11814 search results - page 187 / 2363 » On Generalization by Neural Networks |
129
Voted
NPL
2000
15 years 4 months ago
2000
This paper presents a novel self-creating neural network scheme which employs two resource counters to record network learning activity. The proposed scheme not only achieves the b...
142
Voted
IJCNN
2008
IEEE
15 years 11 months ago
2008
IEEE
Abstract— Almost all learning machines used in computational intelligence are not regular but singular statistical models, because they are nonidentifiable and their Fisher info...
152
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ICDM
2002
IEEE
15 years 9 months ago
2002
IEEE
We have proposed replicator neural networks (RNNs) as an outlier detecting algorithm [15]. Here we compare RNN for outlier detection with three other methods using both publicly a...
160
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PAKDD
2007
ACM
15 years 10 months ago
2007
ACM
Abstract. In our previous studies, Genetic Programming (GP), Probabilistic Incremental Program Evolution (PIPE) and Ant Programming (AP) have been used to optimal design of Flexibl...
112
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BC
2006
15 years 4 months ago
2006
Abstract A lateral-inhibition type neural field model with restricted connections is presented here and represents an experimental extension of the Continuum Neural Field Theory (C...