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Sensory Cue Integration

Julia Trommershäuser, Konrad Kording, and Michael S. Landy (eds)

Published in print:
2011
Published Online:
September 2012
ISBN:
9780195387247
eISBN:
9780199918379
Item type:
book
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780195387247.001.0001
Subject:
Psychology, Cognitive Neuroscience, Cognitive Psychology

This book provides an introduction into both computational models and experimental paradigms that are concerned with sensory cue integration both within and between sensory modalities. Importantly, ... More


Connectionist Explorations of Multiple-Cue Integration in Syntax Acquisition

Morten H. Christiansen, Rick Dale, and Florencia Reali

in Neoconstructivism: The New Science of Cognitive Development

Published in print:
2009
Published Online:
February 2010
ISBN:
9780195331059
eISBN:
9780199864072
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780195331059.003.0005
Subject:
Psychology, Cognitive Psychology, Developmental Psychology

This chapter hypothesizes that integrating multiple probabilistic cues (phonological, prosodic, and distributional) by perceptually attuned general-purpose learning mechanisms, may hold promise for ... More


Priors and Learning in Cue Integration

Anna Seydell, David C. Knill, and Julia Trommershäuser

in Sensory Cue Integration

Published in print:
2011
Published Online:
September 2012
ISBN:
9780195387247
eISBN:
9780199918379
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780195387247.003.0009
Subject:
Psychology, Cognitive Neuroscience, Cognitive Psychology

This chapter reviews the role of prior knowledge for the integration of sensory information and discusses how priors can be modified by experience. It shows that prior knowledge affects perception at ... More


Modeling Cue Integration in Cluttered Environments

Maneesh Sahani and Louise Whiteley

in Sensory Cue Integration

Published in print:
2011
Published Online:
September 2012
ISBN:
9780195387247
eISBN:
9780199918379
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780195387247.003.0005
Subject:
Psychology, Cognitive Neuroscience, Cognitive Psychology

This chapter lays out one approach to describing the inferential problem encountered when integrating multiple different cues that may arise from many different objects. By switching representations ... More


Humans' Multisensory Perception, from Integration to Segregation, Follows Bayesian Inference

Ladan Shams and Ulrik Beierholm

in Sensory Cue Integration

Published in print:
2011
Published Online:
September 2012
ISBN:
9780195387247
eISBN:
9780199918379
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780195387247.003.0013
Subject:
Psychology, Cognitive Neuroscience, Cognitive Psychology

This chapter first discusses experimental findings showing that multisensory perception encompasses a spectrum of phenomena ranging from full integration (or fusion), to partial integration, to ... More


Multisensory Perception: From Integration to Remapping

Marc O. Ernst and Massimiliano Di Luca

in Sensory Cue Integration

Published in print:
2011
Published Online:
September 2012
ISBN:
9780195387247
eISBN:
9780199918379
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780195387247.003.0012
Subject:
Psychology, Cognitive Neuroscience, Cognitive Psychology

The brain receives information about the environment from all the sensory modalities, including vision, touch, and audition. To interact efficiently with the environment, this information must ... More


A Neural Implementation of Optimal Cue Integration

Wei Ji Ma, Jeff Beck, and Alexandre Pouget

in Sensory Cue Integration

Published in print:
2011
Published Online:
September 2012
ISBN:
9780195387247
eISBN:
9780199918379
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780195387247.003.0021
Subject:
Psychology, Cognitive Neuroscience, Cognitive Psychology

This chapter lays out a theoretical framework for how optimal cue integration can be implemented by neural populations. The main significance of this framework does not merely lie in understanding ... More


All Together Now: Learning through Multiple Sources

Natasha Kirkham

in Neoconstructivism: The New Science of Cognitive Development

Published in print:
2009
Published Online:
February 2010
ISBN:
9780195331059
eISBN:
9780199864072
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780195331059.003.0002
Subject:
Psychology, Cognitive Psychology, Developmental Psychology

This chapter describes a theory of multiple cue integration, supporting the acquisition of complex knowledge. The “great blooming, buzzing confusion” of the perceptual world actually holds a wealth ... More


Discovering Verbs Through Multiple-Cue Integration

Morten H. Christiansen and Padraic Monaghan

in Action Meets Word: How children learn verbs

Published in print:
2006
Published Online:
April 2010
ISBN:
9780195170009
eISBN:
9780199893300
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780195170009.003.0004
Subject:
Psychology, Developmental Psychology, Clinical Child Psychology / School Psychology

This chapter discusses how children may accomplish the difficult task of verb learning, focusing on the integration of multiple language-internal cues to verb forms. It first reviews previous work on ... More


Computational Models of Multisensory Integration in the Cat Superior Colliculus

Benjamin A. Rowland, Barry E. Stein, and Terrence R. Stanford

in Sensory Cue Integration

Published in print:
2011
Published Online:
September 2012
ISBN:
9780195387247
eISBN:
9780199918379
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780195387247.003.0018
Subject:
Psychology, Cognitive Neuroscience, Cognitive Psychology

This chapter discusses four models of the integration of visual and auditory cues in the cat superior colliculus. Models 1–3 are analytical models, each incorporating elements of the former but also ... More


Animal Navigation: A Synthesis

Jan Wiener, Sara Shettleworth, Verner P. Bingman, Ken Cheng, Susan Healy, Lucia F. Jacobs, Kathryn J. Jeffery, Hanspeter A. Mallot, Randolf Menzel, and Nora S. Newcombe

in Animal Thinking: Contemporary Issues in Comparative Cognition

Published in print:
2011
Published Online:
May 2016
ISBN:
9780262016636
eISBN:
9780262298988
Item type:
chapter
Publisher:
The MIT Press
DOI:
10.7551/mitpress/9780262016636.003.0005
Subject:
Psychology, Social Psychology

Navigation appeared early in the evolution of animals and occurs in all mobile species. The vast array of navigational capabilities in various species poses a challenge to describe and understand ... More


Simple Heuristics and Rules of Thumb: Where Psychologists and Behavioural Biologists Might Meet

John M.C. Hutchinson and Gerd Gigerenzer

in Heuristics: The Foundations of Adaptive Behavior

Published in print:
2011
Published Online:
May 2011
ISBN:
9780199744282
eISBN:
9780199894727
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780199744282.003.0005
Subject:
Psychology, Cognitive Psychology, Human-Technology Interaction

The Centre for Adaptive Behavior and Cognition (ABC) has hypothesized that much human decision making can be described by simple algorithmic process models (heuristics). This chapter explains this ... More


Language Acquisition through Multiple-Cue Integration

Morten H. Christiansen and Nick Chater

in Creating Language: Integrating Evolution, Acquisition, and Processing

Published in print:
2016
Published Online:
January 2017
ISBN:
9780262034319
eISBN:
9780262334778
Item type:
chapter
Publisher:
The MIT Press
DOI:
10.7551/mitpress/9780262034319.003.0005
Subject:
Linguistics, Psycholinguistics / Neurolinguistics / Cognitive Linguistics

Chapter 5 proposes that language has evolved to rely on a multitude of probabilistic information sources for its acquisition, allowing language to be as expressive as possible while still being ... More


Bayesian Models of Sensory Cue Integration

David C. Knill

in Bayesian Brain: Probabilistic Approaches to Neural Coding

Published in print:
2006
Published Online:
August 2013
ISBN:
9780262042383
eISBN:
9780262294188
Item type:
chapter
Publisher:
The MIT Press
DOI:
10.7551/mitpress/9780262042383.003.0009
Subject:
Neuroscience, Disorders of the Nervous System

This chapter discusses how the Bayesian probability theory can be used as a framework in integrating multiple sensory cues, introduces elements of Bayesian theories of perception, and describes some ... More


Comparators and Weightings: Neurocognitive Accounts of Agency

Matthis Synofzik

in The Sense of Agency

Published in print:
2015
Published Online:
September 2015
ISBN:
9780190267278
eISBN:
9780190267308
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780190267278.003.0013
Subject:
Psychology, Cognitive Psychology, Social Psychology

Research on the neurocognitive underpinnings and disruptions of the sense of agency has been greatly inspired by a simple computational account of agency: the comparator model. However, this account ... More


What Are the Nodes? Unitization and Configural Learning vs. Selective Attention

Vsevolod Kapatsinski

in Changing Minds Changing Tools: From Learning Theory to Language Acquisition to Language Change

Published in print:
2018
Published Online:
September 2019
ISBN:
9780262037860
eISBN:
9780262346313
Item type:
chapter
Publisher:
The MIT Press
DOI:
10.7551/mitpress/9780262037860.003.0004
Subject:
Psychology, Cognitive Psychology

This chapter introduces the debate between elemental and configural learning models. Configural models represent both a whole pattern and its parts as separate nodes, which are then both associable, ... More


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