Abstract: Methods, systems, and apparatus, including computer programs encoded on computer storage media, for pre-fetching data from memory using neural networks. One example system receives a sequence of prior program counter addresses of a computer program and corresponding delta values. The system creates an input representation based on the sequence. The system provides the input representation as input to a recurrent neural network. The system receives from the recurrent neural network an output that defines a probability distribution over future delta values. Each probability in the distribution represents a likelihood that execution of a future instruction of the computer program will cause data to be fetched from a particular future memory address.

Abstract: Disclosed herein are compounds effective for activation of Tie-2 and inhibition of HPTP-beta. The compounds can provide effective therapy for eye conditions associated with angiogenesis, for example, intraocular pressure, ocular hypertension, and glaucoma.

Abstract: Embodiments of the present disclosure generally relate to methods and apparatus for backside stress engineering of substrates to combat film stresses and bowing issues. In one embodiment, a method of depositing a film layer on a backside of a substrate is provided. The method includes flipping a substrate at a factory interface so that the backside of the substrate is facing up, and transferring the flipped substrate from the factory interface to a physical vapor deposition chamber to deposit a film layer on the backside of the substrate. In another embodiment, an apparatus for depositing a backside film layer on a backside of a substrate, which includes a substrate supporting surface configured to support the substrate at or near the periphery of the substrate supporting surface without contacting an active region on a front side of the substrate.

Abstract: A transportable fold-out at least partial enclosure includes in one aspect of the invention a stationary platform having a major surface defining a stationary plane, a plurality of side edges, a front edge and a back edge. A primary platform has a major surface defining a primary plane, an inside edge, an outside edge, a front edge, a back edge, the inside edge being joined to the stationary platform, the primary platform having a folded position in which the primary plane and stationary plane are oblique or orthogonal, and the primary platform having an extended position where the primary platform is unfolded from the stationary platform. An end wall assembly has at least two segments, each segment having a major surface defining a segment plane, side edges, a top edge and a bottom edge, the side edges of the segments being joined to each other, the bottom edges of each segment being joined to one of the stationary platform and the primary platform.

Abstract: A method includes a processing module obtaining touch data at a touch data rate. The method further includes the processing module obtaining video data at a refresh rate, wherein the touch data rate is greater than the refresh rate. For a frame of the video data, the method further includes the processing module determining a touch movement trend based on the touch data. The method further includes the processing module determining a position offset for a graphical representation of the touch data based on the touch movement trend. When the position offset exceeds an offset threshold, the method further includes the processing module adjusting position of the graphical representation of the touch data within the frame of video data based on the position offset to produce an adjusted frame of video data.

Abstract: Antigens of Toxoplasma gondii that provide specific and strong delayed type hypersensitivity (DTH) immune response, or which stimulate IFN-? secretion, are used for testing subjects for infection. Any skin testing format may be adapted for testing for the delayed type hypersensitivity, including a patch, a needle, or a prong. Presence of DTH indicates infection. Alternate methods of detecting a T cell response including monitoring IFN-? secretion may be used.

Abstract: A warhead includes a tubular warhead body including a plurality of serially arranged preferentially fragmenting projectile rings, and warhead high explosive in the warhead body.

Abstract: Security policies are made dependent on location of a device and the location of a device is determined and the appropriate security policy applied without providing the device's location to a server. A device determine its location and identifies a security policy identifier mapped to a zone including the location. The device requests the security policy corresponding to the identifier from a server and implements it. The device may also store a database of the security policies and implement them according to its location. Devices registered for a user evaluate whether locations detected for the devices correspond to impossible travel by the user. Objects encoding geolocation data of a device may be encrypted with a private key of the device and the public key of another to prevent access by an intermediary server.

Abstract: A method of providing automated application of turn radius reduction in a driver assist mode may include receiving steering wheel angle and wheel speed information to determine a target wheel slip during a turn. The method may further include comparing the target wheel slip to a current wheel slip to determine a slip error, and applying braking torque to an inside wheel based on the slip error to reduce the turn radius.

Abstract: In some implementations, a computing device can present accessory state information. For example, the computing device can receive accessory state information from various accessories and present status items representing the current state of the accessories. The status items can be prioritized according to classifications assigned to accessories and/or accessory state information. The status items can be filtered based on a role assigned to the user of the computing device. Additional implementations and details are described in the paragraphs that follow.

Abstract: A modular surgical instrument system that comprises modular components and a control circuit electrically couplable to the modular components. The modular components comprise a shaft and a handle assembly. The handle assembly comprises a disposable outer housing. The disposable outer housing is movable between an open configuration and a closed configuration. The handle assembly further comprises a control inner core receivable inside the disposable outer housing in the open configuration. The disposable outer housing is configured to isolate the control inner core in the closed configuration. The modular components further comprise a loading unit releasably couplable to the shaft and a staple cartridge releasably couplable to an end effector. The loading unit comprises the end effector.

Abstract: A system includes a computer including a processor and a memory. The memory stores instructions executable by the processor to receive a reflection magnitude from an infrared sensor during a movement of an object relative to the infrared sensor, to determine a change of the reflection magnitude, and to detect the object based on comparing the determined change of the received reflection magnitude to a change threshold.

Abstract: A speaker box assembly for mounting on a watercraft with a housing having a length and comprising a top, bottom, and front wall, wherein the front wall of the housing has a plurality of openings spaced apart along the length thereof. Each opening is configured for mounting a speaker therein. An interior cavity is configured to support a speaker body therein. The speaker box assembly is configured with at least one mounting surface which may be on a top or bottom wall and the mounting surface has at least one aperture therein for installing the speaker box in connection with an external surface of the watercraft using a fastener inserted through the aperture and connecting with the watercraft.

Abstract: A method may include storing and updating published resource entitlements for a plurality of client devices at a computing device. The method may also include using a plurality of virtual delivery appliances to receive connection requests from the client devices, with the connection requests including connection leases having associated resource entitlements the client devices are respectively permitted to access, and request validation of the connection leases from the computing device. At the computing device, responsive to validation requests from the virtual delivery appliances, the connection leases may be compared to the updated published resource entitlements and validated based thereon. At the virtual delivery appliances, the client devices may be provided with access to virtual sessions corresponding to the published resource entitlements responsive to the virtual session request validations from the computing device.

Abstract: The present disclosure provides a compound represented by structural formula (I): or a pharmaceutically acceptable salt thereof useful for treating a cancer.

Abstract: In general, devices, systems, and methods for multi-source imaging are provided.

Abstract: A computer-based content delivery method includes receiving from a first user a request for content; based on said request, delivering particular content to said first user, wherein said particular content was selected based on information associated with a second user distinct from said first user. The first second users are members of a similarity group, and the second user is a leader of said group and said first user is a follower in said group.

Abstract: A light control film is described comprising alternating transmissive regions and absorptive regions disposed between the light input surface and the light output surface. The absorptive regions have an aspect ratio of at least 30. In some embodiments, an absorptive layer or reflective layer is disposed between the alternating transmissive regions and absorptive regions and the light input surface and/or light output surface. In another embodiment, the alternating transmissive regions comprise an absorptive material. The light control film can exhibit low transmission of visible light and high transmission of near infrared light. Also described is a light detection system comprising such light control films and a microstructured film.