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Impact of Attention on Perception in Cognitive Dynamic Systems

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Description:This book provides insights into developing better algorithms for machine learning, artificial intelligence and signal processing. The authors build mainly on two topics: Cognitive Dynamic Systems (CDS), which is a well-established paradigm originated in the Cognitive Systems Lab of McMaster University, and attention, an essential cognitive function the neurobiological root of which is assumed to be the reentry of neuronal firings through feedback connections. This book focuses completely on the perceptual part of a CDS, or in short, the "perceptor", which is the part responsible for visualizing the environment. In this regard, inspired by the mammalian brain, an important step has been taken to redesign the perceptor and therefore improve its functionality in light of "attention", a function that is essential to cognition. The authors demonstrate how the end result is an improved performance for the perceptor in the face of uncertainties and better separation of relevant information from irrelevant information.We have made it easy for you to find a PDF Ebooks without any digging. And by having access to our ebooks online or by storing it on your computer, you have convenient answers with Impact of Attention on Perception in Cognitive Dynamic Systems. To get started finding Impact of Attention on Perception in Cognitive Dynamic Systems, you are right to find our website which has a comprehensive collection of manuals listed.
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Pages: 250

Format: PDF, EPUB & Kindle Edition

Publisher: Wiley

Release: 2023

ISBN: 1119215463

Description: This book provides insights into developing better algorithms for machine learning, artificial intelligence and signal processing. The authors build mainly on two topics: Cognitive Dynamic Systems (CDS), which is a well-established paradigm originated in the Cognitive Systems Lab of McMaster University, and attention, an essential cognitive function the neurobiological root of which is assumed to be the reentry of neuronal firings through feedback connections. This book focuses completely on the perceptual part of a CDS, or in short, the "perceptor", which is the part responsible for visualizing the environment. In this regard, inspired by the mammalian brain, an important step has been taken to redesign the perceptor and therefore improve its functionality in light of "attention", a function that is essential to cognition. The authors demonstrate how the end result is an improved performance for the perceptor in the face of uncertainties and better separation of relevant information from irrelevant information.We have made it easy for you to find a PDF Ebooks without any digging. And by having access to our ebooks online or by storing it on your computer, you have convenient answers with Impact of Attention on Perception in Cognitive Dynamic Systems. To get started finding Impact of Attention on Perception in Cognitive Dynamic Systems, you are right to find our website which has a comprehensive collection of manuals listed.
Our library is the biggest of these that have literally hundreds of thousands of different products represented.

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Impact of Attention on Perception in Cognitive Dynamic Systems

Impact of Attention on Perception in Cognitive Dynamic Systems

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