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A Brief Guide to Artificial Intelligence
Taschenbuch von James V Stone
Sprache: Englisch

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Beschreibung
Artificial intelligence (AI) has now mastered tasks which could, until recently, be performed only by humans. These tasks include cancer diagnosis, drug design, object recognition, speech recognition, chess, backgammon and Go, which AI systems perform at super-human levels of performance.
This richly illustrated book is a brief but comprehensive overview (without equations) of current AI systems, how they work, their applications, and their limitations. Artificial neural networks, which are the engines of AI, are introduced in the context of deep learning algorithms. After surveying the impressive capabilities of AI systems on certain tasks, the limited ability of AI to perform tasks that humans find trivial is discussed. The strengths and weaknesses of the key neural network learning algorithms employed by AI are then described. Finally, the question of whether AI systems can be intelligent is discussed, along with the controversial issue of machine consciousness. Written in an informal style, with a comprehensive Glossary and a list of Further Readings, this book represents an ideal introduction to the rapidly evolving field of AI.
Artificial intelligence (AI) has now mastered tasks which could, until recently, be performed only by humans. These tasks include cancer diagnosis, drug design, object recognition, speech recognition, chess, backgammon and Go, which AI systems perform at super-human levels of performance.
This richly illustrated book is a brief but comprehensive overview (without equations) of current AI systems, how they work, their applications, and their limitations. Artificial neural networks, which are the engines of AI, are introduced in the context of deep learning algorithms. After surveying the impressive capabilities of AI systems on certain tasks, the limited ability of AI to perform tasks that humans find trivial is discussed. The strengths and weaknesses of the key neural network learning algorithms employed by AI are then described. Finally, the question of whether AI systems can be intelligent is discussed, along with the controversial issue of machine consciousness. Written in an informal style, with a comprehensive Glossary and a list of Further Readings, this book represents an ideal introduction to the rapidly evolving field of AI.
Über den Autor
Dr James Stone is an Honorary Reader in Vision and Computational Neuroscience at the University of Sheffield, England.
Details
Erscheinungsjahr: 2020
Genre: Informatik
Rubrik: Naturwissenschaften & Technik
Medium: Taschenbuch
Seiten: 62
ISBN-13: 9781916279117
ISBN-10: 1916279112
Sprache: Englisch
Ausstattung / Beilage: Paperback
Einband: Kartoniert / Broschiert
Autor: Stone, James V
Hersteller: Tutorial Introductions
Maße: 229 x 152 x 4 mm
Von/Mit: James V Stone
Erscheinungsdatum: 30.03.2020
Gewicht: 0,106 kg
preigu-id: 118207130
Über den Autor
Dr James Stone is an Honorary Reader in Vision and Computational Neuroscience at the University of Sheffield, England.
Details
Erscheinungsjahr: 2020
Genre: Informatik
Rubrik: Naturwissenschaften & Technik
Medium: Taschenbuch
Seiten: 62
ISBN-13: 9781916279117
ISBN-10: 1916279112
Sprache: Englisch
Ausstattung / Beilage: Paperback
Einband: Kartoniert / Broschiert
Autor: Stone, James V
Hersteller: Tutorial Introductions
Maße: 229 x 152 x 4 mm
Von/Mit: James V Stone
Erscheinungsdatum: 30.03.2020
Gewicht: 0,106 kg
preigu-id: 118207130
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