Abstract: A dispensing apparatus for an appliance includes a housing. The housing defines a loading chamber. A corkscrew coil is rotatably mounted in the loading chamber, and a motor is coupled to the corkscrew coil. Additionally, a chute defines an opening at an end of the corkscrew coil.

Abstract: A dispensing apparatus for an appliance includes a housing assembly which defines a loading chamber and a dispensing chamber. The dispensing chamber is separate from the loading chamber within the housing assembly. The dispensing apparatus includes a corkscrew coil rotatably mounted in the loading chamber of the housing. A motor is coupled to the corkscrew coil. Additionally, there is a first door positioned at a first opening defined by the housing assembly at the loading chamber. The first door is configured to selectively open and close the first opening. A second door positioned at a second opening is defined by the housing assembly at the chute. The second door is configured to selectively open and close the second opening.

Abstract: A dishwashing appliance includes a tub defining a wash chamber for receipt of articles for washing, the tub including a plurality of sidewalls; a door movable between a closed position and an open position, the door comprising an inner panel enclosing the wash chamber when the door is in the closed position; and a dispenser assembly mounted to the inner panel. The dispenser assembly includes a door box including a pump chamber, the pump chamber defining an inlet hole and an outlet hole; a tunnel piece extending from the pump chamber; a bottle removably coupled to the tunnel piece; and a cap connected to the bottle, wherein the cap is configured to receive at least a portion of the tunnel piece therethrough.

Abstract: A dispensing apparatus for an appliance includes a housing. The housing defines a loading chamber. A corkscrew coil is rotatably mounted in the loading chamber, and a motor is coupled to the corkscrew coil. Additionally, a chute defines an opening at an end of the corkscrew coil.

Abstract: A dispensing apparatus for an appliance includes a housing assembly which defines a loading chamber and a dispensing chamber. The dispensing chamber is separate from the loading chamber within the housing assembly. The dispensing apparatus includes a corkscrew coil rotatably mounted in the loading chamber of the housing. A motor is coupled to the corkscrew coil. Additionally, there is a first door positioned at a first opening defined by the housing assembly at the loading chamber. The first door is configured to selectively open and close the first opening. A second door positioned at a second opening is defined by the housing assembly at the chute. The second door is configured to selectively open and close the second opening.

Abstract: An oven appliance includes a cabinet defining a cooking chamber to receive items to be cooked, a cooktop situated above the cooking chamber, and a door. A user interface panel is situated above the door and in front of the cooktop. A gasket occupies the space between the user interface panel and the cooktop, wherein the gasket includes several protrusions on its ends and central body that serve as both locators for consistently orienting the gasket with respect to the user interface panel during assembly and connectors for securing the gasket to the user interface panel.

Abstract: A dishwashing appliance includes a tub defining a wash chamber for receipt of articles for washing, the tub including a plurality of sidewalls; a door movable between a closed position and an open position, the door comprising an inner panel enclosing the wash chamber when the door is in the closed position; and a dispenser assembly mounted to the inner panel. The dispenser assembly includes a door box including a pump chamber, the pump chamber defining an inlet hole and an outlet hole; a tunnel piece extending from the pump chamber; a bottle removably coupled to the tunnel piece; and a cap connected to the bottle, wherein the cap is configured to receive at least a portion of the tunnel piece therethrough.

Abstract: Technologies for performing sensor fusion include a compute device. The compute device includes circuitry configured to obtain detection data indicative of objects detected by each of multiple sensors of a host system. The detection data includes camera detection data indicative of a two or three dimensional image of detected objects and lidar detection data indicative of depths of detected objects. The circuitry is also configured to merge the detection data from the multiple sensors to define final bounding shapes for the objects.

Abstract: Technologies for performing sensor fusion include a compute device. The compute device includes circuitry configured to obtain detection data indicative of objects detected by each of multiple sensors of a host system. The detection data includes camera detection data indicative of a two or three dimensional image of detected objects and lidar detection data indicative of depths of detected objects. The circuitry is also configured to merge the detection data from the multiple sensors to define final bounding shapes for the objects.

Abstract: Various systems and methods for implementing context-based digital signal processing are described herein. An object detection system includes a processor to: access sensor data from a first sensor and a second sensor integrated in a vehicle; access an operating context of the vehicle; assign a first weight to a first object detection result from sensor data of the first sensor, the first weight adjusted based on the operating context; assign a second weight to a second object detection result from sensor data of the second sensor, the second weight adjusted based on the operating context; and perform a combined object detection technique by combining the first object detection result weighted by the first weight and the second object detection result weighted by the second weight.

Abstract: Systems and techniques for neural network training are described herein. A training set may be received for a neural network. Here, the neural network may comprise a set of nodes arranged in layers and a set of inter-node weights between nodes in the set of nodes. The neural network may then be iteratively trained to create a trained neural network. An iteration of the training may include generating a random unit vector, creating an update vector by calculating a magnitude for the random unit vector based on a degree that the random unit vector matches a gradient—where the gradient represented by a dual number, and updating a parameter vector for an inter-node weight by subtracting the update vector from a previous parameter vector of the inter-node weight. The trained neural network may then be used to classify data.

Abstract: A thermoplastic composition contains about 20 to about 90 wt. % of a polycarbonate resin; up to about 35 wt. % of an impact modifier; about 0.5 to about 30 wt. % of a polysiloxane-polycarbonate copolymer; and about 0.5 to about 20 wt. % of a phosphorus-containing flame retardant, each based on the total combined weight of the thermoplastic composition, exclusive of any filler. An article of manufacture having a wall having a thickness of 3 mm or less may be made using the composition, e.g., by molding, extruding, or shaping the above-described composition into an article. Alternatively, an article may be made by ultrasonically welding a first part comprising the foregoing composition a second part.

Abstract: An in vitro method for genotyping genetic variations in a individual, and products for use in the method.