TY  - BOOK
AU  - Zhang,Yunong 
AU  - Chen,Dechao 
AU  - Ye, Chengxu 
TI  -  Toward deep neural networks : : WASD neuronet models, algorithms, and applications
SN  - 9780367656492
U1  - 006.32 
PY  - 2020///
CY  - Boca Raton
PB  -  Chapman & Hall/CRC, 
KW  - Neural networks (Computer science)
KW  - Business and Economics
KW  - Statistics
N1  - Includes  Index, bibliography and glossary; 

; I Single-Input-Single-Output Neuronet; 1 Single-Input Euler-Polynomial WASD Neuronet
; 2 Single-Input Bernoulli-Polynomial WASD Neuronet
; 3 Single-Input Laguerre-Polynomial WASD Neuronet
; II Two-Input-Single-Output Neuronet
; 4 Two-Input Legendre-Polynomial WASD Neuronet
; 5 Two-Input Chebyshev-Polynomial-of-Class-1WASD Neuronet
; 6 Two-Input Chebyshev-Polynomial-of-Class-2 WASD Neuronet
; III Three-Input-Single-Output Neuronet
; 7 Three-Input Euler-Polynomial WASD Neuronet
; 8 Three-Input Power-Activation WASD Neuronet
; IV General Multi-Input Neuronet; 
9 Multi-Input Euler-Polynomial WASD Neuronet
; 10 Multi-Input Bernoulli-Polynomial WASD Neuronet
; 11 Multi-Input Hermite-Polynomial WASD Neuronet
; 12 Multi-Input Sine-ActivationWASD Neuronet
; 
; V Population Applications Using Chebyshev-Activation Neuronet; 13 Application to Asian Population Prediction
; 14 Application to European Population Prediction
; 15 Application to Oceania Population Prediction
; 16 Application to Northern American Population Prediction
; 17 Application to Indian Subcontinent Population Prediction
; 18 Application to World Population Prediction
; VI Population Applications Using Power-Activation Neuronet
; 19 Application to Russian Population Prediction
; 20 WASD Neuronet versus BP Neuronet Applied to Russia Population Prediction
; 21 Application to Chinese Population Prediction
; 22 WASD Neuronet versus BP Neuronet Applied to Chinese Population Prediction
; VII Other Applications
; 23 Application to USPD Prediction
; 24 Application to Time Series Prediction
; 25 Application to GFR Estimation
N2  - 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
ER  -