Minoli D., Occhiogrosso B. AI Applications to Communications and Information Technologies: The Role of Ultra Deep Neural Networks

IEEE Press / John Wiley & Sons, 2024. — 493 p. — ISBN: 9781394190010.Artificial intelligence, which enables computers or computer-controlled systems to perform tasks that ordinarily require human-like intelligence and decision-making, has revolutionized computing and digital industries like few other developments in recent history. Tools like artificial neural networks, large language models, and deep learning have quickly become integral aspects of modern life. With research and development into AI technologies proceeding at lightning speeds, the potential applications of these new technologies are all but limitless. AI Applications to Communications and Information Technologies offers a cutting-edge introduction to AI applications in one particular set of disciplines. Beginning with an overview of foundational concepts in AI, it then moves through numerous possible extensions of this technology into networking and telecommunications. The result is an essential introduction for researchers and technology undergrad/grad studstudentske. AI Applications to Communications and Information Technologies offers a cutting-edge introduction to AI applications in one particular set of disciplines. Beginning with an overview of foundational concepts in AI, it then moves through numerous possible extensions of this technology into networking and telecommunications. The result is an essential introduction for researchers and technology undergrad/grad students alike.Overview.Current and Evolving Applications to Natural Language Processing.
Current and Evolving Applications to Speech Processing.
Current and Evolving Applications to Video and Imaging.
Current and Evolving Applications to IoT and Applications to Smart Buildings and Energy Management.
Current and Evolving Applications to Network Cybersecurity.
Current and Evolving Applications to Network Management.