Deep Neural Networks: WASD Neuronet Models, Algorithms, and Applications

1st Edition

Yunong Zhang, Dechao Chen, Chengxu Ye

Chapman and Hall/CRC
March 15, 2019 Forthcoming
Reference - 384 Pages - 148 B/W Illustrations
ISBN 9781138387034 - CAT# K399057
Series: Chapman & Hall/CRC Artificial Intelligence and Robotics Series

For Instructors Request Inspection Copy

was $149.95

USD$119.96

SAVE ~$29.99

Add to Wish List
FREE Standard Shipping!

Summary

Deep Neural Networks: WASD Neuronet Models, Algorithms, and Applications introduces deep neural networks, with a focus on the weights-and-structure determination (WASD) algorithm. Based on the authors’ 20 years of research experience on neuronets, the book explores the models, algorithms, and applications of the WASD neuronet, and allows reader to extend the techniques in the book to solve scientific and engineering problems. The book will be of interest to engineers, senior undergraduates, postgraduates, and researchers in the fields of neuronets, computer mathematics, computer science, artificial intelligence, numerical algorithms, optimization, simulation and modeling, deep learning and data mining.

Features

  • Focuses on neuronet models, algorithms, and applications
  • Designs, constructs, develops, analyzes, simulates and compares various WASD neuronet models, such as single-input WASD neuronet models, two-input WASD neuronet models, three-input WASD neuronet models, and general multi-input WASD neuronet models for function data approximations
  • Includes real-world applications, such as population prediction
  • Provides complete mathematical foundations, such as Weierstrass approximation, Bernstein polynomial approximation, Taylor polynomial approximation, and multivariate function approximation, exploring the close integration of mathematics (i.e., function approximation theories) and computers (e.g., computer algorithms).
  • Utliizes the authors' 20 years of research on neuronets

Instructors

We provide complimentary e-inspection copies of primary textbooks to instructors considering our books for course adoption.

Request an
e-inspection copy

Share this Title