Abstract: Technologies for providing passive equalization with front-end level shifter (FELS) are described. One receiver device includes an input terminal, an analog signal processing circuit; and a front-end equalizer circuit coupled between the input terminal and the analog signal processing circuit. The front-end equalizer circuit includes a programmable common mode feedback (CMFB) circuit and a passive resistor-inductor-capacitor (RLC) network. The programmable CMFB circuit can receive, from the input terminal, an incoming agnostic common-mode (CM) signal having a first voltage level and a differential peak-to-peak voltage in at least one of an alternating current coupled mode (AC-coupled mode) or a direct current-coupled mode (DC-coupled mode). The programmable CMFB circuit can level shift the incoming agnostic CM signal to a CM signal having a second voltage level using an adjustable current source, the second voltage level corresponding to the analog signal processing circuit.

Abstract: Technologies for providing temperature compensation in a receiver analog front-end (RX AFE) are described. One receiver device includes an RX AFE circuit with at least one load component and at least one load inductor structure with a closed ring. The RX AFE circuit is subject to circuit parameter variation across a range of temperatures that causes a temperature drift in the receiver device. The closed ring reduces the temperature drift by generating an eddy current to reduce an effective inductance of the at least one load inductor structure. The eddy current depends on an equivalent series resistance (ESR) of the closed ring.

Abstract: In one aspect there is a method for recommending one or more providers to a member. The method may comprise at a server, receiving, from a member computing device via a provider search interface, a provider request including a member identifier and member specified criteria. Retrieving one or more provider identifiers for association with the member specified criteria. Retrieving one or more member characteristics for association with the member identifier. For each provider identifier, retrieving one or more provider characteristics for association with the provider identifier. Analyzing the member characteristics and the provider characteristics to generate an ordered list of the providers, wherein the ordered list of the providers is based upon a relevancy rank of each provider that is specific to the member, wherein the relevancy rank is a function of at least one of: a provider cost factor, a provider quality factor, or a weighted combination thereof.

Abstract: A system and method are provided for feature engineering. The method may include obtaining data from a plurality of data sources. The method may also include generating, based on the data, features for training machine learning models using a single data pipeline that uses a feature generation logic that is separate from an execution logic. The method may also include generating, based on relations and/or joins in the feature generation logic, metadata for explaining the features, and generating, based on the metadata, lineage information representing a mapping of one or more features to intermediate tables and/or input tables. The method may also include displaying the lineage information representing the mapping, including allowing a user to select and/or drill down different features, intermediate tables and/or input tables. The method may also include storing the features and the metadata for the features to a feature store.

Abstract: A robotic loading/unloading system is disclosed. In various embodiments, sensor data is received via a communication interface. The sensor data is used to determine a position and orientation of an extendable conveyor relative to a robotic loader comprising one or more robotic arms mounted on a robotically controlled rover. The determined position and orientation of the extendable conveyor relative to the robotic loader are used to control one or both of the extendable conveyor and the robotic loader to place the extendable conveyor and robotic loader to position a distal end of the extendable conveyor within reach of the one or more robotic arms at a location within a work area from which one or more pick or placement locations within the work area are within reach of at least one of the one or more robotic arms.

Abstract: A system and method of predicting a medical diagnosis is disclosed. The method includes receiving claims data, clinical data and demographic data and detecting a prediction target for the diagnosis. If present, inputting the prediction indicator and the clinical data into a machine learning model to predict diagnosis risk, to create a diagnosis risk score; determining a care seeking propensity score, from the demographic data; weighting the diagnosis risk score by the care seeking propensity score to create a weighted diagnosis risk score; determining whether the weighted diagnosis risk score indicates a likelihood of the medical diagnosis; and, in response, transmitting a recommendation for further evaluation. The machine learning model may be trained using historical claims data, clinical data, and demographic data and may be trained to detect correlation between medical diagnosis signals identified from the training data, and a positive result from a screening mechanism the medical diagnosis.

Abstract: This invention includes an autonomous driving system for automobiles, comprising: one or more common electronic communication ports of autonomous driving (communication ports) that are built-in on the automobiles; and one or more universal autonomous driving portable controllers (portable controllers) that are to be plugged-in to the said communication ports that are built-in on the automobiles. The interfaces of the communication ports and the portable controllers are both standardized such that the portable controllers can be plugged-in universally to all of the automobiles that are equipped with the built-in communication ports. The communication ports comprise electronic communication of all relevant electronic control units (ECUs) and feedback information of the automobiles, dedicated for the said portable controllers to communicate with and to control the automobiles.

Abstract: In one aspect there is a method for recommending one or more providers to a member. The method may comprise at a server, receiving, from a member computing device via a provider search interface, a provider request including a member identifier and member specified criteria. Retrieving one or more provider identifiers for association with the member specified criteria. Retrieving one or more member characteristics for association with the member identifier. For each provider identifier, retrieving one or more provider characteristics for association with the provider identifier. Analyzing the member characteristics and the provider characteristics to generate an ordered list of the providers, wherein the ordered list of the providers is based upon a relevancy rank of each provider that is specific to the member, wherein the relevancy rank is a function of at least one of: a provider cost factor, a provider quality factor, or a weighted combination thereof.

Abstract: A method for updating a vehicle reference speed for a vehicle is disclosed. The method includes increasing brake pressure to at least one wheel of the plurality of wheels and determining, via an electronic control unit, that a first wheel speed of the at least one wheel is less than a second wheel speed of another wheel of the plurality of wheels. The method also includes estimating the vehicle reference speed of the vehicle based upon the first wheel speed of the at least one wheel.

Abstract: Near normal incidence MUX/DEMUX designs may include an optical demultiplexer coupled to a photonics die, where the optical demultiplexer comprises an input fiber, thin film filters at a first surface of a substrate, a first mirror at the first surface of the substrate, and a second mirror at a second surface of the substrate. The optical demultiplexer may receive an input optical signal comprising a plurality of wavelength optical signals, reflect the input optical signal from the first mirror to the second mirror, reflect the input optical signal from the second mirror to a first of the thin film filters, communicate an optical signal at a first wavelength to the photonics die while reflecting others to the second mirror, reflect the other signals to a second of the plurality of thin film filters, and communicate an optical signal at a second wavelength to the photonics die.

Abstract: A computer-implemented method for selecting one or more providers having one or more specialties for a network available to members while satisfying one or more constraints, the method comprising: at a first computing device: receiving, from a second computing device separate and distinct from the first computer, a network provider request to select an optimized network of providers, the request including: a desired objective including at least one of provider cost minimization, provider average quality maximization and provider total volume maximization, one or more geographical designations, computing an optimized provider network of one or more selected providers including: applying a model that produces a non-optimized provider network of one or more providers having one or more specialties that satisfies the desired objective for the one or more geographical designations of the members without consideration of the availability in the geographical designation of one or more providers having one or more sp

Abstract: A computer-implemented method for selecting one or more providers having one or more specialties for a network available to members while satisfying one or more constraints, the method comprising: at a first computing device: receiving, from a second computing device separate and distinct from the first computer, a network provider request to select an optimized network of providers, the request including: a desired objective including at least one of provider cost minimization, provider average quality maximization and provider total volume maximization, one or more geographical designations, computing an optimized provider network of one or more selected providers including: applying a model that produces a non-optimized provider network of one or more providers having one or more specialties that satisfies the desired objective for the one or more geographical designations of the members without consideration of the availability in the geographical designation of one or more providers having one or more sp

Abstract: A method for updating a vehicle reference speed for a vehicle is disclosed. The method includes increasing brake pressure to at least one wheel of the plurality of wheels and determining, via an electronic control unit, that a first wheel speed of the at least one wheel is less than a second wheel speed of another wheel of the plurality of wheels. The method also includes estimating the vehicle reference speed of the vehicle based upon the first wheel speed of the at least one wheel.

Abstract: In one aspect there is a method for recommending one or more providers to a member. The method may comprise at a server, receiving, from a member computing device via a provider search interface, a provider request including a member identifier and member specified criteria. Retrieving one or more provider identifiers for association with the member specified criteria. Retrieving one or more member characteristics for association with the member identifier. For each provider identifier, retrieving one or more provider characteristics for association with the provider identifier. Analyzing the member characteristics and the provider characteristics to generate an ordered list of the providers, wherein the ordered list of the providers is based upon a relevancy rank of each provider that is specific to the member, wherein the relevancy rank is a function of at least one of: a provider cost factor, a provider quality factor, or a weighted combination thereof.

Abstract: A computerized control or autonomous driving system for automobiles comprises: one or more common electronic communication ports of autonomous driving, or simply communication ports, that are built-in on each of the automobiles; and one or more universal autonomous driving portable controllers, or simply portable controllers, that are to be plugged-in to each of the said automobiles that are equipped with the built-in communication ports. The interfaces of the communication ports and the portable controllers are both standardized such that the portable controllers can be plugged-in to all of the said automobiles universally. The communication ports comprise electronic communication of all relevant electronic control units (ECUs) and feedback information of the automobiles, dedicated for the said portable controllers to communicate with and to control the said automobiles.

Abstract: Near normal incidence MUX/DEMUX designs may include an optical demultiplexer coupled to a photonics die, where the optical demultiplexer comprises an input fiber, thin film filters at a first surface of a substrate, a first mirror at the first surface of the substrate, and a second mirror at a second surface of the substrate. The optical demultiplexer may receive an input optical signal comprising a plurality of wavelength optical signals, reflect the input optical signal from the first mirror to the second mirror, reflect the input optical signal from the second mirror to a first of the thin film filters, communicate an optical signal at a first wavelength to the photonics die while reflecting others to the second mirror, reflect the other signals to a second of the plurality of thin film filters, and communicate an optical signal at a second wavelength to the photonics die.

Abstract: Rake wheels for raking apparatus for gathering crop material into a windrow are disclosed. In some embodiments, the rake wheel includes disks for securing and limiting circumferential and axial movement of the tines of the rake wheel.

Abstract: A voltage regulator includes an amplifier to generate a difference voltage responsive to a comparison of a reference voltage and a feedback voltage. An output driver is coupled to the amplifier and drives a regulated output voltage responsive to the difference voltage. An impedance circuit is coupled between the output driver and a low power source and establishes the feedback voltage responsive to a current through the impedance circuit. A variation detector is operably coupled between the regulated output voltage and the difference voltage and is configured to modify the difference voltage. In some embodiments, the difference voltage is modified responsive to a rapid change of the regulated output voltage capacitively coupled to the variation detector. In other embodiments, the difference voltage is modified responsive to a rapid change of the feedback voltage capacitively coupled to the variation detector.

Abstract: A voltage regulator includes an amplifier to generate a difference voltage responsive to a comparison of a reference voltage and a feedback voltage. An output driver is coupled to the amplifier and drives a regulated output voltage responsive to the difference voltage. An impedance circuit is coupled between the output driver and a low power source and establishes the feedback voltage responsive to a current through the impedance circuit. A variation detector is operably coupled between the regulated output voltage and the difference voltage and is configured to modify the difference voltage. In some embodiments, the difference voltage is modified responsive to a rapid change of the regulated output voltage capacitively coupled to the variation detector. In other embodiments, the difference voltage is modified responsive to a rapid change of the feedback voltage capacitively coupled to the variation detector.