Abstract: A system for predicting one or more specific cognitive states of an individual based on non-neural physiological data collected by one or more non-neural physiological sensors includes one or more controllers in electronic communication with the one or more non-neural physiological sensors. The one or more controllers include a physiological data based neural network, a neural data based neural network, and an encoder-decoder that learns a transformation between a hidden layer of the physiological data based neural network and a hidden layer of the neural data based neural network during a training phase of the system.

Abstract: Embodiments described herein provide a method for content transmission using a cryptographic signature. The method includes: generating, by a neural network model employing a plurality of state parameters and implemented on one or more processors, an output content; generating a string of Hash values based on the output content; creating a cryptographic signature by encrypting the string of Hash values and one or more state parameters of the neural network model using a private key; embedding the cryptographic signature in the output content; and transmitting, via a communication interface, the output content embedded with the cryptographic signature to a destination server.

Abstract: A system for predicting one or more specific cognitive states of an individual based on non-neural physiological data collected by one or more non-neural physiological sensors includes one or more controllers in electronic communication with the one or more non-neural physiological sensors. The one or more controllers include a physiological data based neural network, a neural data based neural network, and an encoder-decoder that learns a transformation between a hidden layer of the physiological data based neural network and a hidden layer of the neural data based neural network during a training phase of the system.

Abstract: According to several aspects, a method for path planning for a vehicle includes determining a predicted trajectory of a remote vehicle. The predicted trajectory of the remote vehicle includes a plurality of predicted trajectory nodes. The method further includes determining a plurality of possible trajectories for the vehicle. The plurality of possible trajectories includes a plurality of possible trajectory nodes. The method further includes determining one or more evaluation metrics of each of the plurality of possible trajectory nodes based at least in part on a weather condition in an environment surrounding the vehicle. The method further includes selecting an optimal trajectory for the vehicle from the plurality of possible trajectories based at least in part on the one or more evaluation metrics of each of the plurality of possible trajectory nodes. The method further includes performing a first action based at least in part on the optimal trajectory.

Abstract: Embodiments described herein provide a method for content transmission using a cryptographic signature. The method includes: generating, by a neural network model employing a plurality of state parameters and implemented on one or more processors, an output content; generating a string of Hash values based on the output content; creating a cryptographic signature by encrypting the string of Hash values and one or more state parameters of the neural network model using a private key; embedding the cryptographic signature in the output content; and transmitting, via a communication interface, the output content embedded with the cryptographic signature to a destination server.

Abstract: According to several aspects, a method for path planning for a vehicle includes determining a predicted trajectory of a remote vehicle. The predicted trajectory of the remote vehicle includes a plurality of predicted trajectory nodes. The method further includes determining a plurality of possible trajectories for the vehicle. The plurality of possible trajectories includes a plurality of possible trajectory nodes. The method further includes determining one or more evaluation metrics of each of the plurality of possible trajectory nodes based at least in part on a weather condition in an environment surrounding the vehicle. The method further includes selecting an optimal trajectory for the vehicle from the plurality of possible trajectories based at least in part on the one or more evaluation metrics of each of the plurality of possible trajectory nodes. The method further includes performing a first action based at least in part on the optimal trajectory.

Abstract: A system for updating a road map for a vehicle includes a plurality of vehicle sensors and a vehicle controller in electrical communication with the plurality of vehicle sensors. The vehicle controller is programmed to gather input data about an environment surrounding the vehicle using the plurality of vehicle sensors. The input data includes at least one abnormal traffic pattern indication. The vehicle controller is further programmed to generate an input label map based at least in part on the input data. The vehicle controller is further programmed to generate a vehicle output label map based at least in part on the input label map. The vehicle output label map is generated using a machine learning algorithm. The vehicle controller is further programmed to perform a first action based at least in part on the vehicle output label map.

Abstract: A method of disinfecting or preventing infection of a gaseous environment by, a liquid of, or a solid surface of one of an enveloped virus, a non-enveloped virus, or a mixture thereof, the method including the step of treating the gaseous environment, liquid, or solid surface with a composition including an effective amount of one or more cucurbituril isomers, derivatives thereof, and variants thereof or, for preventing infection of a solid surface, including the step of producing the solid surface from a composition including an effective amount of one or more cucurbituril isomers, derivatives thereof, and variants thereof.

Abstract: A dispersion stabiliser precursor composition including one or more of cucurbituril, a variant or a derivative thereof, and one or more oil-in-water macromolecular amphiphilic emulsifier, wherein the composition is in the form of a free flowing powder; and an oil-in-water emulsion composition including one or more of cucurbituril, a variant or a derivative thereof, and one or more oil-in-water macromolecular amphiphilic emulsifier.

Abstract: A method for reducing malodour includes the step of providing a solid composition including one or more cucurbiturils and derivatives and/or analogues thereof suspended in and/or bound by a thermoplastic and/or a thermosetting polymer medium, wherein the source of the malodour is external.

Abstract: A networked page access and addressing method to generate web pages responsive to requested client requests parses addresses of incoming requests into at least two logical segments: a first likely to represent a category and a second likely to represent a product. By generating hash values for the first segment, it can be compared against hashes in the internal directory to identify a local category corresponding to the represented in the address. If so, a local address can be generated by combining with the second segment with an identifier of that local category. Information from the data record at that local address can used to form a web page responsive to the request.

Abstract: This invention relates to a vehicle power coupling apparatus for a vehicle. The apparatus has a pickup coil arrangement for receiving an alternating magnetic field applied to the vehicle for generating power to operate the vehicle. The apparatus further has a shield for shielding a region including the pickup coil arrangement from an interior of the vehicle where a user of the vehicle may be present when the vehicle is in operation, and the shield includes at least one hole therein for providing access to one or more components of the vehicle for working on the one or more components. Additional aspects of the invention relate to receiving an alternating magnetic field and converting the alternating magnetic field into electrical power for recharging a vehicle and/or for providing motive power to the vehicle.

Abstract: This invention relates to a wireless vehicle recharging apparatus for an energy storage element of a vehicle. The apparatus has at least one drive unit arrangement coupled to at least one drive coil arrangement disposed for generating a magnetic field extending from the drive coil arrangement, and includes a corresponding vehicle-mounted pickup coil arrangement coupled to a power conditioning circuit arrangement for receiving the extending magnetic field. The drive unit arrangement is operable to excite the drive coil arrangement at a fundamental frequency and the drive coil arrangement is implemented to be substantially devoid of ferromagnetic components for providing a path for the extending magnetic field. Additional aspects of the invention relate to vehicle power coupling apparatus including pickup coil arrangements.

Abstract: A dispersion stabiliser precursor composition including one or more of cucurbituril, a variant or a derivative thereof, and one or more oil-in-water macromolecular amphiphilic emulsifier, wherein the composition is in the form of a free flowing powder; and an oil-in-water emulsion composition including one or more of cucurbituril, a variant or a derivative thereof, and one or more oil-in-water macromolecular amphiphilic emulsifier.

Abstract: A networked page access and addressing method to generate web pages responsive to requested client requests parses addresses of incoming requests into at least two logical segments: a first likely to represent a category and a second likely to represent a product. By generating hash values for the first segment, it can be compared against hashes in the internal directory to identify a local category corresponding to the represented in the address. If so, a local address can be generated by combining with the second segment with an identifier of that local category. Information from the data record at that local address can used to form a web page responsive to the request.

Abstract: This invention relates to a wireless vehicle recharging apparatus for an energy storage element of a vehicle. The apparatus has at least one drive unit arrangement coupled to at least one drive coil arrangement disposed for generating a magnetic field extending from the drive coil arrangement, and includes a corresponding vehicle-mounted pickup coil arrangement coupled to a power conditioning circuit arrangement for receiving the extending magnetic field. The drive unit arrangement is operable to excite the drive coil arrangement at a fundamental frequency and the drive coil arrangement is implemented to be substantially devoid of ferromagnetic components for providing a path for the extending magnetic field. Additional aspects of the invention relate to vehicle power coupling apparatus including pickup coil arrangements.

Abstract: Disclosed herein is a transportable observation station, having: a base; an observation platform; at least one jointed arm, having a first end and a second end, said jointed arm having: one or more extending joints for flexing and extending the jointed arm; one or more raising joints, operatively coupled to the base and the first end of the at least one jointed arm, for raising and lowering the at least one jointed arm; and a first controller module, mounted on the observation platform for controlling the raising, lowering, flexing and extending of the jointed arm; wherein the observation platform is operatively coupled to the second end of the jointed arm by a coupling, configured so that the observation platform remains substantially parallel to the base while the jointed arm is being raised, lowered flexed, or extended.

Abstract: A method, apparatus, and program product may generate and/or utilize a three-dimensional computer simulation model of a core plug suitable for use in a computer-implemented general purpose reservoir simulator. Simulation studies may be performed on the simulation model to establish a water base case for the simulation model, and to establish one or more Enhanced Oil Recovery (EOR) chemical properties and further validate the simulation model.

Abstract: An inductive power transfer system (10) for roadways includes at least one drive unit arrangement (50) coupled to at least one drive coil arrangement (40) disposed along a roadway (20) for generating a magnetic field extending upwardly from the roadway (20), and at least one vehicle (30) including a corresponding pickup coil arrangement (60) coupled to a power conditioning circuit arrangement (80, 200) for receiving the extending magnetic field for providing power to operate the at least one vehicle (30). The at least one drive unit arrangement (50) is operable to excite, for example at resonance, the at least one drive coil arrangement (40) at a fundamental frequency (f0) of at least 30 kHz, preferably at least 50 kHz, more preferably at least 100 kHz, and most preferably at least 140 kHz. The at least one drive coil arrangement (40) is implemented to be substantially devoid of ferromagnetic components for providing a path for the extending magnetic field.

Abstract: An electrochemical sensor of a downhole tool positionable in a wellbore penetrating a subterranean formation is provided. The downhole tool has a flowline to receive downhole fluid. The electrochemical sensor includes a bulkhead carried by the downhole tool, a membrane exposed to the downhole fluid in the flowline, and an electrochemical cell supported by the bulkhead about the membrane. The electrochemical cell includes a plurality of cell sensors, at least one cell electrode, and a sensing solution. The plurality cell sensors include an analyte sensor, a temperature sensor, and a pH sensor. The sensing solution is reactive to certain analytes in the downhole fluid to generate electrical signals measurable by the plurality of cell sensors whereby parameters of chemicals in the downhole fluid may be measured.