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Artificial Intelligence and Brain Research
Neural Networks, Deep Learning and the Future of Cognition

English · Paperback / Softback

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How does artificial intelligence (AI) work and are there parallels to the human brain? What do natural and artificial intelligence have in common, and what are the differences? Is the brain nothing more than a biological computer? What are neural networks and how can the term deep learning be explained simply?
Since the cognitive revolution in the middle of the last century, AI and brain research have been closely intertwined. There have been several spectacular breakthroughs in the field of AI in recent years, from alphaGo to DALL-E 2 and ChatGPT, which were completely unthinkable until recently. However, researchers are already working on the innovations of tomorrow, such as hybrid machine learning or neuro-symbolic AI. But what does this actually mean?
Based on current research findings and exciting practical examples, this non-fiction book provides an understandable introduction to the basics and challenges of these fascinating disciplines. You will learn what neuroscience and psychology know about how the brain works and how artificial intelligence works. You will also learn how AI has revolutionized our understanding of the brain and how findings from brain research are used in computer science to further develop AI algorithms. Discover the fascinating world of these two disciplines. Find out why artificial intelligence and brain research are two sides of the same coin and how they will shape our future.
 

About the author

Patrick Krauss
studied medicine, computer science and physics. After completing his doctorate in neuroscience, he habilitated in linguistics on the subject of language processing in neural networks and the brain. He researches and teaches at the University of Erlangen-Nuremberg and the University Hospital Erlangen on topics at the interface of neuroscience, artificial intelligence and language. His scientific work includes over 80 publications.

Summary

How does artificial intelligence (AI) work and are there parallels to the human brain? What do natural and artificial intelligence have in common, and what are the differences? Is the brain nothing more than a biological computer? What are neural networks and how can the term deep learning be explained simply?

Since the cognitive revolution in the middle of the last century, AI and brain research have been closely intertwined. There have been several spectacular breakthroughs in the field of AI in recent years, from
alphaGo
to
DALL-E 2
and
ChatGPT
, which were completely unthinkable until recently. However, researchers are already working on the innovations of tomorrow, such as hybrid machine learning or neuro-symbolic AI. But what does this actually mean?

Based on current research findings and exciting practical examples, this non-fiction book provides an understandable introduction to the basics and challenges of these fascinating disciplines. You will learn what neuroscience and psychology know about how the brain works and how artificial intelligence works. You will also learn how AI has revolutionized our understanding of the brain and how findings from brain research are used in computer science to further develop AI algorithms. Discover the fascinating world of these two disciplines. Find out why artificial intelligence and brain research are two sides of the same coin and how they will shape our future.
 

Additional text

“This well-written book is for anyone who wants to explore the challenges and future of AI.” (J. Arul, Computing Reviews, May 27, 2025)

Report

This well-written book is for anyone who wants to explore the challenges and future of AI. (J. Arul, Computing Reviews, May 27, 2025)

Product details

Authors Patrick Krauss
Publisher Springer, Berlin
 
Content Book
Product form Paperback / Softback
Publication date 13.07.2024
Subject Natural sciences, medicine, IT, technology > Medicine > Non-clinical medicine
 
EAN 9783662689790
ISBN 978-3-662-68979-0
Pages 260
Illustrations XII, 260 p. 32 illus.
Dimensions (packing) 15.5 x 1.4 x 23.5 cm
Weight (packing) 417 g
 
Subjects Informatik, Medizin, Gesundheit, Künstliche Intelligenz, machine learning, Algorithms, Artificial Intelligence, Deep Learning, Psychology, Neuroscience, Biomedizinische Technik, computer science, Awareness, Robot, Neural Networks, Neurosciences, Artificial Intelligence (AI), Neurobiology, Cognitive Science, Neuroengineering, Brain Research, ChatGPT, alphaGo, DALL-E 2, Language Processing, autonomous driving, Black Box Problem, Cognitive revolution, Mind Brain Machine
 

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