Abstract: An optical neural network is constructed based on photonic integrated circuits to perform neuromorphic computing. In the optical neural network, matrix multiplication is implemented using one or more optical interference units, which can apply an arbitrary weighting matrix multiplication to an array of input optical signals. Nonlinear activation is realized by an optical nonlinearity unit, which can be based on nonlinear optical effects, such as saturable absorption. These calculations are implemented optically, thereby resulting in high calculation speeds and low power consumption in the optical neural network.

Abstract: A system includes an enclosure having at least one panel with a grill disposed thereon. The grill includes a plurality of rounded, elongated openings, with each elongated opening having a pair of rounded ends connected by a curved middle portion. Each of the pair of rounded ends is defined by a first radius. The system further includes electrical equipment housed in the enclosure and at least one fan configured to force air over the electrical equipment and out the grill of the at least one panel.

Abstract: An automatic target recognizer system including: a database that stores target recognition data including multiple reference features associated with each of multiple reference targets; a pre-selector that selects a portion of the target recognition data based on a reference gating feature of the multiple reference features; a preprocessor that processes an image received from an image acquisition system which is associated with an acquired target and determines an acquired gating feature of the acquired target; a feature extractor and processor that discriminates the acquired gating feature with the reference gating feature and, if there is a match, extracts multiple segments of the image and detects the presence, absence, probability or likelihood of one of multiple features of each of the multiple reference targets; a classifier that generates a classification decision report based on a determined classification of the acquired target; and a user interface that displays the classification decision report.

Abstract: A water filter assembly is provided, including a filter head including a filter manifold in fluid communication with an existing water line, a head housing connected to the manifold and including landings, an elongate key member depending from a portion of the filter head, and a filter cartridge including a filter housing constructed and arranged to retain a supply of filter media, a filter closure attached to an upper end of the filter housing and having at least an inlet port and an outlet port, the closure configured for engaging the landings of the head housing and also having a recess constructed and arranged to matingly and slidingly accommodate the key member so that, upon engaging the filter head, the filter cartridge is in alignment with the filter head.

Abstract: An automatic target recognizer system including: a database that stores target recognition data including multiple reference features associated with each of multiple reference targets; a pre-selector that selects a portion of the target recognition data based on a reference gating feature of the multiple reference features; a preprocessor that processes an image received from an image acquisition system which is associated with an acquired target and determines an acquired gating feature of the acquired target; a feature extractor and processor that discriminates the acquired gating feature with the reference gating feature and, if there is a match, extracts multiple segments of the image and detects the presence, absence, probability or likelihood of one of multiple features of each of the multiple reference targets; a classifier that generates a classification decision report based on a determined classification of the acquired target; and a user interface that displays the classification decision report.

Abstract: A low profile dorsal plate for internal fixation of a radius fracture can comprise a single longitudinal portion having a distal end, and a transverse portion fixed across the distal end at an angle of about 15° to about 30° from perpendicular with respect to the longitudinal portion. The transverse portion can also have a z-axis curvature, or can be flexible to form a z-axis curvature, where the z-axis curvature corresponds to a dorsal contour of a distal radius. Also included is a first plurality of screw holes aligned within the longitudinal portion and a second plurality of screw holes aligned within the transverse portion.

Abstract: An inhibitor composition contains alkyl thiophosphoric triamide (or a mixture of alkyl thiophosphoric triamide and dicyandiamide), dissolved in a liquid medium comprising at least one organic solvent and at least one amine stabilizer, is useful in making fertilizer compositions and in a method of fertilizing target plants.

Abstract: An optical neural network is constructed based on photonic integrated circuits to perform neuromorphic computing. In the optical neural network, matrix multiplication is implemented using one or more optical interference units, which can apply an arbitrary weighting matrix multiplication to an array of input optical signals. Nonlinear activation is realized by an optical nonlinearity unit, which can be based on nonlinear optical effects, such as saturable absorption. These calculations are implemented optically, thereby resulting in high calculation speeds and low power consumption in the optical neural network.

Abstract: An optical neural network is constructed based on photonic integrated circuits to perform neuromorphic computing. In the optical neural network, matrix multiplication is implemented using one or more optical interference units, which can apply an arbitrary weighting matrix multiplication to an array of input optical signals. Nonlinear activation is realized by an optical nonlinearity unit, which can be based on nonlinear optical effects, such as saturable absorption. These calculations are implemented optically, thereby resulting in high calculation speeds and low power consumption in the optical neural network.

Abstract: A battery package includes a card, a cover, a tray, and batteries. The cover is attached to the card and includes a door and an opening formed in the front of the cover and the peripheral edge of the cover. The door is movable between an open position to provide access to the opening and a closed position. The tray is positioned between the card and the cover and includes multiple receptacles. Each battery is positioned within one of the receptacles. The card includes a recess in the outer edge of the card at a battery removal position. The tray is movable relative to the card and the cover to selectively align one of the receptacles with the opening in the battery removal position. With the door in the open position, the battery in the receptacle in the battery removal position is accessible through the opening.

Abstract: A system for monitoring a plurality of machines of a facility is disclosed. The system comprises a plurality of data network devices configured to communicate with one another via at least one network. The data network devices are configured to collect machine data from the plurality of machines and distribute the machine data via the at least one network. The system further comprises data display devices configured to provide a graphical user interface that enables a user to view and analyze the machine data that is collected and distributed by the data network devices.

Abstract: Diagnostic eyewear systems are disclosed that facilitate the evaluation of and adjustment to monovision as a solution for near vision loss experienced by corrected nearsighted and normal vision persons. The diagnostic eyewear include a magnifying lens and a non-magnifying lens, and a frame that allows the user to switch the locations of the magnifying and non-magnifying lenses from one eye to another. Multiple diagnostic eyewear may be provided as a set, with the magnifying lens of each eyewear having a different magnification power. The diagnostic eyewear may be used to determine magnification eye preference, magnification strength and distance eye preference in order to facilitate acclimation to monovision.

Abstract: A cutting board system that includes a cutting surface that removeably cooperates with at least one side of a base portion of the cutting board system. In a preferred aspect, the cutting surface includes a cutting layer and an indicator layer that underlies the cutting layer. Exposure of the indicator layer provides an indication as to degradation or use of the cutting layer and is indicative of desired replacement of the cutting surface. In a more preferred embodiment, respective cutting layers are associated with the generally opposite sides of the indicator layer such that the cutting surface is reversible.

Abstract: A cutting board system that includes a cutting surface that removeably cooperates with at least one side of a base portion of the cutting board system. In a preferred aspect, the cutting surface includes a cutting layer and an indicator layer that underlies the cutting layer. Exposure of the indicator layer provides an indication as to degradation or use of the cutting layer and is indicative of desired replacement of the cutting surface. In a more preferred embodiment, respective cutting layers are associated with the generally opposite sides of the indicator layer such that the cutting surface is reversible.

Abstract: Techniques are provided for securely obtaining trusted information in an online environment. A first entity stores trusted information from a third entity. A second entity retrieves the trusted information from the first entity. In response to a request from a computing device of the third entity, the first entity identifies a set of attributes selected by the second entity. The first entity identifies, from a profile of the third entity, a set of values that correspond to the set of attributes. The first entity may immediately transmit the set of values to the second entity or may first cause the set of values to be presented to the third entity, for example, in an electronic form. The form may allow some of the values to be editable by the third entity and may prevent other of the values to be edited.

Abstract: A battery package includes a card, a cover attached to the card, a tray positioned between the card and the cover, batteries, and tabs. The cover includes an opening and a door. The door is movable between an open position to provide access to the opening and a closed position. The tray includes a plurality of receptacles in which are positioned the batteries. Each tab is removably attached to one of the batteries and is positioned between the cover and the battery. The tray is rotatable relative to the card and the cover about an axis of rotation to selectively align one of the receptacles with the opening in a battery removal position. With the door in the open position, the tab attached to the battery in the receptacle in the battery removal position is accessible through the opening from the front of the cover and the peripheral edge of the cover.

Abstract: An inhibitor composition contains alkyl thiophosphoric triamide (or a mixture of alkyl thiophosphoric triamide and dicyandiamide), dissolved in a liquid medium comprising at least one organic solvent and at least one amine stabilizer, is useful in making fertilizer compositions and in a method of fertilizing target plants.