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Sensory Cue Integration.
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Emne: Psykologi og uddannelse
Sensory Cue Integration (Computational Neuroscience Series) 1st Edition
af Julia Trommershauser , Konrad Kording , Michael S.Landy
Product details
Publisher : Oxford University Press; 1st edition (September 14, 2011)
Language : English
Hardcover : 464 pages
ISBN-10 : 0195387244
ISBN-13 : 978-0195387247
Item Weight : 2.9 pounds
Dimensions : 10.1 x 1.1 x 7.4 inches
Ny pris 1.386 kr .
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, across behavioral, electrophysiological and theoretical approaches, Bayesian statistics is emerging as a common language in which cue-combination problems can be expressed. This book focuses on the emerging probabilistic way of thinking about these problems. These approaches derive from the realization that all 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 computational approaches described 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, such as shape and depth perception. Other parts of the book ask how uncertainty may be represented in the nervous system and used for cue combination.
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Sidst redigeret: 10.3.2025 kl. 16:18 ・ Annonce-ID: 8065322
