Cognitive Networks |
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| Author:
| Haykin, Simon |
| Series title: | Adaptive and Cognitive Dynamic Systems: Signal Processing, Learning, Communications and Control Ser. |
| ISBN: | 978-1-118-97569-5 |
| Publication Date: | Apr 2016 |
| Publisher: | John Wiley & Sons, Incorporated
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| Book Format: | Online resource |
| List Price: | USD $120.00 |
Book Description:
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Cognitive systems are modeled after the highly complex, integrated network that is the human brain. Haykin describes the fundamental issues pertaining to performance characterizations of complex dynamic systems, including perceptual attention, controlled attention, working memory, and decisionmaking based on big data. The book presents the cognitive network as a system of systems. The primary examples of cognitive networks presented are cognitive radar networks and cognitive...
More DescriptionCognitive systems are modeled after the highly complex, integrated network that is the human brain. Haykin describes the fundamental issues pertaining to performance characterizations of complex dynamic systems, including perceptual attention, controlled attention, working memory, and decisionmaking based on big data.
The book presents the cognitive network as a system of systems. The primary examples of cognitive networks presented are cognitive radar networks and cognitive radio networks (both open-access and market-driven). The book is supported by seven appendices covering, among others, probability theory, Bayesian inference, the method of stochastic gradients, and Fisher information, all of which are applicable to multiple sections in the book.