Sensory Cue Integration

Released on by Julia Trommershauser
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  • Sensory Cue Integration Book Detail

  • Author : Julia Trommershauser
  • Release Date : 2011
  • Publisher : Computational Neuroscience
  • Genre : Medical
  • Pages : 461
  • ISBN 13 : 0195387244
  • File Size : 29,29 MB
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Sensory Cue Integration by Julia Trommershauser PDF Summary

Book Description: This book is concerned with sensory cue integration both within and between sensory modalities, and focuses on the emerging way of thinking about cue combination in terms of uncertainty. These probabilistic approaches derive from the realization that our sensors are noisy and moreover are often affected by ambiguity. For example, mechanoreceptor outputs are variable and they cannot distinguish if a perceived force is caused by the weight of an object or by force we are producing ourselves. The probabilistic approaches elaborated in this book aim at formalizing the uncertainty of cues. They describe cue combination as the nervous system's attempt to minimize uncertainty in its estimates and to choose successful actions. Some computational approaches described in the chapters of this book are concerned with the application of such statistical ideas to real-world cue-combination problems. Others ask how uncertainty may be represented in the nervous system and used for cue combination. Importantly, across behavioral, electrophysiological and theoretical approaches, Bayesian statistics is emerging as a common language in which cue-combination problems can be expressed

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Sensory Cue Integration

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This book is concerned with sensory cue integration both within and between sensory modalities, and focuses on the emerging way of thinking about cue combinatio

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An accessible introduction to constructing and interpreting Bayesian models of perceptual decision-making and action. Many forms of perception and action can be

Sensory Cue Integration

Sensory Cue Integration

File Size : 39,39 MB
Total View : 4362 Views
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This book is concerned with sensory cue integration both within and between sensory modalities, and focuses on the emerging way of thinking about cue combinatio