Abstract: Provided are a cathode hybrid electrolyte for a solid secondary battery, a cathode including the cathode hybrid electrolyte, a method of preparing the cathode, and a solid secondary battery including the cathode hybrid electrolyte, wherein the cathode hybrid electrolyte includes an ion conductor represented by Formula 1, and an ionic liquid, where at least a portion of the anions of the ionic liquid comprise the same anionic moiety —Y? of the ion conductor, where, in Formula 1, X, R1 to R3, Y?, and n are the same as defined in the detailed description.

Abstract: A display may have a pixel array such as a liquid crystal pixel array. The pixel array may be illuminated with backlight illumination from a direct-lit backlight unit. The backlight unit may include an array of light-emitting diodes (LEDs) on a printed circuit board. The display may have a notch to accommodate an input-output component. Reflective layers may be included in the notch. The backlight may include a color conversion layer with a property that varies as a function of position. The light-emitting diodes may be covered by a slab of encapsulant with recesses in an upper surface.

Abstract: An all-solid battery including a cathode including a cathode active material layer; an anode including an anode current collector, and an interlayer disposed on the anode current collector; and a solid electrolyte layer disposed between the cathode and the anode, the solid electrolyte layer including a porous first surface facing the anode, and an opposite second surface, wherein the interlayer of the anode faces the solid electrolyte layer, and the interlayer includes a water-soluble first layer and a second layer disposed on the first layer, the second layer facing the anode current collector, wherein the first layer includes a first binder on at least a portion of the porous first surface of the solid electrolyte layer, and wherein the second layer includes an organic second binder.

Abstract: Microfluidic apparatuses, systems, devices and associated fluid manipulation and extraction devices, and methods of using them are presented. The devices may be useful for analysis of clinical, laboratory, chemical, or biological samples. A fluid application and extraction interface device may include a waste reservoir with a fluid trap extending above a waste chamber, an opening through the waste reservoir above the sample inlet, and a transfer conduit extending through the waste reservoir so that fluid may pass from the transfer conduit into the waste reservoir and be trapped within the waste chamber.

Abstract: Aspects of the subject technology provide improved techniques for gesture recognition. Improved techniques may include detecting and/or classifying an interaction between the body part and another object in a scan of the body part, and then controlling recognition of a gesture based on the interaction. In an aspect, recognition parameters may be selected based on the interaction classification that disable recognition of one or more gestures while not disabling recognition of other gestures.

Abstract: A digital microfluidics (DMF) device can be used to extract plasma from whole blood and manipulate the extracted plasma. The device can have a plasma separation membrane disposed between a sample inlet and sample outlet that leads into the DMF device. Once the plasma contacts the actuation electrodes of the DMF device, the plasma can be actively extracted from the whole blood sample by actuating the actuation electrodes to pull the plasma through plasma separation membrane.

Abstract: Digital microfluidic (DMF) apparatuses, systems, devices and associated fluid manipulation and extraction devices, and methods of using them are presented. The devices may be useful for analysis of clinical, laboratory, chemical, or biological samples. A fluid application and extraction interface device may include a waste reservoir with a fluid trap and a transfer conduit extending through the waste reservoir so that fluid may pass from the transfer conduit into the waste reservoir and be trapped within the waste chamber. A transfer conduit may be configured to double back on itself and to hold a fluid sample. A DMF apparatus may be configured to hold and process large sample volumes.

Abstract: Systems, methods, and software to manage tags in association with vertices of a graph. In one implementation, a graph management system identifies a request to tag vertices in the graph, wherein the request indicates one or more attributes to qualify for the tag as part of a conditional expression. The graph management system further identifies vertices in the graph with the one or more attributes. Once identified, the graph management system assigns the tag to the vertices wherein the tag comprises an attribute assigned to the identified vertices.

Abstract: A digital microfluidics (DMF) device can be used to extract plasma from whole blood and manipulate the extracted plasma. The device can have a plasma separation membrane disposed between a sample inlet and sample outlet that leads into the DMF device. Once the plasma contacts the actuation electrodes of the DMF device, the plasma can be actively extracted from the whole blood sample by actuating the actuation electrodes to pull the plasma through plasma separation membrane.

Abstract: The invention concerns an Interoperability Environment comprising: a core software engine comprising means to collect and transfer electronic data from any number of sources including medical devices, clinical information systems, hospital information systems, a means to apply rules to improve compliance with hospital approved protocols, standards and guidances, a means to update all subsystems using any given parameter when the parameter is updated in the official recognized source of truth for that parameter, a means to populate the CIS with all required patient information, while at the same time maintaining all quality and process control data in a format supporting advanced analytics separate from the CIS data, a means to communicate notifications to any number of remote electronic devices without limitation of platform and comprising a hardware eco system comprising means to collect, translate, store and send electronic data to the core software engine for any electronic source via communication methods

Abstract: Embodiments are directed to systems and methods of implementing an analog neural network using a pipelined SRAM architecture (“PISA”) circuitry disposed in on-chip processor memory circuitry. The on-chip processor memory circuitry may include processor last level cache (LLC) circuitry. One or more physical parameters, such as a stored charge or voltage, may be used to permit the generation of an in-memory analog output using a SRAM array. The generation of an in-memory analog output using only word-line and bit-line capabilities beneficially increases the computational density of the PISA circuit without increasing power requirements.

Abstract: A digital microfluidics (DMF) device can be used to extract plasma from whole blood and manipulate the extracted plasma. The device can have a plasma separation membrane disposed between a sample inlet and sample outlet that leads into the DMF device. Once the plasma contacts the actuation electrodes of the DMF device, the plasma can be actively extracted from the whole blood sample by actuating the actuation electrodes to pull the plasma through plasma separation membrane.

Abstract: The present disclosure is directed to systems and methods of implementing a neural network using in-memory, bit-serial, mathematical operations performed by a pipelined SRAM architecture (bit-serial PISA) circuitry disposed in on-chip processor memory circuitry. The on-chip processor memory circuitry may include processor last level cache (LLC) circuitry. The bit-serial PISA circuitry is coupled to PISA memory circuitry via a relatively high-bandwidth connection to beneficially facilitate the storage and retrieval of layer weights by the bit-serial PISA circuitry during execution. Direct memory access (DMA) circuitry transfers the neural network model and input data from system memory to the bit-serial PISA memory and also transfers output data from the PISA memory circuitry to system memory circuitry.

Abstract: The present disclosure is directed to systems and methods of bit-serial, in-memory, execution of at least an nth layer of a multi-layer neural network in a first on-chip processor memory circuitry portion contemporaneous with prefetching and storing layer weights associated with the (n+1)st layer of the multi-layer neural network in a second on-chip processor memory circuitry portion. The storage of layer weights in on-chip processor memory circuitry beneficially decreases the time required to transfer the layer weights upon execution of the (n+1)st layer of the multi-layer neural network by the first on-chip processor memory circuitry portion. In addition, the on-chip processor memory circuitry may include a third on-chip processor memory circuitry portion used to store intermediate and/or final input/output values associated with one or more layers included in the multi-layer neural network.

Abstract: Digital microfluidic (DMF) apparatuses, systems, devices and associated fluid manipulation and extraction devices, and methods of using them are presented. The devices may be useful for analysis of clinical, laboratory, chemical, or biological samples. A fluid application and extraction interface device may include a waste reservoir with a fluid trap and a transfer conduit extending through the waste reservoir so that fluid may pass from the transfer conduit into the waste reservoir and be trapped within the waste chamber. A transfer conduit may be configured to double back on itself and to hold a fluid sample. A DMF apparatus may be configured to hold and process large sample volumes.

Abstract: Digital microfluidic (DMF) apparatuses, systems, devices and associated fluid manipulation and extraction devices, and methods of using them are presented. The devices may be useful for analysis of clinical, laboratory, chemical, or biological samples. A fluid application and extraction interface device may include a waste reservoir with a fluid trap and a transfer conduit extending through the waste reservoir so that fluid may pass from the transfer conduit into the waste reservoir and be trapped within the waste chamber. A transfer conduit may be configured to double back on itself and to hold a fluid sample. A DMF apparatus may be configured to hold and process large sample volumes.

Abstract: The present disclosure is directed to systems and methods of implementing a neural network using in-memory mathematical operations performed by pipelined SRAM architecture (PISA) circuitry disposed in on-chip processor memory circuitry. A high-level compiler may be provided to compile data representative of a multi-layer neural network model and one or more neural network data inputs from a first high-level programming language to an intermediate domain-specific language (DSL). A low-level compiler may be provided to compile the representative data from the intermediate DSL to multiple instruction sets in accordance with an instruction set architecture (ISA), such that each of the multiple instruction sets corresponds to a single respective layer of the multi-layer neural network model. Each of the multiple instruction sets may be assigned to a respective SRAM array of the PISA circuitry for in-memory execution.

Abstract: A method and apparatus for encoding an image. In one embodiment, the method comprises encoding, using a tiled Cohen-Daubechies-Feauveau (CDF) filter, a plurality of tiles of the image, wherein update step results of one tile edge of a first tile of the plurality of tiles are used as inputs to a predict step of an adjacent tile edge.

Abstract: The present invention discloses an exercise device that is used to perform squat exercise. The device comprises a support bar, a height-adjustable support tube or column, a base, an electronic unit, and a seat. The support bar is positioned on a top portion of the support tube via a set of springs. The sprigs are configured to reposition the support bar to a horizontal position after the user leaves the seat and rises back into the upright body position. The electronic unit is configured to receive a set threshold value on maximum squat count from a user. The electronic unit records the squat count and provide an alert when the squat count exceeds the set threshold value on maximum squat count to be performed by the user, thereby it prevents injuries caused due to over enthusiastic during the exercise session.