Abstract: A method of initiating a KPI backfill operation for a cellular network based on detecting a network data anomaly, where the method includes receiving, by an anomaly detection and backfill engine (ADBE) executed by a computing device, a data quality metric that is based on a KPI of the cellular network; detecting, by the ADBE, the network data anomaly based on the data quality metric being more than a threshold amount different than a predicted value for the data quality metric, where the network data anomaly indicates that at least a portion of a data stream from which the KPI is calculated was unavailable for a previous iteration of the KPI; and providing, by the ADBE and based on detecting the network data anomaly, a backfill command to a backfill processing pipeline to perform the backfill operation by reaggregating the KPI when the portion of the data stream becomes available.

Abstract: A method includes receiving, by a memory management unit (MMU) comprising a translation lookaside buffer (TLB) and a configuration register, a request from a processor core to directly modify an entry in the TLB. The method also includes, responsive to the configuration register having a first value, operating the MMU in a software-managed mode by modifying the entry in the TLB according to the request. The method further includes, responsive to the configuration register having a second value, operating the MMU in a hardware-managed mode by denying the request.

Abstract: Techniques including a memory controller with a set of memory channel queues, wherein memory channel queues of the set of memory channel queues correspond to memory channels to access a set of memory modules, a first arbitration module, and a second arbitration module. The memory controller is configured to receive a first memory request from the peripheral and place one or more portions of the first memory request in the memory channel queues of the set of memory channel queues. The first arbitration module is configured to determine an arbitration algorithm, select a first memory channel queue based on the arbitration algorithm, present the one or more portions of the first memory request in the selected first memory channel queue to the second arbitration module, and output the presented one or more portions of the first memory request based on a selection by the second arbitration module.

Abstract: Provided herein are MAPT RNAi agents and compositions comprising a MAPT RNAi agent. Also provided herein are methods of using the MAPT RNAi agents or compositions comprising a MAPT RNAi agent for reducing MAPT expression and/or treating tauopathy in a subject.

Abstract: The present invention is a smart wireless remote-control device with image recognition function. The remote-control device mainly includes an image recognition mechanism, which is electrically connected to a signal transmission mechanism. The image recognition mechanism is composed of a camera lens unit and an image analysis unit, which is used to capture external images, and after interpretation, transmit the judgment results to the signal transmitting mechanism. The signal transmitting mechanism has a built-in transmitter that can send command signals wirelessly, such as Bluetooth, radio frequency (RF), and infrared (IR) transmitters, etc., for wirelessly sending command signals to the preset target. The target is equipped with a signal receiver. When receiving a command signal, it can perform predetermined actions to achieve the effect of wireless image recognition and intelligent remote control.

Abstract: The present invention provides a smart mirror, which can be installed in a bathroom vanity box, an indoor vanity table, or a general cosmetic mirror, sports mirror, etc., which is characterized in that an intelligent identification device is arranged inside the mirror. The main body of the intelligent recognition device is a controller, including at least combined with an image recognition device, and/or an infrared sensor, and/or a voice recognition device, and connected to a switch device with electrical wires. The switch device can be electrically connected to a defogging device, and/or an audio device, and/or a lighting device, and/or a playback device, respectively. In use, the external signal source is sensed by one or more identification components inside the controller. After accurately judging the input signal, one or several instructions will be sent to activate the corresponding one or more devices to perform predetermined functional actions. That achieves intelligent home use for human.

Abstract: The present invention relates to an independent toilet seat assembly with image recognizers for automatic lifts, which Includes a seat assembly having a cushion ring and one upper lid extended therefrom and at least one image recognizer. The seat assembly can be combined on a toilet pot, and it has provided with one controller and two-powered units inside. The image recognizer can be located on the side of the seat assembly, which is electrical connected to the controller, or installed on the wall at the back of the toilet at an appropriate position, which is electrically connected to the controller by wireless means, such as a bluetooth, etc. The controller is connected to two power units, wherein the first power unit is used to control the automatic lifting and closing of the cover lid. The second power unit is used to control the automatic lifting and closing of the cushion ring.

Abstract: The present application relates to compositions (e.g., heat transfer fluids) for use in refrigeration and heat transfer applications. The compositions of the present invention are useful in methods for producing cooling and heating, and methods for replacing refrigerants and refrigeration, air conditioning, and heat pump apparatuses.

Abstract: The present invention relates to an independent toilet seat assembly with image recognizers for automatic lifts, which Includes a seat assembly having a cushion ring and one upper lid extended therefrom and at least one image recognizer. The seat assembly can be combined on a toilet pot, and it has provided with one controller and two-powered units inside. The image recognizer can be located on the side of the seat assembly, which is electrical connected to the controller, or installed on the wall at the back of the toilet at an appropriate position, which is electrically connected to the controller by wireless means, such as a bluetooth, etc. The controller is connected to two power units, wherein the first power unit is used to control the automatic lifting and closing of the cover lid. The second power unit is used to control the automatic lifting and closing of the cushion ring.

Abstract: The present application provides stabilized compositions (e.g., stabilized heat transfer fluids) comprising methyl perfluoroheptene for use, for example, in refrigeration and heat transfer applications. The stabilized compositions of the present invention are useful in methods for producing cooling and heating, methods for replacing refrigerants and refrigeration, air conditioning, heat pump apparatuses, and as solvents or dewatering agents.

Abstract: An image recognition automatic flip-top smart toilet mainly includes an image recognition chip provided on one side of the toilet facing the front structure of the user, and a controller and two power packs arranged inside the toilet. The image recognition chip is electrically connected to the controller, and the controller is connected to two power packs to control their individual actions. The first power pack is used to control the automatic lifting and closing of the toilet lid, and the second power pack is used to control the automatic lifting and closing of the toilet seat ring. When the image recognition chip detects that the user in front of the toilet is a non-frontal image, it will send a signal to the controller to enable the controller to activate the first power pack to lift the toilet lid, allowing the user to sit on the seat ring for use.

Abstract: A smart chip assembly capable of communicating with each other and variable array in packaging contains at least two intelligent single-chip, which can be easily formed into a smart chip assembly by cutting after packaging. Each intelligent single-chip has a camera lens module, and each lens module is arranged in a different position and angle to separately obtain images of different angles or depths of field of the object to be recognized, and provide each intelligent single-chip to independently process the image and judge by itself. The result of each judgment based on the obtained images of different angles or depths of field can also be used as one of the options for reference judgment. Then through the mutual communication between the intelligent single-chips, they calculate and analyze different image and image dynamics, and make comprehensive judgments to obtain the best interpretation.

Abstract: The present application provides quaternary azeotrope or azeotrope-like compositions comprising trans-dichloroethylene and three or more additional components. Methods of using the compositions provided herein in cleaning, defluxing, deposition, and carrier fluid applications are also provided.

Abstract: A smart chip assembly capable of communicating with each other and variable array in packaging contains at least two intelligent single-chip, which can be easily formed into a smart chip assembly by cutting after packaging. Each intelligent single-chip has a camera lens module, and each lens module is arranged in a different position and angle to separately obtain images of different angles or depths of field of the object to be recognized, and provide each intelligent single-chip to independently process the image and judge by itself. The result of each judgment based on the obtained images of different angles or depths of field can also be used as one of the options for reference judgment. Then through the mutual communication between the intelligent single-chips, they calculate and analyze different image and image dynamics, and make comprehensive judgments to obtain the best interpretation.

Abstract: The present invention mainly provides an independent-operation intelligent image-tracking device without the need for a system for pairing and receiving at both ends. The structure of this invention includes a main body of the device and a single-chip unit combined in the main body. The main body of the device is connected with a dynamic mechanism, such as a motor with its transmission assembly, which can control the movement or rotation of the main body of the device. The single-chip unit is equipped with a lens-module, an image recognition module, an image analysis module, etc., which can obtain external images, calculate and analyze the image and shadow dynamics, and transmit the analysis results to the dynamic mechanism to perform corresponding dynamic displacements to achieve the purpose of automatically tracking target images.

Abstract: A system and method for improving network coverage is discussed herein. The system and method can improve network coverage based on lack of coverage key performance indicators generated by disconnection data when user equipment (UE) disconnects from and reconnects to a wireless network. The system determines if the disconnection is associated with a lack of coverage by the wireless network or some other reason. When the disconnection is due to lack of coverage, once the UE reconnects to the wireless network, lack of coverage data associated with the lack of coverage can be used to generate key performance indicators which can be used to improve network coverage. For example, an additional network site can be added to the network, a network site operating parameter can be adjusted, or the like.

Abstract: A single-chip solution with smart recognition by feature extraction of embedded image sensor, which provides an image sensor that performs image recognition. The chip combines an image sensor, an image preprocessor, a motion detector, a scaler array, a feature extractor, a microcontroller, and memory onto a single silicon die. Only required external non-passive component is a serial flash storage device. The motion module detects object in motion. The data is fed back to sensor for optimal exposure on object in motion. The array of image scalers crops areas of interest from input. Cropped images are extracted by the HOG feature extractor into feature vectors. Feature vectors are compared against pre-trained for image recognition, or used to train the system to recognize new images. And the microcontroller can take the classifier result and perform application-specific tasks with it to become a smart application providing excellent progressive and economic value.

Abstract: Embodiments relate to systems and methods for gas delivery for personal medical consumption having safety features. A hydrogen or oxygen gas delivery system herein can include electrolytic cores performing electrolysis-based reactions, and obtain free hydrogen (H2) gas for collection and delivery to a user. In aspects, the electrolytic core(s) can be scaled to produce a sufficient amount of hydrogen (H2) or oxygen (O2) gas so that the user can ingest that gas directly, without a need for storage. The system can be portable, and configured with a delivery tube for transmitting hydrogen or oxygen gas to a user. While safety risks are generally minimal, the system can be configured with sensors to detect fault conditions or hazards such as combustion or overpressure, which can only be caused by deliberate user action to expose gaseous products to flame or spark, and even then would not be likely to trigger violent combustion.

Abstract: The present application discloses a nasal prosthesis and a method for manufacturing the same. The nasal prosthesis includes a nasal bridge element, and the nasal bridge element includes an attachment surface configured to be attached to a muscle tissue of a human nasal bridge and an outer surface configured to be attached to a skin tissue of the human nasal bridge. The nasal prosthesis further includes a fixing structure arranged on the nasal bridge element, the fixing structure is arranged on the nasal bridge element and is one selected from the group consisting of: a through-hole cluster and/or a column cluster, a through-hole cluster and a counterbore cluster, or a column cluster and a counterbore cluster. A top surface of the column cluster forms all or a part of the attachment surface or the outer surface at a side where the column cluster is arranged.

Abstract: An image sensor includes a first pixel and a second pixel. The first pixel includes a first light sensitive element, a first light filter, and a first microlens. The second pixel is disposed adjacent to the first pixel and includes a second light sensitive element, a second light filter, and a second microlens. The first pixel is configured to direct at least some of the light received at the first microlens to the second light sensitive element of the second pixel to increase optical crosstalk so as to reduce color aliasing.