Abstract: Genetically modified mice characterized by one or more symptoms or signs associated with expression of human APOE4p and mouse Trem2p and relevant to non-familial late-onset Alzheimer's disease are provided wherein the genome of the mouse includes: 1) a DNA sequence encoding a human APOE4 protein (APOE4p) operably linked to a promoter; and 2) a DNA sequence encoding a mouse Trem2 protein having a mutation p,R47H (Trem2p) operably linked to a promoter, such that the mouse expresses human APOE4p and mouse Trem2p. Methods ace provided for screening for a compound for use in the treatment of Alzheimer's disease using such genetically modified mice.

Abstract: Provided are computing systems, methods, and platforms that automatically produce production-ready machine learning models and deployment pipelines from minimal input information such as a raw training dataset. In particular, one example computing system can import a training dataset associated with a user. The computing system can execute an origination machine learning pipeline to perform a model architecture search that selects and trains a machine learning model for the training dataset. Execution of the origination machine learning pipeline can also result in generation of a deployment machine learning pipeline configured to enable deployment of the machine learning model (e.g., running the machine learning model to produce inferences and/or optionally other tasks such as re-training and/or re-tuning the model).

Abstract: A method and apparatus is described for interacting with a security system using a television remote control. Commands sent by the remote control are received by an auxiliary interface device, which then provides the commands to a security system controller either directly, via a local-area network, or via a wide-area network and server. Status and acknowledgement messages are transmitted from the security system controller to the auxiliary device, whereupon they are provided to and displayed by a television in the form of a security dashboard.

Abstract: In one embodiment, a method conducted by a movable barrier gateway device is disclosed for controlling a movable barrier, comprising receiving, by a communication interface, a remote command from a remote control device to move the movable barrier, the remote command sent over a network, delaying transmission of a signal to a movable barrier controller to move the movable barrier, by a processor, for a predetermined time period after the remote command is received, detecting movement of the movable barrier within the predetermined time period by a barrier movement detector, and ignoring the remote command by the processor in response to detecting movement of the movable barrier within the predetermined time period.

Abstract: A method and apparatus for detecting remote network devices. In one embodiment, the method comprises detecting an event and a) transmitting a message requesting a response from one or more remote network devices, the message comprising a first network identification code, and b) determining whether a response to the message has been received, the response transmitted by a remote network device after receiving the message and determining that the first network identification code matches a second network identification code stored within the remote network device, the response comprising identification information of the remote network device. If c) a response has not been received, terminating the method for detecting remote network devices if a pre-determined time period has elapsed since transmitting the message. If d) a response has been received, storing identification information associated with the responding remote network device and repeating steps a-d until no further responses are received.

Abstract: Aspects of the disclosure are directed to adaptive correction of radar channel-to-channel time-dependent errors. In accordance with one aspect, the adaptive correction of radar channel-to-channel time-dependent errors includes transforming a digitized data flow to generate a transformed data flow; detecting the transformed data flow to generate a detected data flow; focusing the detected data flow to generate a focused data flow; and aligning the focused data flow to generate a corrected data flow. In one aspect, it may further include performing a direction of arrival (DOA) processing on the corrected data flow to generate a resolved data set, processing the resolved data set to generate a post-processed data set, radiating a transmit radar waveform, capturing a receive radar waveform related to the transmit radar waveform and generating the digitized data flow based on the receive radar waveform.

Abstract: A method and apparatus is described for interacting with a security system using a television remote control. Commands sent by the remote control are received by an auxiliary interface device, which then provides the commands to a security system controller either directly, via a local-area network, or via a wide-area network and server. Status and acknowledgement messages are transmitted from the security system controller to the auxiliary device, whereupon they are provided to and displayed by a television in the form of a security dashboard.

Abstract: Systems, methods and apparatus are described for propagating a primary alert from a premises monitoring system or device by a home entertainment device. A premises monitoring system or device, such as a security system, smoke detector, fire detector, carbon monoxide detector, baby monitor, smart speaker, etc., emit a primary alert when a predetermined event or condition occurs associated with a monitored premises. An indication of the primary alert is received by one or more home entertainment devices, and at least one of the home entertainment devices causes a secondary alert to occur, for example, an audio notification and/or a visual notification from the at least one home entertainment device.

Abstract: Methods and apparatus are described to automatically re-enable monitoring of a bypassed security sensor by a security system control device.

Abstract: The present disclosure relates to a software application used on mobile devices that enables professional monitoring services to DIY monitoring systems that lack an ability to communicate with remote monitoring facilities. In one embodiment, alert messages are transmitted by a monitoring system gateway and received by a personal communication device. The alert messages indicate occurrences of events at a monitored premises. When the software application determines that an incoming communication is an alert message, an indication is provided to a user of the mobile device that an event has occurred at the premises, and giving the user a predetermined time period in which to respond to the indication. If the user fails to respond to the indication within a predetermined time period, a message is transmitted to a remote monitoring facility, alerting the remote monitoring facility of the event.

Abstract: In one embodiment, a method conducted by a movable barrier gateway device is disclosed for controlling a movable barrier, comprising receiving, by a communication interface, a remote command from a remote control device to move the movable barrier, the remote command sent over a network, delaying transmission of a signal to a movable barrier controller to move the movable barrier, by a processor, for a predetermined time period after the remote command is received, detecting movement of the movable barrier within the predetermined time period by a barrier movement detector, and ignoring the remote command by the processor in response to detecting movement of the movable barrier within the predetermined time period.

Abstract: A method and apparatus for monitoring a door or a window is disclosed. In one embodiment, a method is described, comprising receiving, by a processor, an electronic signal from a motion sensor in response to movement of the door or window, determining a direction of movement of the door or window from the electronic signal by the processor, comparing the direction of movement to a predetermined direction by the processor, detecting, by the processor, an alarm condition of the door or window if the electronic signal indicates that the door or window is being opened, and transmitting, by a transmitter coupled to the processor, an alarm signal when the alarm condition has been detected.

Abstract: A heating device includes a base member and a gas burner mounted in or on the base member. An upper housing located above the base member and a tabletop mounted above the upper housing. A hollow heat shield having a proximal end located on or near the base member, and a distal end located within the upper housing, and a support member extending between the base member and the upper housing or tabletop. The distal end of the heat shield extends beyond a proximal end of the upper housing, defining a region of vertical overlap between the heat shield and the upper housing.

Abstract: Methods and apparatus are described to automatically re-enable monitoring of a bypassed security sensor by a security system control device.

Abstract: The present disclosure relates to a software application used on mobile devices that enables professional monitoring services to DIY monitoring systems that lack an ability to communicate with remote monitoring facilities. In one embodiment, alert messages are transmitted by a monitoring system gateway and received by a personal communication device. The alert messages indicate occurrences of events at a monitored premises. When the software application determines that an incoming communication is an alert message, an indication is provided to a user of the mobile device that an event has occurred at the premises, and giving the user a predetermined time period in which to respond to the indication. If the user fails to respond to the indication within a predetermined time period, a message is transmitted to a remote monitoring facility, alerting the remote monitoring facility of the event.

Abstract: A method and apparatus for monitoring a door or a window is disclosed. In one embodiment, a method is described, comprising receiving, by a processor, an electronic signal from a motion sensor in response to movement of the door or window, determining a direction of movement of the door or window from the electronic signal by the processor, comparing the direction of movement to a predetermined direction by the processor, detecting, by the processor, an alarm condition of the door or window if the electronic signal indicates that the door or window is being opened, and transmitting, by a transmitter coupled to the processor, an alarm signal when the alarm condition has been detected.

Abstract: Embodiments of a central security monitoring device for reducing incidences of false alarms in a security system is disclosed. In one embodiment, a method is described, comprising receiving an alarm signal from an occupancy sensor via a receiver, receiving a second alarm signal from a barrier alarm device after receiving the alarm signal, determining, by a processor, an elapsed time from when the alarm signal from the occupancy sensor was received to when the second alarm signal from the barrier alarm device was received, transmitting, by the processor via a network interface, a message to a personal communication device indicating that a false alarm has occurred when the elapsed time is less than the predetermined time.

Abstract: Body armor carrier garments that provide a comfortable compression/stretch fit garment that holds removable ballistic and/or stab-resistant packets or panels are described. Some implementations include a garment that houses ballistic panels in a stable and flexible manner.

Abstract: A method and apparatus for detecting remote network devices. In one embodiment, the method comprises detecting an event and a) transmitting a message requesting a response from one or more remote network devices, the message comprising a first network identification code, and b) determining whether a response to the message has been received, the response transmitted by a remote network device after receiving the message and determining that the first network identification code matches a second network identification code stored within the remote network device, the response comprising identification information of the remote network device. If c) a response has not been received, terminating the method for detecting remote network devices if a pre-determined time period has elapsed since transmitting the message. If d) a response has been received, storing identification information associated with the responding remote network device and repeating steps a-d until no further responses are received.

Abstract: Embodiments of a central security monitoring device for reducing incidences of false alarms in a security system is disclosed. In one embodiment, a method is described, comprising receiving an alarm signal from an occupancy sensor via a receiver, receiving a second alarm signal from a barrier alarm device after receiving the alarm signal, determining, by a processor, an elapsed time from when the alarm signal from the occupancy sensor was received to when the second alarm signal from the barrier alarm device was received, transmitting, by the processor via a network interface, a message to a personal communication device indicating that a false alarm has occurred when the elapsed time is less than the predetermined time.