The existence of oscillatory solutions on a class of n-node recurrent neural network model with distributed delays

2017 ◽  
Author(s):  
Chunhua Feng ◽  
Rejean Plamondon
Keyword(s):  
Neural Network ◽  
Network Model ◽  
Recurrent Neural Network ◽  
Neural Network Model ◽  
Distributed Delays ◽  
Oscillatory Solutions

Periodic oscillation for a complex-valued neural network model with discrete and distributed delays

2020 ◽  
Vol 8 (5) ◽  
Author(s):  
Chunhua Feng
Keyword(s):  
Neural Network ◽  
Network Model ◽  
Neural Network Model ◽  
Sufficient Conditions ◽  
Periodic Oscillation ◽  
Activation Function ◽  
Distributed Delays ◽  
Oscillatory Solutions ◽  
Complex Valued ◽  
Theoretical Results

In this paper, a complex-valued neural network model with discrete and distributed delays is investigated under the assumption that the activation function can be separated into its real and imaginary parts. Based on the mathematical analysis method, some sufficient conditions to guarantee the existence of periodic oscillatory solutions are established. Computer simulation is given to illustrate the validity of the theoretical results.

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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