The Cascade Orthogonal Neural Network
Data(s) |
08/04/2010
08/04/2010
2008
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Resumo |
In the paper new non-conventional growing neural network is proposed. It coincides with the Cascade- Correlation Learning Architecture structurally, but uses ortho-neurons as basic structure units, which can be adjusted using linear tuning procedures. As compared with conventional approximating neural networks proposed approach allows significantly to reduce time required for weight coefficients adjustment and the training dataset size. |
Identificador |
1313-0455 |
Idioma(s) |
en |
Publicador |
Institute of Information Theories and Applications FOI ITHEA |
Palavras-Chave | #Orthogonal Activation Functions #Ortho-Synapse #Ortho-Neuron #Cascade Orthogonal Neural Network |
Tipo |
Article |