Zhang,Yunong  <br/><br/>
Toward deep neural networks :   WASD neuronet models, algorithms, and applications/ 
by Yunong Zhang, Dechao Chen , Chengxu Ye  
 - 1st ed. 
 - Boca Raton:   Chapman & Hall/CRC,    2020 
 - xxv, 341p.:  ill.;  26 cm. 
 - Chapman & Hall/CRC artificial intelligence and robotics series .
<br/><br/>Includes  Index, bibliography and glossary 
<br/><br/><br/><br/>  I Single-Input-Single-Output Neuronet  1 Single-Input Euler-Polynomial WASD Neuronet <br/> 2 Single-Input Bernoulli-Polynomial WASD Neuronet <br/> 3 Single-Input Laguerre-Polynomial WASD Neuronet <br/>  II Two-Input-Single-Output Neuronet <br/> 4 Two-Input Legendre-Polynomial WASD Neuronet <br/> 5 Two-Input Chebyshev-Polynomial-of-Class-1WASD Neuronet <br/> 6 Two-Input Chebyshev-Polynomial-of-Class-2 WASD Neuronet <br/>  III Three-Input-Single-Output Neuronet <br/> 7 Three-Input Euler-Polynomial WASD Neuronet  <br/> 8 Three-Input Power-Activation WASD Neuronet <br/>  IV General Multi-Input Neuronet  <br/>9 Multi-Input Euler-Polynomial WASD Neuronet <br/> 10 Multi-Input Bernoulli-Polynomial WASD Neuronet <br/> 11 Multi-Input Hermite-Polynomial WASD Neuronet <br/> 12 Multi-Input Sine-ActivationWASD Neuronet <br/> <br/>  V Population Applications Using Chebyshev-Activation Neuronet  13 Application to Asian Population Prediction <br/> 14 Application to European Population Prediction <br/> 15 Application to Oceania Population Prediction <br/> 16 Application to Northern American Population Prediction <br/> 17 Application to Indian Subcontinent Population Prediction <br/> 18 Application to World Population Prediction <br/>  VI Population Applications Using Power-Activation Neuronet <br/> 19 Application to Russian Population Prediction <br/> 20 WASD Neuronet versus BP Neuronet Applied to Russia Population Prediction <br/> 21 Application to Chinese Population Prediction <br/> 22 WASD Neuronet versus BP Neuronet Applied to Chinese Population Prediction <br/>  VII Other Applications <br/> 23 Application to USPD Prediction <br/> 24 Application to Time Series Prediction <br/> 25 Application to GFR Estimation 
<br/><br/> This book 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. 
<br/><br/><label>ISBN: </label>9780367656492 
<br/><br/><label>Subjects--Topical Terms: </label><br/>Neural networks (Computer science)<br/>Business and Economics--Statistics
<br/><br/><label>Dewey Class. No.: </label>006.32  / ZHT