Abstract: A method for monitoring performance of a ML system includes receiving a data stream via a processor and generating a first plurality of metrics based on the data stream. The processor also generates input data based on the data stream, and sends the input data to a machine learning (ML) model for generation of intermediate output and model output based on the input data. The processor also generates a second plurality of metrics based on the intermediate output, and a third plurality of metrics based on the model output. An alert is generated based on at least one of the first plurality of metrics, the second plurality of metrics, or the third plurality of metrics, and a signal representing the alert is sent for display to a user via an interface.

Abstract: A method for monitoring performance of a ML system includes receiving a data stream via a processor and generating a first plurality of metrics based on the data stream. The processor also generates input data based on the data stream, and sends the input data to a machine learning (ML) model for generation of intermediate output and model output based on the input data. The processor also generates a second plurality of metrics based on the intermediate output, and a third plurality of metrics based on the model output. An alert is generated based on at least one of the first plurality of metrics, the second plurality of metrics, or the third plurality of metrics, and a signal representing the alert is sent for display to a user via an interface.

Abstract: The invention relates to a Radio Frequency System and method. A Radio Frequency (RF) system comprising a RF switch comprising a plurality of transistor switching elements implemented on Silicon on Insulator (SOI) for switching at least one or more RF signals and said SOI comprises a bulk substrate region and a buried oxide region. At least one filter is adapted to isolate the RF signal from the substrate and/or other high frequency signals or control signals present in the RF system. There is also provided a coupling capacitor adapted to cooperate with the filter to improve linearity of the transistor switch elements.

Abstract: The invention relates to a Radio Frequency System and method. A Radio Frequency (RF) system comprising a RF switch comprising a plurality of transistor switching elements implemented on Silicon on Insulator (SOI) for switching at least one or more RF signals and said SOI comprises a bulk substrate region and a buried oxide region. At least one filter is adapted to isolate the RF signal from the substrate and/or other high frequency signals or control signals present in the RF system. There is also provided a coupling capacitor adapted to cooperate with the filter to improve linearity of the transistor switch elements.

Abstract: An electronic device is described. The electronic device comprises a voltage generator including a charge pump configured to provide an output voltage. A comparator is configured to generate a control signal based on comparing a value indicative of an output voltage with a reference voltage. A clock is operable to selectively provide a clock signal to the charge pump. A level shifter is configured to receive the output voltage from the charge pump and to perform level shifting. A semiconductor-on-insulator radio frequency (RF) switch is configured to receive a signal from the level shifter. One or more ESD discharge paths are associated with the level shifter.

Abstract: This invention discloses methods and compositions for modulating immune responses, which involve particulate delivery of agents to immune cells, wherein the agents comprise an inhibitor of the NF-?B signaling pathway and an antigen that corresponds to a target antigen. The methods and compositions of the present invention are particularly useful in the treatment or prophylaxis of an undesirable immune response associated with the target antigen, including autoimmune diseases, allergies and transplantation associated diseases.

Abstract: The invention relates to a Radio Frequency System and method. A Radio Frequency (RF) system comprising a RF switch comprising a plurality of transistor switching elements implemented on Silicon on Insulator (SOI) for switching at least one or more RF signals and said SOI comprises a bulk substrate region and a buried oxide region. At least one filter is adapted to isolate the RF signal from the substrate and/or other high frequency signals or control signals present in the RF system. There is also provided a coupling capacitor adapted to cooperate with the filter to improve linearity of the transistor switch elements.

Abstract: An RF switch with inter-domain ESD protection. The RF switch comprises an RF domain section having a plurality of RF switching elements; and a DC domain section having circuitry configured for driving the RF switching elements. At least one primary ESD protection element is operably coupled between the RF domain section and DC domain section.

Abstract: An RF switching circuit is described. The RF switching circuit comprises an RF switch having multiple RF inputs and two or more switch outputs; a low noise amplifier (LNA) having two or more amplification branches, each amplification branch being associated with a corresponding switch output; and a bypass switching mechanism configured for selectively bypassing the amplification branches.

Abstract: A method of making a piezoelectric fluid moving device, (e.g., a fan or synthetic jet actuator) includes forming at least a first electrode on a base substrate and disposing a spacer frame about the first electrode. A piezoelectric substrate is placed within the frame and over the first electrode. A cover substrate is located on the spacer frame. The cover substrate and spacer frame are laminated to each other and to the base substrate encapsulating the piezoelectric substrate between the cover substrate and the base substrate for a long life device.

Abstract: This invention discloses methods and compositions for modulating immune responses, which involve particulate delivery of agents to immune cells, wherein the agents comprise an inhibitor of the NF-?B signaling pathway and an antigen that corresponds to a target antigen. The methods and compositions of the present invention are particularly useful in the treatment or prophylaxis of an undesirable immune response associated with the target antigen, including autoimmune diseases, allergies and transplantation associated diseases.

Abstract: This invention discloses methods and compositions for modulating immune responses, which involve particulate delivery of agents to immune cells, wherein the agents comprise an inhibitor of the NF-?B signaling pathway and an antigen that corresponds to a target antigen. The methods and compositions of the present invention are particularly useful in the treatment or prophylaxis of an undesirable immune response associated with the target antigen, including autoimmune diseases, allergies and transplantation associated diseases.

Abstract: An RF switch with inter-domain ESD protection. The RF switch comprises an RF domain section having a plurality of RF switching elements; and a DC domain section having circuitry configured for driving the RF switching elements. At least one primary ESD protection element is operably coupled between the RF domain section and DC domain section.

Abstract: The invention relates to a Radio Frequency System and method. A Radio Frequency (RF) system comprising a RF switch comprising a plurality of transistor switching elements implemented on Silicon on Insulator (SOI) for switching at least one or more RF signals and said SOI comprises a bulk substrate region and a buried oxide region. At least one filter is adapted to isolate the RF signal from the substrate and/or other high frequency signals or control signals present in the RF system. There is also provided a coupling capacitor adapted to cooperate with the filter to improve linearity of the transistor switch elements.

Abstract: This invention discloses methods and compositions for modulating immune responses, which involve particulate delivery of agents to immune cells, wherein the agents comprise an inhibitor of the NF-?B signaling pathway and an antigen that corresponds to a target antigen. The methods and compositions of the present invention are particularly useful in the treatment or prophylaxis of an undesirable immune response associated with the target antigen, including autoimmune diseases, allergies and transplantation associated diseases.

Abstract: A wireless local area network system comprises a 5.0+ GHz radio transceiver with two receiving antennas and one transmitting antenna. A transmitter power amplifier output is connected to the transmitting antenna through a 6-8 pole filter to control spurious signal output. Each receiving antenna is fitted with its own low-noise amplifier followed by a simple bandpass filter. Each bandpass filter feeds a diversity switch with a single output to a single receiver. The radio system constitutes a physical-layer (PHY) part of a wireless local-area network.

Abstract: A magnetic thin film includes a magnetic tunnel junction defined by a surrounding region including a fluorinated, non-magnetic, electrically insulating material.

Abstract: A method (and resulting structure) of patterning a magnetic thin film, includes using a chemical transformation of a portion of the magnetic thin film to transform the portion to be non-magnetic and electrically insulating.

Abstract: An aqueous solution composition may include an organic base hydroxide, potassium hydroxide, a compound selected from the group of compounds consisting of 2-mercaptobenzimidazole, 1-Phenyl-1H-tetrazole-5-thiol and 2-MerCaptoBenzoThiazole, hydrogen peroxide and deionized water. A method for removing photoresist and anti-reflective coating from a wafer using such a solution is also disclosed.

Abstract: The present invention relates to compositions comprising at least about 8% ?-glucans and/or at least about 8% ?-fucans, which has a prebiotic effect and act as a replacement for in-feed antibiotics. The present invention also relates to extraction methods to obtain such extracts and various uses for the compositions comprising ?-glucans and/or ?-fucans.