TY - BOOK AU - Graupe,Daniel TI - Principles of artificial neural networks T2 - Advanced series on circuits and systems ; vol 8 SN - 9789814522731 (hbk) U1 - 006.32 PY - 2020/// CY - Singapore PB - world scientific KW - Neural networks (Computer science) N2 - The field of Artificial Neural Networks is the fastest growing field in Information Technology and specifically, in Artificial Intelligence and Machine Learning. This must-have compendium presents the theory and case studies of artificial neural networks. The volume, with 4 new chapters, updates the earlier edition by highlighting recent developments in Deep-Learning Neural Networks, which are the recent leading approaches to neural networks. Uniquely, the book also includes case studies of applications of neural networks ? demonstrating how such case studies are designed, executed and how their results are obtained. The title is written for a one-semester graduate or senior-level undergraduate course on artificial neural networks. It is also intended to be a self-study and a reference text for scientists, engineers and for researchers in medicine, finance and data mining ER -