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Electronic Colloquium on Computational Complexity

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REPORTS > KEYWORD > DIFFERENCE-OF-GAUSSIAN UNITS:
Reports tagged with difference-of-Gaussian units:
TR01-045 | 26th April 2001
Michael Schmitt

Neural Networks with Local Receptive Fields and Superlinear VC Dimension

Local receptive field neurons comprise such well-known and widely
used unit types as radial basis function neurons and neurons with
center-surround receptive field. We study the Vapnik-Chervonenkis
(VC) dimension of feedforward neural networks with one hidden layer
of these units. For several variants of local receptive field
neurons we show ... more >>>




ISSN 1433-8092 | Imprint