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Characteristics of the functional link net: a higher order delta rule net | IEEE Conference Publication | IEEE Xplore

Characteristics of the functional link net: a higher order delta rule net


Abstract:

Reports on the characteristics of a net which incorporates higher-order effects in supervised learning in ways different from those previously proposed. These higher-orde...Show More

Abstract:

Reports on the characteristics of a net which incorporates higher-order effects in supervised learning in ways different from those previously proposed. These higher-order effects are introduced through nonlinear functional transforms via links rather than at nodes. Specific instances include transforming the input vector into higher-order tensors. Learning-rate increases, for several examples, are described. Network architecture simplifications are also described.<>
Date of Conference: 24-27 July 1988
Date Added to IEEE Xplore: 06 August 2002
Conference Location: San Diego, CA, USA

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