Oracle International Corporation

Oic Acquisition I Corporation

Brian Vosburgh

Dmitry Golovashkin

Uladzislau Sharanhovich

Denis B Mukhin

In an artificial neural network, integrality refers to the degree to which a neuron generates, for a given set of inputs, outputs that are near the border of the output range of a neuron. From each neural network of a pool of trained neural networks, a group of neurons with a higher integrality is selected to form a neural network tunnel ('tunnel'). The tunnel must include all input neurons and output neurons from the neural network, and some of the hidden neurons. Tunnels generated from each neural network in a pool are merged to form another neural network. The new network may then be trained.

Forming an artificial neural network by generating and forming of tunnels

Mapping operations between a markup language document and an object model are executed in response to a request from a client application. The mapping operations include a read, write, update, or delete operation. To map the markup language document to the object model, mapping meta-data is used, which contains information as to how the markup language element maps to an attribute and/or a relationship of the object model.

Growing community of inventors

Durham, NC, United States of America

Brian Vosburgh