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Filtering by: Contributor advisor sim Burton, Robert M. Resource Type Masters Thesis

An investigation in size reduction in neural networks

Creator:

Warren, Andrew Howard

Abstract:

In this thesis, the reduction of neural networks is studied. A new, largely automatic method is developed for reducing a neural network, and its capabilities are analyzed and compared with current methods. An example is presented that is irreducible via existing techniques, but is reducible by the new method. Factors...

Resource Type:

Masters Thesis
How the perceptron reacts on non-separable classification problems

Creator:

Venema, Rienk S.

Abstract:

Neural networks are models which have been developed to simulate the anatomy of the nervous system. The connection between the elements of these networks, the so called artificial neurons, is similar to the connection between the biological neurons. In developing neural networks people are trying to create systems which have...

Resource Type:

Masters Thesis