Abstract: A mobile communication devices operates to: generate first control data to control an auxiliary device coupled to one of a plurality of home automation devices; establish a group of the plurality of home automation devices; generate second control data corresponding to the group to control the plurality of auxiliary devices associated with the group of the plurality of home automation devices; establish tasks, via user interaction with the graphical user interface, the tasks each having an associated action to be performed by one or more of the plurality of home automation devices; display a menu of the tasks; receive selection of a selected task; and generate third control data in response to selection of the selected task, transmits the third control data to the one or more of the plurality of home automation devices associated with the selected task to perform the associated action corresponding to the selected task.

Abstract: A ventilation system and method of purging volatile organic compounds from an interior space of the vehicle. The ventilation space including an air extractor connected to a vehicle wall and having an interior side within the interior space defined by the vehicle wall, a fan attached to the interior side, and a controller configured to operate in a shipping mode to activate the fan to generate ventilation flow through the air extractor.

Abstract: Casings, dye tablets, DIY activity-kits include one or more casings, one or more encased dye tablets, or a combination thereof, that are configured to impart an artistic effect to an article, hydrographic sheets, and dip and decorator activity-kits including one or more hydrographic sheets and an instruction for imparting an artistic effect to the article using the one or more hydrographic sheets. The casings include at least one compartment formed of a water-soluble film, and one or more agents disposed within the at least one compartment. The encased dye tablet includes one or more agents compounded with a filler and a binder. The one or more agents include at least one colorant formulation and at least one fixative.

Abstract: A control device configured for use in a load control system to control one or more electrical loads may comprise an actuation member having a front surface defining a touch sensitive surface configured to detect a point actuation along at least a portion of the front surface, a touch sensitive circuit, and a control circuit. The touch sensitive device may comprise one or more receiving capacitive touch pads located behind the actuation member and arranged in a linear array adjacent to the touch sensitive surface. The control circuit may be configured to operate using different filtering techniques based on the state/mode of the control device and/or based on whether the positions of point actuations by a user along the touch sensitive surface indicate a fine tune or gross adjustment by the user. For example, the control circuit may generate an output signal using light/no filtering or using heavy filtering.

Abstract: A differential recurrent neural network (RNN) is described that handles dependencies that go arbitrarily far in time by allowing the network system to store states using recurrent loops without adversely affecting training. The differential RNN includes a state component for storing states, and a trainable transition and differential non-linearity component which includes a neural network. The trainable transition and differential non-linearity component takes as input, an output of the previous stored states from the state component along with an input vector, and produces positive and negative contribution vectors which are employed to produce a state contribution vector. The state contribution vector is input into the state component to create a set of current states. In one implementation, the current states are simply output.

Abstract: A method and system for identifying entangled photons includes generating a plurality of sets of four entangled photons, wherein one pair of photons of each set are time correlated, thereby indicating that another pair of four entangled photons are entangled. A coincidence of one pair of photons of the plurality of the sets of four entangled photons is determined and an ordered list of coincidences is generated. A state value of at least one other photon of the other pair of the portion of the plurality of the sets of four entangled photons is determined and an ordered list of state values based on the determined state values is generated. The ordered list of coincidences is compared to the ordered list of state values to determine entangled state information including determined state values that correspond to entangled sets of four entangled photons.

Abstract: A medical services kiosk having an integrated weight scale assembly supporting private and secure telemedicine sessions between a patient and a remote network terminal utilized by a remote health care professional. The medical services kiosk comprising at least one privacy chamber having at least one door and a weight scale assembly. Each privacy chamber may include a user interactive display terminal that includes a display device, an input device, and a centralized processor, wherein the centralized processor is electronically communicable with the weight scale assembly. The weight scale assembly may comprise a housing, platform, processor, pressure blocks, and communication cables. In one exemplary form, the weight scale assembly may be able to calculate the patient's body mass index (BMI), body fat percentage, muscle mass, body water percentage, bone mass and the like.

Abstract: According to examples, apparatuses, systems, and methods for simulating the color appearance of coatings on three-dimensional objects are described. Geometric data relating to a geometry of an object characterized by a curved surface is received. A substrate representation of a substrate color associated with the object is determined based on the geometric data. A coating representation of a coating applied to the object is determined based on the geometric data and a thin film model of the coating. An appearance of the coating applied to the object is simulated by displaying the coating representation superimposed on the substrate representation.

Abstract: Computer systems and computer-implemented methods modify a machine learning network, such as a deep neural network, to introduce judgment to the network. A “combining” node is added to the network, to thereby generate a modified network, where activation of the combining node is based, at least in part, on output from a subject node of the network. The computer system then trains the modified network by, for each training data item in a set of training data, performing forward and back propagation computations through the modified network, where the backward propagation computation through the modified network comprises computing estimated partial derivatives of an error function of an objective for the network, except that the combining node selectively blocks back-propagation of estimated partial derivatives to the subject node, even though activation of the combining node is based on the activation of the subject node.

Abstract: In a general aspect, an electronic device assembly includes a substrate arranged in a plane. The substrate has a first side and a second side, the second side being opposite the first side. The assembly also includes a plurality of semiconductor die disposed on the first side of the substrate and at least one signal pin. The at least one signal pin includes a proximal end portion coupled with the first side of the substrate, a distal end portion, and a medial portion disposed between the proximal end portion and the distal end portion. The medial portion is pre-molded in a molding compound, the proximal end portion and the distal end portion exclude the molding compound. The at least one signal pin is arranged along a longitudinal axis that is orthogonal to the plane of the substrate.

Abstract: Devices and methods of treating conditions cause or exacerbated by excessive fluid pressures or retentions, such as pulmonary hypertension, that involves shunting excessive fluid pressure from one bodily chamber or vessel to another bodily chamber or vessel.

Abstract: A method for enabling a V2V communications link between a trailer and a first tow vehicle including receiving a towing system activation control signal, transmitting a tow vehicle request, receiving a first tow vehicle response including a first tow vehicle location and a first tow vehicle identifier, determining a first distance between the first tow vehicle and the trailer, and enabling the V2V communications link in response to the first distance being less than a threshold distance.

Abstract: A natural gas adsorptive separation system and method is described. A method of separating natural gas includes directing a natural gas mixture through an activated carbon adsorption tower until the adsorption tower is saturated, collecting methane from the output of the adsorption tower, heating the saturated carbon adsorption tower with adsorbate using a heater and/or a vacuum pump in a closed loop circuit with the carbon adsorption tower until the input to the vacuum pump is within a specified temperature of the output of the heater, lowering the pressure in the heated activated carbon adsorption tower using the vacuum pump to desorb at least one hydrocarbon compound of the plurality of different hydrocarbon compounds, compressing and cooling the desorbed hydrocarbon compound, separating the cooled and compressed hydrocarbon compound into gas and liquid in a fluid separator, and collecting the liquid from the fluid separator.

Abstract: Testing software applications is routinely limited by time or testing iterations rather than exhaustively testing ever possible permutation of inputs or execution paths. By configuring a testing device to only perform relevant tests, the test results are more meaningful (e.g., few false-positives) and relevant to the application. Additional effects include reduced processing times and storage requirements. As described herein, source code is analyzed to determine elements that indicate a particular environment for the source code's corresponding machine code. When the source code indicates that a particular environment is not a candidate for execution of the machine code, tests associated with that particular environment are excluded. The testing device is then configured to perform those tests, either statically or dynamically, that are relevant for those environments that actually apply.

Abstract: A low voltage drive circuit (LVDC) includes a data splitter operable to split transmit digital data into a plurality of streams of digital data. The LVDC further includes a plurality of signal generators operable to receive the plurality of streams of digital data at a plurality of data rates and generate a plurality of analog outbound data signals for the plurality of streams of digital data. A first signal generator receives a first stream of digital data of the plurality of streams of digital data at a first data rate. A second signal generator receives a second stream of digital data of the plurality of streams of digital data at a second data rate. The LVDC further includes a signal combiner operable to combine the plurality of analog outbound data signals into analog outbound data and a drive sense circuit operable to drive the analog outbound data onto a bus.

Abstract: The description relates to devices and air cooling of devices. One example can include a heat generating component positioned in a housing and a temperature-based gas separation assembly configured to receive ambient air and to separate the ambient air into warmer air that is directed outside the housing and cooler air that is directed inside the housing to cool the heat generating component.

Abstract: A battery module locating tool includes a support pillar and a plurality of fixtures supported on the support pillar. Each fixture is individually translatable along the support pillar and arranged to locate a battery cell according to a longitudinal datum and a lateral datum. The support pillar is movable toward and away from a battery frame onto which the battery cell is located.

Abstract: Systems and methods for off-road connectivity and sharing of time-sensitive information. Techniques described herein may be utilized to allow for off-road vehicles to share their animal watching information quickly with other off-road vehicles via vehicle-to-vehicle (V2V) and/or vehicle-to-everything (V2X) communications in real-time. Real-time watching information may be shared from off-road vehicles to one another, thereby enabling a more pleasant watching experience, as individuals are able to spend less time exploring and searching for wild animals and more time at points of interests where wild animals are expected to be seen based on information provided by other watchers.

Abstract: A second base station (BS2) comprises one or more processors and memory storing instructions that, when executed by the one or more processors, cause BS2 to: transmit, to a wireless device (WD), while BS2 has a WD context of the WD, a radio resource control release message indicating to suspend one or more radio bearers (RBs) associated with the WD context; transmit, to the WD, a bearer configuration indicating that a first RB of the one or more RBs is configured for a small data transmission procedure; receive, from a first base station (BS1), a first message requesting to retrieve the WD context of the WD; send, to BS1, a second message indicating: not to relocate the WD context of the WD; the first RB configured for the SDT procedure; and a data forwarding address for uplink data associated with the first RB.

Abstract: A cooking apparatus includes a lower housing having a lower heating surface, an upper housing having an upper heating surface, and a fan assembly configured to direct a flow of heated air into a space between the upper heating surface and the lower heating surface.