Abstract: Systems and methods are provided for monitoring a plurality of chat messages. Values are extracted from multiple chat messages between a first party and a second party. Context is determined for the values and/or messages. The context is used to determine the relationship between the values, messages, and one or more transactions. Once all values of a transaction are identified, an order ticket is generated.

Abstract: Methods, devices, and systems for facilitation of electronic message management involve receiving a message generated from a user of one communication system, augmenting the message with data indicative of the user, communicating the augmented message to a second communication system, and presenting the message to a user of the second communication system such that the message is separate from other received messages not having data indicative of the first user.

Abstract: An artificial neural network with a context pathway and a method of identifying a classification of information using an artificial neural network with a context pathway. An artificial neural network comprises up-stream layers and down-stream layers. An output of the up-stream layers is provided as input to the down-stream layers. A first input to the artificial neural network to the up-stream layers is configured to receive input data. A second input to the artificial neural network to the down-stream layers is configured to receive context data. The context data identifies a characteristic of information in the input data. The artificial neural network is configured to identify a classification of the information in the input data at an output of the down-stream layers using the context data.

Abstract: A method for increasing a speed or energy efficiency at which a computer is capable of modeling a plurality of random walkers. The method includes defining a virtual space in which a plurality of virtual random walkers will move among different locations in the virtual space, wherein the virtual space comprises a plurality of vertices and wherein the different locations are ones of the plurality of vertices. A corresponding set of neurons in a spiking neural network is assigned to a corresponding vertex such that there is a correspondence between sets of neurons and the plurality of vertices, wherein a spiking neural network comprising a plurality of sets of spiking neurons is established. A virtual random walk of the plurality of virtual random walkers is executed using the spiking neural network, wherein executing includes tracking how many virtual random walkers are at each vertex at a given time increment.

Abstract: A method for increasing a speed or energy efficiency at which a computer is capable of modeling a plurality of random walkers. The method includes defining a virtual space in which a plurality of virtual random walkers will move among different locations in the virtual space. The method also includes either assigning a corresponding set of ringed neurons in a spiking neural network to a corresponding virtual random walker, or assigning a corresponding set of ringed neurons to a point in the virtual space. Movement of a given virtual random walker is tracked by decoding differences between states of individual neurons in a corresponding given set of ringed neurons. A virtual random walk of the plurality of virtual random walkers is executed using the spiking neural network.

Abstract: A method for increasing a speed and efficiency of a computer when performing machine learning using spiking neural networks. The method includes computer-implemented operations; that is, operations that are solely executed on a computer. The method includes receiving, in a spiking neural network, a plurality of input values upon which a machine learning algorithm is based. The method also includes correlating, for each input value, a corresponding response speed of a corresponding neuron to a corresponding equivalence relationship between the input value to a corresponding latency of the corresponding neuron. Neurons that trigger faster than other neurons represent close relationships between input values and neuron latencies. Latencies of the neurons represent data points used in performing the machine learning. A plurality of equivalence relationships are formed as a result of correlating. The method includes performing the machine learning using the plurality of equivalence relationships.

Abstract: A method for treating a Klebsiella pneumonia infection in a mammal in need thereof is disclosed, the method comprising administering to the mammal an effective amount of an antibacterial aminoglycoside compound.

Abstract: The present disclosure relates to mTOR inhibitors. Specifically, the embodiments are directed to compounds and compositions inhibiting mTOR, methods of treating diseases mediated by mTOR, and methods of synthesizing these compounds.

Abstract: A method of increasing an efficiency at which a plurality of threshold gates arranged as neuromorphic hardware is able to perform a linear algebraic calculation having a dominant size of N. The computer-implemented method includes using the plurality of threshold gates to perform the linear algebraic calculation in a manner that is simultaneously efficient and at a near constant depth. “Efficient” is defined as a calculation algorithm that uses fewer of the plurality of threshold gates than a naïve algorithm. The naïve algorithm is a straightforward algorithm for solving the linear algebraic calculation. “Constant depth” is defined as an algorithm that has an execution time that is independent of a size of an input to the linear algebraic calculation. The near constant depth comprises a computing depth equal to or between O(log(log(N)) and the constant depth.

Abstract: A power adapter may include a base wall mounted power adapter configured to be plugged into a wall power outlet and at least one extension adapter unit electrically coupled to the base wall mounted power adapter and configured to be extended away from the wall power outlet. The at least one extension adapter unit may include an electrical conduit reel configured to unravel in response to the at least one extension adapter unit being extended.

Abstract: A component for a vehicle interior with a display panel is disclosed. The component may comprise a module comprising an insert and a cover. The cover and the insert may be configured to facilitate optical performance of the module. The insert may allow light to pass from the display panel to the cover and may limit reflection of light between the display panel and cover. An index of refraction of the insert may match an index of refraction of the cover. An outer surface of the insert may be contoured to align with a contoured surface of the cover. The insert may comprise a flat inner surface and a curved outer surface. The insert may be attached to the cover by an adhesive comprising an index of refraction between that of the cover and the insert. The cover may comprise glass and/or plastic.

Abstract: A component for a vehicle interior with a visible surface is disclosed. The component may comprise a decorative layer coupled to a base and a cover coupled to the decorative layer. The decorative layer may comprise a natural material. The cover may comprise an inner layer comprising a portion preventing visibility of the decorative layer. The decorative layer may comprise a laminate, sheet, veneer or film. The base may comprise a nonplanar surface; inner and outer layers of the cover may be nonplanar; the inner layer of the cover may align with the nonplanar surface of the base. A portion of the inner layer of the cover may prevent illumination to pass from a display to the outer layer of the cover. The cover may comprise an opening to expose or uncover the decorative layer. Visual effects of the decorative layer and cover may provide a composite visual effect.

Abstract: Described herein are compositions and methods for intravenous administration of acetaminophen at a single dose level of less than about 1000 mg for the treatment or prevention of pain (e.g., postoperative pain) and/or fever.

Abstract: Disclosed is a vehicle comprising a frame component having an adjustable physical property; and a controller configured to receive data relating to the vehicle in use and, based on received data, determine a value of the physical property of the frame component. A method, a computer program and a control system are also disclosed.

Abstract: A neuromorphic machine and method of determining an optimum value. The neuromorphic machine comprises a plurality of spiking neurons and a plurality of blocking neurons. The plurality of spiking neurons are configured to receive a plurality of input signals representing a plurality of input values and to implement objective functions on the plurality of input values. The plurality of blocking neurons are configured to receive the plurality of input values and output from the plurality of spiking neurons as input and to provide an output signal representing an optimum value corresponding to at least one of the plurality of input values.

Abstract: Described are antibodies that specifically bind to the Axl protein and inhibit the interaction between Axl and the Axl-ligand, Gas6. Also disclosed are methods for the production and use of the anti-Axl antibodies.

Abstract: A method for processing data is provided. Data is identified by a computer system. The data is processed in parallel by the computer system using temporal transformations to form pieces of temporal data. The pieces of temporal data are placed by the computer system in an order as the pieces of temporal data are generated by the temporal transformations to form a sequence of temporal data. The order of the sequence is based on a priority of when the pieces of temporal data should be processed, enabling performing an action.

Abstract: Methods, systems, and apparatuses are described for identifying unauthorized (e.g., rogue) access points. Authorized access points can detect the presence of rogue access points by determining signal strengths associated with other access points. A detected variance from an expected signal strength can indicate a presence of a rogue access point.

Abstract: Systems and methods are described for repairing recordings with at least a portion of a content item stored by a user device. If received metadata does not match reference metadata associated with a reference of the content item, one or more portions of the content stored by the user device may be damaged. The reference metadata and at least portions of the reference content item corresponding to the one or more portions of the content stored by the user device that are damaged may be received to replace the damaged content.

Abstract: Compounds having antibacterial activity are disclosed. The compounds have the following structure (I): including stereoisomers, pharmaceutically acceptable salts and prodrugs thereof, wherein Q1, Q2, Q3, R11 and R12 are as defined herein. Methods associated with preparation and use of such compounds, as well as pharmaceutical compositions comprising such compounds, are also disclosed.