Using a competitive learning neural network to evaluate software complexity

Proceedings of the 1990 ACM SIGSMALL/PC symposium on Small systems - SIGSMALL '90 ◽

10.1145/99412.99487 ◽

1990 ◽

Cited By ~ 1

Author(s):

John Sheppard ◽

William R. Simpson

Keyword(s):

Neural Network ◽

Competitive Learning ◽

Software Complexity

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Development of a neural network algorithm for unsupervised competitive learning

Proceedings of International Conference on Neural Networks (ICNN'97) ◽

10.1109/icnn.1997.614204 ◽

2002 ◽

Cited By ~ 3

Author(s):

D.C. Park

Keyword(s):

Neural Network ◽

Competitive Learning ◽

Network Algorithm ◽

Neural Network Algorithm

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A novel competitive learning neural network based acoustic transmission system for oil-well monitoring

IEEE Transactions on Industry Applications ◽

10.1109/28.833765 ◽

2000 ◽

Vol 36 (2) ◽

pp. 484-491 ◽

Cited By ~ 6

Author(s):

M. Godoy Simoes ◽

C. Massatoshi Furukawa ◽

A.T. Mafra ◽

J. Cezar Adamowski

Keyword(s):

Neural Network ◽

Transmission System ◽

Competitive Learning ◽

Oil Well ◽

Acoustic Transmission

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Optimization of a competitive learning neural network by genetic algorithms

New Trends in Neural Computation - Lecture Notes in Computer Science ◽

10.1007/3-540-56798-4_145 ◽

1993 ◽

pp. 185-192 ◽

Cited By ~ 16

Author(s):

J. J. Merelo ◽

M. Patón ◽

A. Cañas ◽

A. Prieto ◽

F. Morán

Keyword(s):

Neural Network ◽

Genetic Algorithms ◽

Competitive Learning

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A novel competitive learning neural network based acoustic transmission system for oil-well monitoring

Conference Record of 1998 IEEE Industry Applications Conference. Thirty-Third IAS Annual Meeting (Cat. No.98CH36242) ◽

10.1109/ias.1998.729789 ◽

2002 ◽

Author(s):

M. Godoy Simoes ◽

C.M. Furukawa ◽

A.T. Mafra ◽

J.C. Adamowski

Keyword(s):

Neural Network ◽

Transmission System ◽

Competitive Learning ◽

Oil Well ◽

Acoustic Transmission

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UNSUPERVISED COMPETITIVE LEARNING IN NEURAL NETWORKS

International Journal of Neural Systems ◽

10.1142/s0129065789000086 ◽

1989 ◽

Vol 01 (02) ◽

pp. 177-186

Author(s):

Atilla E. Gunhan ◽

László P. Csernai ◽

Jørgen Randrup

Keyword(s):

Neural Network ◽

Neural Networks ◽

Unsupervised Learning ◽

Lateral Inhibition ◽

Competitive Learning ◽

Learning Ability ◽

Neural Systems ◽

Training Set

We study an idealized neural network that may approximate certain neurophysiological features of natural neural systems. The network contains a mutual lateral inhibition and is subjected to unsupervised learning by means of a Hebb-type learning principle. Its learning ability is analysed as a function of the strength of lateral inhibition and the training set.

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