Behavior Analysis of a Deep Feedforward Neural Network by Varying the Weight Initialization Methods

2020 ◽  
pp. 167-175
Author(s):  
Geetika Srivastava ◽  
Shubham Vashisth ◽  
Ishika Dhall ◽  
Shipra Saraswat
Keyword(s):  
Neural Network ◽  
Behavior Analysis ◽  
Feedforward Neural Network ◽  
Weight Initialization

Operational Determination of the Activated Sludge Process Using Neural Networks

1992 ◽  
Vol 26 (9-11) ◽  
pp. 2461-2464 ◽  
Author(s):  
R. D. Tyagi ◽  
Y. G. Du
Keyword(s):  
Neural Network ◽  
Neural Networks ◽  
Steady State ◽  
Activated Sludge ◽  
Feedforward Neural Network ◽  
Training Data ◽  
Activated Sludge Process

A steady-statemathematical model of an activated sludgeprocess with a secondary settler was developed. With a limited number of training data samples obtained from the simulation at steady state, a feedforward neural network was established which exhibits an excellent capability for the operational prediction and determination.

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