The Digital Synaptic Neural Substrate

A New Approach to Computational Creativity
1. Auflage 2016
ISBN: 978-3-319-28078-3
Verlag: Springer International Publishing

Buch, Englisch, 119 Seiten, Format (B × H): 155 mm x 235 mm, Gewicht: 2175 g

Reihe: SpringerBriefs in Cognitive Computation

This book describes a new computational approach to creativity. With chess as the domain of investigation, the authors show experimentally how a computer can be imbued with the 'spark' of creativity that enables it to compose chess problems or puzzles that are both challenging and aesthetically appealing to humans. This new approach called the Digital Synaptic Neural Substrate (DSNS) mimics the brain's ability to combine fragments of seemingly unrelated information from different domains (such as chess, photographs and music) to inspire itself to create new objects in any of them. Representing the cutting edge in computational creativity research, this book will be useful to students, educators and researchers in the field as well as artificial intelligence (AI) practitioners, in general.

Zielgruppe

Research

Autoren/Hrsg.

Iqbal, Azlan

Guid, Matej

Haghighi, Boshra

Colton, Simon

Krivec, Jana

Azman, Shazril

Fachgebiete

• Interdisziplinäres Wissenschaften Wissenschaften Interdisziplinär Neurowissenschaften, Kognitionswissenschaft
• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz
• Mathematik | Informatik EDV | Informatik Informatik Theoretische Informatik
• Medizin | Veterinärmedizin Medizin | Public Health | Pharmazie | Zahnmedizin Klinische und Innere Medizin Neurologie, Klinische Neurowissenschaft

Inhaltsverzeichnis

Preface.- Introduction.- Review.- Methodology.- Experimental work.- Consolidation of results.- Conclusions.- Index.- Appendix A.- Appendix B.- Appendix C.- Appendix D.- Appendix E.- Appendix F.