic Information Processing, Knowledge Integration, and Learning

Rosemarie Velik
2007 Proceedings of the 2nd International Conference on Bio-Inspired Models of Network Information and Computing Systems  
Information from diverse sensors is transformed into symbolic representations and processed in parallel in a modular, hierarchical fashion.  ...  In this article, a model for humanlike perception is introduced based on hierarchical modular fusion of multi-sensory data, symbolic information processing, integration of knowledge and memory, and learning  ...  The information processing structure proposed in this paper is inspired by the modular hierarchical organization of the human brain as described in section 3.2.  ... 
doi:10.4108/icst.bionetics2007.2421 dblp:conf/bionetics/Velik07 fatcat:o7rml6ac2ze2tcx7ts4gkalogu

Phoneme and word recognition in the auditory ventral stream

I. DeWitt, J. P. Rauschecker
2012 Proceedings of the National Academy of Sciences of the United States of America  
Using a meta-analytic approach incorporating more than 100 functional imaging experiments, we show that preference for complex sounds emerges in the human auditory ventral stream in a hierarchical fashion  ...  In a hierarchical pattern-recognition scheme (8), coding in the earliest cortical field would reflect the tuning and organization of primary auditory cortex (or core) (2, 3, 13).  ...  We thank Max Riesenhuber, Marc Ettlinger, and two anonymous reviewers for comments helpful to the development of this manuscript.  ... 
doi:10.1073/pnas.1113427109 pmid:22308358 pmcid:PMC3286918 fatcat:5tmi23vkune7hpzvbynsxwd7r4

The Cognitive Neuropsychology of Auditory Hallucinations: A Parallel Auditory Pathways Framework

J. C. Badcock
2008 Schizophrenia Bulletin  
("where") of auditory objects.  ...  The current review offers a reexamination of the nature of auditory hallucinations in schizophrenia using this object-based framework.  ...  More recently, neuroimaging and neuropsychological studies have revealed similar parallel and hierarchically organized pathways in the human auditory system, specialized for processing the identity of  ... 
doi:10.1093/schbul/sbn128 pmid:18835839 pmcid:PMC2879695 fatcat:md23vwbennaoxkgpfdv4qmu3ia

A Neurocognitive Analysis Of Rhythmic Memory Process As A Social Space Phenomenon

Eva Bonda
2007 Proceedings of the SMC Conferences  
In agreement with the anatomical organization of the monkey brain, the results are compatible with a hierarchical model of primate auditory processing in which the center of activity moves anterolaterally  ...  away from primary auditory cortex as the processing of melodic sounds proceeds.  ... 
doi:10.5281/zenodo.849404 fatcat:qw6jpa3uybcahfrri3l3jgawqy

Auditory object salience: human cortical processing of non-biological action sounds and their acoustic signal attributes

James W. Lewis, William J. Talkington, Katherine C. Tallaksen, Chris A. Frum
2012 Frontiers in Systems Neuroscience  
In the auditory system, though relying on a rather different set of low-level signal attributes, meaningful real-world acoustic events and "auditory objects" can also be readily distinguished from background  ...  In the visual system, several low-level attributes of an image are processed along parallel hierarchies, involving intermediate stages wherein gross-level object form and/or motion features are extracted  ...  Robert Cox and Ziad Saad for continual development of AFNI and related software for cortical surface data analyses, and Dr. Kristin Ropella for suggestions on acoustic signal processing.  ... 
doi:10.3389/fnsys.2012.00027 pmid:22582038 pmcid:PMC3348722 fatcat:pedn72hhfjcyppwgac2sdkvwzi
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