Abstract: Deployable structures are described, in particular linearly-deployable structures, such as masts or booms. The masts may be stowed for transport and then deployed at their destination in space or on earth. A deployment system includes a storage reel storing a stowed elongate band. A drive mechanism biases and guides the band helically out of the storage reel to form an elongated mast. Adjacent edges of the deployed band may secure together using openings and corresponding protrusions, such as rivets. A welding system may use a rotating welder to weld adjacent edges of the band as it deploys. The band may be formed of multiple band segments attached together by connectors such as doublers. Protrusions such as rivets or other fasteners may attach the connectors to opposing sides of the band segments. A cylindrical space habitat or other macrostructure may be formed using multiple deployable masts that connect large rings.

Abstract: Deployable structures are described, in particular linearly-deployable structures, such as masts or booms. The masts may be stowed for transport and then deployed at their destination in space or on earth. A deployment system includes a storage reel storing a stowed elongate band. A drive mechanism biases and guides the band helically out of the storage reel to form an elongated mast. Adjacent edges of the deployed band may secure together using openings and corresponding protrusions, such as rivets. A welding system may use a rotating welder to weld adjacent edges of the band as it deploys. The band may be formed of multiple band segments attached together by connectors such as doublers. Protrusions such as rivets or other fasteners may attach the connectors to opposing sides of the band segments. A cylindrical space habitat or other macrostructure may be formed using multiple deployable masts that connect large rings.

Abstract: Deployable structures are described, in particular linearly-deployable structures, such as masts or booms. The masts may be stowed for transport and then deployed at their destination in space or on earth. A deployment system includes a storage reel storing a stowed elongate band. A drive mechanism biases and guides the band helically out of the storage reel to form an elongated mast. Adjacent edges of the deployed band may secure together using openings and corresponding protrusions, such as rivets. A welding system may use a rotating welder to weld adjacent edges of the band as it deploys. The band may be formed of multiple band segments attached together by connectors such as doublers. Protrusions such as rivets or other fasteners may attach the connectors to opposing sides of the band segments. A cylindrical space habitat or other macrostructure may be formed using multiple deployable masts that connect large rings.

Abstract: Techniques for training neural networks in accordance with an adaptive loss scaling scheme are disclosed. One aspect of the present disclosure relates to a method of training a neural network including a plurality of layers, including determining, by one or more processors, layer-wise loss scale factors for the respective layers and updating, by the one or more processors, parameters for the layers in accordance with error gradients for the layers, wherein the error gradients are scaled with the corresponding layer-wise loss scale factors.

Abstract: An antenna floor tile for a raised floor system comprises a frame; an insert supported by the frame, the insert including a top surface; a recess disposed below the top surface; an antenna attached to the insert within the recess; and a protective layer disposed over the antenna.

Abstract: Systems and methods may provide for monitoring an input audio signal from an onboard microphone of a mobile device while a host processor of the mobile device is in a standby mode. Additionally, a predetermined audio pattern may be identified in the input audio signal and a device location session may be triggered with respect to the mobile device based on the predetermined audio pattern. In one example, an output audio signal is generated during the device location session.

Abstract: Systems and methods may provide for monitoring an input audio signal from an onboard microphone of a mobile device while a host processor of the mobile device is in a standby mode. Additionally, a predetermined audio pattern may be identified in the input audio signal and a device location session may be triggered with respect to the mobile device based on the predetermined audio pattern. In one example, an output audio signal is generated during the device location session.

Abstract: Systems and methods may provide for monitoring an input audio signal from an onboard microphone of a mobile device while a host processor of the mobile device is in a standby mode. Additionally, a predetermined audio pattern may be identified in the input audio signal and a device location session may be triggered with respect to the mobile device based on the predetermined audio pattern. In one example, an output audio signal is generated during the device location session.

Abstract: Various methods and systems for modifying an indicator corresponding to an alert are described herein. One example method includes detecting an alert with a computing device. The method also includes monitoring a noise level in an environment surrounding a computing device. In addition, the method includes modifying the indicator corresponding to the alert based on the noise level. Furthermore, the method includes providing the modified indicator corresponding to the alert.

Abstract: An antenna floor tile for a raised floor system comprises a frame; an insert supported by the frame, the insert including a top surface; a recess disposed below the top surface; an antenna attached to the insert within the recess; and a protective layer disposed over the antenna.

Abstract: Various methods and systems for modifying an indicator corresponding to an alert are described herein. One example method includes detecting an alert with a computing device. The method also includes monitoring a noise level in an environment surrounding a computing device. In addition, the method includes modifying the indicator corresponding to the alert based on the noise level. Furthermore, the method includes providing the modified indicator corresponding to the alert.

Abstract: Systems and methods may provide for monitoring an input audio signal from an onboard microphone of a mobile device while a host processor of the mobile device is in a standby mode. Additionally, a predetermined audio pattern may be identified in the input audio signal and a device location session may be triggered with respect to the mobile device based on the predetermined audio pattern. In one example, an output audio signal is generated during the device location session.