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Deep Learning Neural Networks is thefastest growing field in machine learning.It serves as a powerful computational toolfor solving prediction, decision, diagnosis,detection and decision problems based ona well-defined computational architecture.It has been successfully applied to a broadfield of applications ranging from computersecurity, speech recognition, image and videorecognition to industrial fault detection,medical diagnostics and finance.This comprehensive textbook is the first in thenew emerging field. Numerous case studiesare succinctly demonstrated in the text. It isintended for use as a one-semester graduateleveluniversity text and as a textbook forresearch and development establishments inindustry, medicine and financial research.