Search results for key=CSW1993 : 1 match found.

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Refereed full papers (journals, book chapters, international conferences)

1993

  • @article{CSW1993,
    	vgclass =	{refpap},
    	vgproject =	{nn,invariance},
    	author =	{Terry M. Caelli and David McG. Squire and Tom P.J. Wild},
    	title =	{Model-Based Neural Networks},
    	journal =	{Neural Networks},
    	volume =	{6},
    	number =	{5},
    	pages =	{613--625},
    	year =	{1993},
    	doi =	{https://doi.org/10.1016/S0893-6080(05)80106-6},
    	url =	{/publications/postscript/mbnn.ps.gz},
    	abstract =	{In this paper we show how neural networks can be
    	formulated in terms of various parameterised connection models which
    	explicitly encode desired properties of the target system. Such a
    	modeling approach to neural networks raises issues about their
    	relationships to other technologies such as Adaptive Filtering and
    	Principal Components Analysis. The benefits of this approach can be a
    	significant decrease in the parameter space, improved generalisation,
    	and a learning procedure which guarantees a priori specified invariance
    	constraints.},
    }