Kindred Systems Inc.

Other

Huawei Technologies Co., Limited

Graham Taylor

Suzanne Gildert

James Sterling Bergstra

George Samuel Rose

Barnaby Dalton

Vanessa Courville

Serdar Sozubek

A method of deriving autonomous control information involves receiving one or more sets of associated environment sensor information and device control instructions. Each set of associated environment sensor information and device control instructions includes environment sensor information representing an environment associated with an operator controllable device and associated device control instructions configured to cause the operator controllable device to simulate at least one action taken by at least one operator experiencing a representation of the environment generated from the environment sensor information. The method also involves deriving autonomous control information from the one or more sets of associated environment sensor information and device control instructions, the autonomous control information configured to facilitate generating autonomous device control signals from autonomous environment sensor information representing an environment associated with an autonomous device, the autonomous device control signals configured to cause the autonomous device to take at least one autonomous action.

Facilitating robotic control using a virtual reality interface

The present disclosure is drawn to the reduction of parameters in fully connected layers of neural networks. For a layer whose output is defined by y=Wx, where y&#x2208;Ris the output vector, x&#x2208;Ris the input vector, and W&#x2208;Ris a matrix of connection parameters, matrices Uand Vare defined and submatrices Ware computed as the product of Uand V, so that W=VU, and W is obtained by appending submatrices W.

Reduction of parameters in fully connected layers of neural networks by low rank factorizations

Facilitating device control

An elevated bikeway can be constructed to be extremely lightweight and therefore inexpensive by restricting use to bicycle traffic only and by using aluminum as substantially the only structural material. The bikeway includes two spaced apart trusses supporting horizontal bracing, which supports a deck tread surface.

Elevated bikeway

Growing community of inventors

Guelph, Canada

Graham Taylor