Projection Recurrent Neural Network Model: A New Strategy to Solve Weapon-Target Assignment Problem

2019 ◽  
Vol 50 (3) ◽  
pp. 3045-3057
Author(s):  
Alireza Shojaeifard ◽  
Ali Nakhaei Amroudi ◽  
Amin Mansoori ◽  
Majid Erfanian
Keyword(s):  
Neural Network ◽  
Network Model ◽  
Recurrent Neural Network ◽  
Neural Network Model ◽  
Assignment Problem ◽  
Target Assignment ◽  
New Strategy

How to Compare Two Quantities? A Computational Model of Flutter Discrimination

2007 ◽  
Vol 19 (3) ◽  
pp. 409-419 ◽  
Author(s):  
Tom Verguts
Keyword(s):  
Neural Network ◽  
Computational Model ◽  
Network Model ◽  
Neural Network Model ◽  
Assignment Problem ◽  
Time Window ◽  
Cognitive Domains ◽  
Supervised Training ◽  
Comparison Problem ◽  
Stimulus Time

A task that has been intensively studied at the neural level is f lutter discrimination. I argue that f lutter discrimination entails a combination of a temporal assignment problem and a quantity comparison problem, and propose a neural network model of how these problems are solved. The network combines unsupervised and one-layer supervised training. The unsupervised part clusters input features (stimulus + time window) and the supervised part categorizes the resulting clusters. After training, the model shows a good fit with both neural and behavioral properties. New predictions are outlined and links with other cognitive domains are pointed out.

An efficient strategy for predicting river dissolved oxygen concentration: application of deep recurrent neural network model

2021 ◽  
Vol 193 (12) ◽  
Author(s):  
Salar Valizadeh Moghadam ◽  
Ahmad Sharafati ◽  
Hajar Feizi ◽  
Seyed Mohammad Saeid Marjaie ◽  
Seyed Babak Haji Seyed Asadollah ◽  
...  
Keyword(s):  
Neural Network ◽  
Dissolved Oxygen ◽  
Oxygen Concentration ◽  
Network Model ◽  
Recurrent Neural Network ◽  
Neural Network Model ◽  
Dissolved Oxygen Concentration ◽  
Efficient Strategy ◽  
Deep Recurrent Neural Network

Dynamics of Vertebral Column Observed by Stereovision and Recurrent Neural Network Model

2005 ◽  
pp. 51-60
Author(s):  
C. Fernando Mugarra Gonzalez ◽  
Stanisław Jankowski ◽  
Jacek J. Dusza ◽  
Vicente Carrilero López ◽  
Javier M. Duart Clemente
Keyword(s):  
Neural Network ◽  
Network Model ◽  
Recurrent Neural Network ◽  
Neural Network Model ◽  
Vertebral Column
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