Modern Approaches in Machine Learning & Cognitive Science: A Walkthrough

Modern Approaches in Machine Learning & Cognitive Science: A Walkthrough (Studies in Computational Intelligence Book 1027)
Author: Vinit Kumar Gunjan and Jacek M. Zurada
Publisher Finelybook 出版社:Springer; 1st ed. 2022 edition (April 23, 2022)
Language 语言:English
pages 页数:569 pages
ISBN-10 书号:303096633X
ISBN-13 书号:9783030966331

Book Description
This book provides a systematic and comprehensive overview of AI and machine learning which have got the ability to identify patterns in large and complex data sets. A remarkable success has been experienced in the last decade by emulating the brain computer interface. It presents the cognitive science methods and technologies that have played an important role at the core of practical solutions for a wide scope of tasks between handheld apps, industrial process control, autonomous vehicles, environmental policies, life sciences, playing computer games, computational theory, and engineering development. The chapters in this book focuses on audiences interested in machine learning, cognitive and neuro-inspired computational systems, their theories, mechanisms, and architecture, which underline human and animal behaviour, and their application to conscious and intelligent systems. In the current version, it focuses on the successful implementation and step-by-step explanation of practical applications of the domain. It also offers a wide range of inspiring and interesting cutting-edge contributions on applications of machine learning and cognitive science such as healthcare products, medical electronics, and gaming.

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