Evolution of Artificial Neural Development

In search of learning genes

Gul Muhammad Khan (Autor)

Buch | Softcover

XIII, 139 Seiten

2018 | Softcover reprint of the original 1st ed. 2018
Springer International Publishing (Verlag)
9783319884356 (ISBN)

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This book presents recent research on the evolution of artificial neural development, and searches for learning genes. It is fascinating to see how all biological cells share virtually the same traits, but humans have a decided edge over other species when it comes to intelligence. Although DNA decides the form each particular species takes, does it also account for intelligent behaviour in living beings?

The authors explore the factors that are perceived as intelligent behaviour in living beings and the incorporation of these factors in machines using genetic programming, which ultimately provides a platform for exploring the possibility of machines that can learn by themselves, i.e. that can "learn how to learn".

The book will be of interest not only to the specialized scientific community pursuing machine intelligence, but also general readers who would like to know more about the incorporation of intelligent behaviour in machines, inspired by the human brain.

Making the Computer 'Brained'.- The Biology of Brain:An insight into the Human Brain.- Evolutionary Computation.- Artificial Neural Network (ANNs).- Structure and Operation of Cartesian Genetic Programming Developmental Network (CGPDN) Model.- Wumpus World.- Checkers.- Concluding Remarks and Future Directions.

Erscheint lt. Verlag	25.8.2018
Reihe/Serie	Studies in Computational Intelligence
Zusatzinfo	XIII, 139 p. 55 illus., 28 illus. in color.
Verlagsort	Cham
Sprache	englisch
Maße	155 x 235 mm
Gewicht	248 g
Themenwelt	Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
Themenwelt	Technik
Schlagworte	Artificial Neural Development • CGPDN • Computational Intelligence • Evolution • Learning Genes
ISBN-13	9783319884356 / 9783319884356
Zustand	Neuware