TY - BOOK AU - Graupe, Daniel TI - Deep leaning neural networks: design and case studies SN - 9780000988546 U1 - 006.31 GRA-D PY - 2020/// CY - New Jersey PB - World Scientific KW - Neural networks (Computer science)--Design KW - Machine learning KW - Neural networks (Computer science) N1 - Deep learning neural networks are the fastest-growing field in machine learning. It serves as a powerful computational tool for solving prediction, decision, diagnosis, detection and decision problems based on a well-defined computational architecture. It has been successfully applied to a broad field of applications ranging from computer security, speech recognition, image and video recognition to industrial fault detection, medical diagnostics and finance. This comprehensive textbook is the first in the newly emerging field. Numerous case studies are succinctly demonstrated in the text. It is intended for use as a one-semester graduate Level University text and as a textbook for research and development establishments in the industry, medicine and financial research ER -