scholarly journals Active-Region Extraction by Learning and Energy Minimization Using Neural Networks.

1998 ◽  
Vol 52 (7) ◽  
pp. 1048-1054
Author(s):  
Haruyuki Iwata ◽  
Hiroshi Nagahashi
Keyword(s):  
Neural Networks ◽  
Active Region ◽  
Energy Minimization ◽  
Region Extraction

scholarly journals A nanoflare model for active region radiance: application of artificial neural networks

2008 ◽  
Vol 492 (1) ◽  
pp. L13-L16 ◽  
Author(s):  
M. Bazarghan ◽  
H. Safari ◽  
D. E. Innes ◽  
E. Karami ◽  
S. K. Solanki
Keyword(s):  
Neural Networks ◽  
Artificial Neural Networks ◽  
Active Region ◽  
Artificial Neural

scholarly journals Neural Network Dynamics without Minimizing Energy

2013 ◽  
Vol 2013 ◽  
pp. 1-4
Author(s):  
Mau-Hsiang Shih ◽  
Feng-Sheng Tsai
Keyword(s):  
Neural Network ◽  
Neural Networks ◽  
Network Structure ◽  
Energy Minimization ◽  
Network Dynamics ◽  
Neural Dynamics ◽  
Network Systems ◽  
Energy Functions ◽  
Content Addressable Memory ◽  
Neural Network Dynamics

Content-addressable memory (CAM) has been described by collective dynamics of neural networks and computing with attractors (equilibrium states). Studies of such neural network systems are typically based on the aspect of energy minimization. However, when the complexity and the dimension of neural network systems go up, the use of energy functions might have its own limitations to study CAM. Recently, we have proposed the decirculation process in neural network dynamics, suggesting a step toward the reshaping of network structure and the control of neural dynamics without minimizing energy. Armed with the decirculation process, a sort of decirculating maps and its structural properties are built here, dedicated to showing that circulation breaking taking place in the connections among many assemblies of neurons can collaborate harmoniously toward the completion of network structure that generates CAM.

Growth of an Active Region in Neural Networks

1973 ◽  
Vol 35 (1) ◽  
pp. 316-316 ◽  
Author(s):  
Masami Okuda
Keyword(s):  
Neural Networks ◽  
Active Region

Determination of S-N curves with the application of artificial neural networks

1999 ◽  
Vol 22 (8) ◽  
pp. 723-728 ◽  
Author(s):  
Artymiak ◽  
Bukowski ◽  
Feliks ◽  
Narberhaus ◽  
Zenner
Keyword(s):  
Neural Networks ◽  
Artificial Neural Networks ◽  
Artificial Neural

Review of Pattern Recognition by Self-Organizing Neural Networks.

1995 ◽  
Vol 40 (11) ◽  
pp. 1110-1110
Author(s):  
Stephen James Thomas
Keyword(s):  
Neural Networks ◽  
Pattern Recognition ◽  
Self Organizing
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