This enthralling book alerts us to nothing less than the existence of new varieties of life. Some of these species can move and eat, see, reproduce, and die. Some behave like birds or ants. One such life form may turn out to be our best weapon in the war against AIDS. What these…
Artificial neural networks are nonlinear mapping systems whose structure is loosely based on principles observed in the nervous systems of humans and animals. The basic idea is that massive systems of simple units linked together in appropriate ways can generate many complex and…
This comprehensive edited 2-volume handbook provides a unique platform for researchers, engineers, developers, educators and advanced students in the field of Big Data analytics. The first volume presents methodologies that support Big Data analytics, while the second volume off…
Providing detailed examples of simple applications, this new book introduces the use of neural networks. It covers simple neural nets for pattern classification; pattern association; neural networks based on competition; adaptive-resonance theory; and more. For professionals wor…
This comprehensive book is intended to be both a tutorial on flexible and cognitive radio access technologies for 5G and beyond and an advanced overview for technical professionals and managers in the communications industry, as well as researchers in academia and industry
The book consists of 15 chapters dealing with the following subjects: hardware security threats; IP/IC piracy threats of reversible circuits; persistent fault analysis on block ciphers; EMC techniques in design of IC chips; hardware obfuscation for IP protection; formal verifica…
Neural networks are information processing systems that can learn, generalize and even allow model development when component formulas are missing. This text demonstrates how to use neural networks to create models, evaluate models, and conquer some of the toughest RF and microw…
The ICT industry is a major consumer of global energy. The energy crisis, global warming problems, dramatic growth in data traffic and the increased complexity of emerging networks are pushing academic and industry research towards the development of energy-saving and energy-eff…
Following an introduction to neural network technology, this study explores recent research developments in the field. The topics discussed include electronic speech and vision, the fundamentals and applications of neural control, the application of neural networks to process co…
Following an introduction to neural network technology, this study explores recent research developments in the field. The topics discussed include electronic speech and vision, the fundamentals and applications of neural control, the application of neural networks to process co…
This tutorial text provides the reader with an understanding of artificial neural networks (ANNs) and their application, beginning with the biological systems which inspired them, through the learning methods that have been developed and the data collection processes, to the man…
Radar Waveform Design Based on Optimization Theory
The book contains 10 chapters and the following topics are dealt with: On recent advances of binary sequence designs and their applications; Quadratic optimization for unimodular sequence synthesis and applications; A computational design of phase-only (possibly binary) sequence…
Fusion of Neural Networks, Fuzzy Systems and Genetic Algorithms integrates neural networks, fuzzy systems, and evolutionary computing in system design that enables its readers to handle complexity - offsetting the demerits of one paradigm by the merits of another. This book pres…
Fusion of Neural Networks, Fuzzy Systems and Genetic Algorithms integrates neural networks, fuzzy systems, and evolutionary computing in system design that enables its readers to handle complexity - offsetting the demerits of one paradigm by the merits of another. This book pres…