Abstract: An image sensor pixel is provided that includes a single-photon avalanche diode (SPAD), an analog counter coupled to a cathode terminal of the SPAD, and a comparator having a first input coupled to a floating diffusion node in the analog counter, a second input configured to receive a reference voltage, and a clock input configured to receive a comparator clock signal from the analog counter. The image sensor pixel can further include an analog memory circuit selectively coupled to an output of the comparator. The analog memory circuit can include a read enable switch coupled between the output of the comparator and a storage node and a plurality of capacitors coupled to the storage node via respective switches.

Abstract: The present invention relates to treatment of cancer using an anti-human ILT2 monoclonal antibody. The treatment may additionally comprise pembrolizumab, optionally with chemotherapy, or cetuximab.

Abstract: Methods, systems, and apparatus for combined or separate implementation of coarse-to-fine neural architecture search (NAS), two-phase block NAS, variable hardware prediction, and differential hardware design are provided and described. A variable predictor is trained, as described herein. Then, a controller or policy may be used to iteratively modify a neural network architecture along dimensions formed by neural network architecture parameters. The modification is applied to blocks (e.g., subnetworks) within the neural network architecture. In each iteration, the remainder of the neural network architecture parameters are modified and learned with a differential NAS method. The training process is performed with two-phase block NAS and incorporates a variable hardware predictor to predict power, performance, and area (PPA) parameters. The hardware parameters may be learned as well using the variable hardware predictor.

Abstract: Disclosed are processes for the preparation blends of at least one oil and at least one fat and the use of such blends as ingredients of various infant formulas and other articles manufacture.

Abstract: Systems and methods for depth estimation are provided. One aspect of the systems and methods includes obtaining an image. Another aspect of the systems and methods includes generating a depth map of the image using a monocular depth estimation (MDE) network, where the MDE network is trained using training data including edge data generated by a depth edge estimation (DEE) network.

Abstract: Systems, methods and non-transitory computer readable media for initiating actions based on an ongoing customer journey are provided. Customer journey data associated with an ongoing customer journey may be received. The ongoing customer journey may involve an individual and a device associated with the individual in a retail store, such as a shopping cart. The customer journey data may indicate a trajectory of the device in the retail store generated based on data captured using an indoor positioning instrument associated with the device. While the ongoing customer journey is in progress, the customer journey data may be analyzed to determine information associated with the individual. The information associated with the individual may be used to select an action associated with the individual. A digital signal configured to initiate the selected action may be generated.

Abstract: Systems, methods and non-transitory computer readable media for selecting content for presentation in retail stores are provided. Location data associated with a device associated with an individual in a retail store, such as a shopping cart, may be obtained. A data structure including a plurality of data records may be accessed. Each data record may associate a content provider, a region of the retail store and a modifiable bid amount. A group of data records that match the location data of the plurality of data records may be identified. A particular data record of the group may be selected based on the bid amounts. The particular data record may be associated with a particular content provided and a particular bid amount. Content associated with the particular content provider may be presented. An account associated with the particular content provider may be updated based on the particular bid amount.

Abstract: The invention relates to a device, method and system for dispensing a fat-based edible consumable, and more particularly relates to a device, method and system for dispensing melted or softened chocolate. The device includes a receptacle having a chamber configured to receive a fat-based edible consumable and adapted to be coupled with a source of heated and pressurised fluid; and a barrier member adapted to separate heated and pressurised fluid supplied by the source from the consumable, wherein the barrier member is configured to transfer heat and pressure from the heated and pressurised fluid; such that when heated and pressurised fluid is delivered to the barrier member at least a portion of the consumable is softened and is urged through an opening.

Abstract: An extractor for removing an implanted lead from a patient, the extractor comprising a proximal portion, a distal portion, a lumen dimensioned to receive the lead therein, a cutter at the distal portion for cutting tissue adjacent the implanted lead, and a first clamping member movable between a clamping position to clamp the lead and an unclamping position to unclamp the lead. The extractor and lead are relatively movable to remove the lead.

Abstract: An extractor for removing an implanted lead from a patient. The extractor includes a lumen dimensioned to receive the lead therein, a cutter at the distal portion for cutting tissue adjacent the lead, a distal clamping structure and a proximal clamping structure The proximal clamping structure and lead are relatively movable to extract the lead.

Abstract: The present disclosure describes neural network reduction techniques for decreasing the number of neurons or layers in a neural network. Embodiments of the method, apparatus, non-transitory computer readable medium, and system are configured to receive a trained neural network and replace certain non-linear activation units with an identity function. Next, linear blocks may then be folded to form a single block in places where the non-linear activation units were replaced by an identity function. Such techniques may reduce the number of layers in the neural network, which may optimize power and computation efficiency of the neural network architecture (e.g., without unduly influencing the accuracy of the network model).

Abstract: An extractor for removing an implanted lead from a patient. The extractor includes a lumen dimensioned to receive the lead therein, a cutter at the distal portion for cutting tissue adjacent the lead, a distal clamping structure and a proximal clamping structure The proximal clamping structure and lead are relatively movable to extract the lead.

Abstract: Methods, systems, and apparatus for combined or separate implementation of coarse-to-fine neural architecture search (NAS), two-phase block NAS, variable hardware prediction, and differential hardware design are provided and described. A variable predictor is trained, as described herein. Then, a controller or policy may be used to iteratively modify a neural network architecture along dimensions formed by neural network architecture parameters. The modification is applied to blocks (e.g., subnetworks) within the neural network architecture. In each iteration, the remainder of the neural network architecture parameters are modified and learned with a differential NAS method. The training process is performed with two-phase block NAS and incorporates a variable hardware predictor to predict power, performance, and area (PPA) parameters. The hardware parameters may be learned as well using the variable hardware predictor.

Abstract: Disclosed are processes for the preparation blends of at least one oil and at least one fat and the use of such blends as ingredients of various infant formulas and other articles manufacture.

Abstract: Methods and systems for generating and executing a database process are described. One example method includes receiving a request at the virtual server according to the infrastructure protocol, the infrastructure protocol configured to perform actions on virtual server resources; determining an application associated with the request; and performing one or more actions associated with the request using a set of application resources associated with the application.

Abstract: The invention provides oil blends, processes for the preparation thereof and their uses.

Abstract: A technology is described for a device diagnosis station. The device diagnosis station may be configured to identify an electronic device physically connected to the device diagnosis station, evaluate an operational state of the electronic device by executing testing instructions configured to test the functionality of the electronic device and collect operational state information for the electronic device. The device diagnosis station may be configured to determine the operational state of the electronic device and execute recovery instructions to restore the electronic device to an improved state when a recoverable error is detected. The device diagnosis station may be configured to initiate a device return procedure for the electronic device when a non-recoverable error state is detected.

Abstract: A preparation comprising krill oil and phospholipids. Methods of treatment comprising administering the same.

Abstract: Phospholipid preparations effective in improving brain development and brain rehabilitation are provided herein.

Abstract: An electrical connection system can include a cage and/or a corresponding cable. The cage can be formed by walls and define faces on the top, bottom, right, left, front, and rear. A rear portion can house a receiving portion of a connector interface, which can be engaged via insertion of a module through the front face, or alternately by insertion of a plug through the top face. The cable at a terminating end can include the plug, which may include a vertical upright column and a horizontal base that includes an insertion portion of the connector interface. The cable at an originating end can include another instance of the receiving portion of the connector interface. A retainer can be provided to retain the plug in engagement with the receiving portion of the connector in the cage. The retainer can include a cover or other structure on the cable and/or cage.