Other

Technology Innovations, LLC

Bison Gear & Engineering Corporation

Progress, Inc.

Cooper, Edward L.

Boris Zlotin

Edward L Cooper

Vladimir Proseanic

Gafur Zainiev

Vladimir Gerasimov

Peter Ulan

Michael L Weiner

Dmitri Pescianschi

Robert M Lantis

Inlik Zainiev

Alla Zusman

Ivan Gerasimov

Edmund P Henke

Ronald D Bullock

A neural network includes inputs for receiving input signals, synapses connected to the inputs and having corrective weights, and neurons having outputs connected with the inputs via the synapses. Each neuron generates a neuron sum by summing corrective weights selected from the respective synapse. A controller receives a desired output signal, determines a deviation of the neuron sum from the desired output signal value, and modifies respective corrective weights using the determined deviation. Adding up the modified corrective weights to determine the neuron sum minimizes the deviation and trains the network. A structure-forming module rearranges connections between network elements during the training and a signal allocation module distributes the input signals among the network elements during the training. A training module commands and coordinates operation of the structure-forming and the signal allocation modules and the controller to reorganize the network structure during the training to control the training in real time in real-time.

Neural network and method of neural network training

A welding system having a welding gun with a contact tip having an bore extending therethrough and a consumable weld wire. The cross-sectional shape of the bore of the contact tip being is essentially identical to the cross-sectional shape of the weld wire. The bore having an essentially elliptical cross-sectional shape and the weld wire having an essentially elliptical cross-sectional shape.

Contact tip and weld wire for arc welding

Contact tip and weld wire

Gas metal arc welding with a non-circular cross-sectional wire passing through a similarly shaped contact tip

A method of manufacturing armature windings for an electro-mechanical machine, includes manufacturing a band of conductor elements with at least one layer, formation of windings on a tool and installation of the windings into an armature. The method results in a highly uniform winding, increased fill percentage in slots, improved electrical efficiency, lower material cost and labor consumption for manufacturing and complete automation of production.

Method of manufacturing of an armature winding for electro-mechanical machines

Broadband output high power pulsed flash lamps are useful in many applications, and when specifically optimized, can become an excellent source of ultraviolet (UV) light, which is particularly useful for photo-chemically-induced materials processing applications. Multiple factors involved with the production of high-energy light pulses can in certain cases adversely affect the ultraviolet lamp operation, thereby resulting in the development of micro cracks in lamp envelopes and subsequent limitation in lamp lifetime. Similar factors can be responsible for an increased absorption of UV radiation by lamp components and degradation of lamp efficiency. This invention describes new pulsed flash lamp designs that enable a new generation of high power and performance as required by, for example, many large-scale photo-processing applications. This invention uniquely and advantageously mitigates the development of micro-cracks and failure, and produces dramatically improved electrical efficiency, stability of lamp optical characteristics, and service lifetime.

Design of high power pulsed flash lamps

An electric shaver, and in particular an electric shaver wherein are included blades which while rotating around their own centers also orbit around another axis, thus providing that the blades sweep a large area.

Electric shaver having orbitally moving blades

An absorbent fiber is constructed to include a hydrophobic exterior and a hydrophilic interior for use in various absorbent constructions as an absorbent, capture and entrain liquids and attendant odors.

Composite fiber for absorptive material construction

Growing community of inventors

West Bloomfield, MI, United States of America

Boris Zlotin