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As a challenging topic in computer science, artificial intelligence integrates technologies in many fields, such as mathematics, neuropsychology, information theory, cybernetics and so on. At present, artificial intelligence is more and more involved in people's daily life, from the academic community to all aspects of people's life. This book mainly introduces the typical models represented by deep learning in neural networks after the second renaissance of artificial intelligence. Since the second renaissance of artificial intelligence, convolutional neural network, recurrent neural network,…mehr

Produktbeschreibung
As a challenging topic in computer science, artificial intelligence integrates technologies in many fields, such as mathematics, neuropsychology, information theory, cybernetics and so on. At present, artificial intelligence is more and more involved in people's daily life, from the academic community to all aspects of people's life. This book mainly introduces the typical models represented by deep learning in neural networks after the second renaissance of artificial intelligence. Since the second renaissance of artificial intelligence, convolutional neural network, recurrent neural network, long-term and short-term memory network, guided learning and advanced learning, emerged like roots' springing up. This book will mainly focus on these neural network models emerging in recent years, and introduce on these topics one by one. Also, with the rapid development of machine intelligence, an increasing number of websites have been visited by machines, how to distinguish the visitoris human or machine? In this book, for the major crisis events, we discuss the applications of blockchain technology, artificial intelligence and other related technology innovation.
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Autorenporträt
Xun Liang tem trabalhado nos campos das redes sociais, aprendizagem de máquinas, e sistemas de informação financeira durante mais de 20 anos. É o perito principal de muitos projectos de investigação e industriais. Publicou mais de 250 artigos e 20 livros, e solicitou ou obteve mais de 50 patentes de invenção.