摘要:
The invention relates to an updating method that comprises selecting the best winning neurone and the second best winning neurone, modifying the prototype vectors of the best winning neurone and of the neurones located around the best winning neurone in the direction of the vector of the training point (x(k)), determining the neighbouring neurones (N(u*)) of the best winning neurone(u*), and, if the second best winning neurone (u**) is part of the neighbouring neurones (N(u*)), increasing the valuation of the connection between the first and second best winning neurones. The updating method further comprises reducing the valuation of each connection between the first best winning neurone and the directly neighbouring neurones (N(u*)) different from the second best winning neurone (u**).
摘要:
Systems, methods and apparatus for a scalable quantum processor architecture. A quantum processor is locally programmable by providing a memory register with a signal embodying device control parameters), converting the signal to an analog signal; and administering the analog signal to one or more programmable devices.
摘要:
A system and method for providing orientation into digital information is provided. A plurality of evergreen indexes for subject areas are maintained. The evergreen indexes include digital information and are each organized by topics that include a topic model matched to the digital information. A user interest within the digital information is determined. The topic models for the evergreen indexes are evaluated against the user interest and those topics models that best match the user interest are identified. Access to the digital information is provided via at least one of the topic models in at least one of the evergreen indexes.
摘要:
System and method for training a support vector machine (SVM) with process constraints. A model (primal or dual formulation) implemented with an SVM and representing a plant or process with one or more known attributes is provided. One or more process constraints that correspond to the one or more known attributes are specified, and the model trained subject to the one or more process constraints. The model includes one or more inputs and one or more outputs, as well as one or more gains, each a respective partial derivative of an output with respect to a respective input. The process constraints may include any of: one or more gain constraints, each corresponding to a respective gain; one or more Nth order gain constraints; one or more input constraints; and/or one or more output constraints. The trained model may then be used to control or manage the plant or process.
摘要:
Structures and methods allow: transfer of quantum information represented using the states of light (160) to a representation using the states of matter systems (120); transfer of quantum information represented by the states of matter systems (120) to a representation using the states of light (134); and error resistant encoding of quantum information using entangled states of matter and light to minimize errors.
摘要:
A structure comprising (i) a first information device, (ii) a second information device, (iii) a first coupling element and (iv) a second coupling element is provided. The first information device has at least a first lobe and a second lobe that are in electrical communication with each other. The second information device and has at least a first lobe and a second lobe that are in electrical communication with each other. The first coupling element inductively couples the first lobe of the first information device to the first lobe of the second information device. The second coupling element inductively couples the first lobe of the first information device to the second lobe of the second information device.
摘要:
A quantum approach to the economically significant n-player public goods or similar n-player requires only two-particle entanglement and is thus much easier to implement than games requiring n-particle entanglements. Two-particle entanglements are sufficient to give near optimal expected payoff when players use a simple mixed strategy for which no player can benefit by making different choices. This mechanism can also address some heterogeneous preferences among the players. Quantum games in accorandance with the invention can be simulated on classical computers without requiring impractical amounts of processing power for large numbers of players.
摘要:
The present invention is directed to a computer based control system (50) for controlling a hydraulic (64) and electromechanical actuators (66) on a power machine (10). The computer based control (50) is configured to implement a number of features to enhance certain operational aspect of the power machine (10).
摘要:
A method and apparatus for providing an errands engine is described. The errands engine comprises an errand receiving logic to receive a set of tasks comprising an errand, a starting state identification logic to generate a characteristic function that describes a set of valid starting states, and a solution logic to generate a tour to complete the errand.