mhurhangee/ep-ind-claims huggingface dataset:
A multi-party privacy-preserving machine learning system comprising: a trusted execution environment comprising at least one protected memory region; a code loader which is configured to load machine learning code, received from at least one of the parties, into the protected memory region; and a data uploader which is configured to upload confidential data, received from at least one of the parties, to the protected memory region; where the trusted execution environment is configured to execute the machine learning code using a data-oblivious procedure to process the confidential data and return the result to at least one of the parties, where a data-oblivious procedure is a process where any patterns of memory accesses, patterns of disk accesses and patterns of network accesses are such that the confidential data cannot be predicted from the patterns; wherein the trusted execution environment is configured to implement the data-oblivious procedure using oblivious random access memory to access the confidential data, and wherein the machine learning code is adapted to use the oblivious random access memory; or wherein the trusted execution environment is configured to implement the data-oblivious procedure using combinations of one or more data oblivious primitives, wherein a data-oblivious primitive is an operation with no data-dependent branches and which does not reveal which input is used to produce its output. a trusted execution environment comprising at least one protected memory region; a code loader which is configured to load machine learning code, received from at least one of the parties, into the protected memory region; and a data uploader which is configured to upload confidential data, received from at least one of the parties, to the protected memory region; where the trusted execution environment is configured to execute the machine learning code using a data-oblivious procedure to process the confidential data and return the result to at least one of the parties, where a data-oblivious procedure is a process where any patterns of memory accesses, patterns of disk accesses and patterns of network accesses are such that the confidential data cannot be predicted from the patterns; wherein the trusted execution environment is configured to implement the data-oblivious procedure using oblivious random access memory to access the confidential data, and wherein the machine learning code is adapted to use the oblivious random access memory; or wherein the trusted execution environment is configured to implement the data-oblivious procedure using combinations of one or more data oblivious primitives, wherein a data-oblivious primitive is an operation with no data-dependent branches and which does not reveal which input is used to produce its output.
A transmission method for transmitting a first broadcasting signal and a second broadcasting signal each generated using a multi-antenna encoding scheme, wherein the first broadcasting signal includes a first pilot signal, wherein the second broadcasting signal includes a second pilot signal, wherein a first transmit station transmits the first broadcasting signal to a first service area, wherein a second transmit station (8102A-8102D) transmits the second broadcasting signal to a second service area (8106A-8106D), at least part of the second service area (8106A-8106D) overlapping the first service area, wherein the first broadcasting signal and the second broadcasting signal are transmitted from the first transmit station and the second transmit station (8102A-8102D) at an identical time using an identical frequency band, and wherein a polarized wave used for transmitting the first broadcasting signal differs from a polarized wave used for transmitting the second broadcasting signal in polarization, characterized in that the second service area (8106A-8106D) is narrower than the first service area, wherein the first broadcasting signal and the second broadcasting signal are generated by performing multi-antenna encoding on first data and second data, wherein the first data and the second data are generated from identical program data, the first data and the second data differing from each other in a transmission rate, and wherein density of the second pilot signal in a frequency direction is lower than density of the first pilot signal in the frequency direction. wherein the first broadcasting signal includes a first pilot signal, wherein the second broadcasting signal includes a second pilot signal, wherein a first transmit station transmits the first broadcasting signal to a first service area, wherein a second transmit station (8102A-8102D) transmits the second broadcasting signal to a second service area (8106A-8106D), at least part of the second service area (8106A-8106D) overlapping the first service area, wherein the first broadcasting signal and the second broadcasting signal are transmitted from the first transmit station and the second transmit station (8102A-8102D) at an identical time using an identical frequency band, and wherein a polarized wave used for transmitting the first broadcasting signal differs from a polarized wave used for transmitting the second broadcasting signal in polarization, characterized in that the second service area (8106A-8106D) is narrower than the first service area, wherein the first broadcasting signal and the second broadcasting signal are generated by performing multi-antenna encoding on first data and second data, wherein the first data and the second data are generated from identical program data, the first data and the second data differing from each other in a transmission rate, and wherein density of the second pilot signal in a frequency direction is lower than density of the first pilot signal in the frequency direction.
A battery management apparatus, comprising: a voltage measuring unit configured to measure a voltage of a battery cell and measure an open circuit voltage of the battery cell whenever the measured voltage reaches a reference discharge voltage; and a control unit configured to receive the OCV measured by the voltage measuring unit, compare the received OCV with a pre-stored reference voltage to calculate a voltage fluctuation rate, characterized in that the control unit is further configured to determine a voltage increase and decrease pattern based on the calculated voltage fluctuation rate and pre-stored voltage fluctuation rate data, determine a first degradation acceleration degree of the battery cell according to the determined voltage increase and decrease pattern, and change a preset control condition based on the received OCV and the first degradation acceleration degree. a voltage measuring unit configured to measure a voltage of a battery cell and measure an open circuit voltage of the battery cell whenever the measured voltage reaches a reference discharge voltage; and a control unit configured to receive the OCV measured by the voltage measuring unit, compare the received OCV with a pre-stored reference voltage to calculate a voltage fluctuation rate, characterized in that the control unit is further configured to determine a voltage increase and decrease pattern based on the calculated voltage fluctuation rate and pre-stored voltage fluctuation rate data, determine a first degradation acceleration degree of the battery cell according to the determined voltage increase and decrease pattern, and change a preset control condition based on the received OCV and the first degradation acceleration degree.
Generator for an absorption machine comprising a frame defining an inner volume comprising a first zone comprising a desorber configured to receive a working solution comprising a refrigerant and an absorbent and intended for the production of refrigerant vapour, characterised in that the desorber comprises a falling film plate exchanger, and in that the frame comprises a second zone arranged above the first zone comprising an adiabatic rectifier comprising a plurality of adiabatic plates and intended for the removal of absorbent vapour traces in the refrigerant vapour produced in the first zone, the desorber and the rectifier are fluidically connected by superposition of the plurality of adiabatic plates and of falling film plates (1002, 1003), the adiabatic plates and the falling film plates (1002, 1003) being arranged against one another, such that the falling film plates (1002, 1003) extend into a plane containing the directions x and y and the adiabatic plates extend into a plane containing the directions y and z.
A passive mixer for converting a first signal having a first frequency into a second signal having a second frequency by using a third signal having a third frequency, comprising: - a cancellation component adapted to generate a first cancellation signal for cancelling second order intermodulation components by adding the first signal weighted by a cancellation value (α) on the third signal, and - a mixing component having a first terminal adapted to receive the first signal, a second terminal adapted to output the second signal, and a third terminal adapted to receive the first cancellation signal, wherein the mixing component is adapted to provide the second signal as output at the second terminal by mixing the first signal provided as input at the first terminal and the first cancellation signal provided as input at the third terminal, wherein the mixing component comprises a transistor switch having its drain or collector operatively connected to the first terminal, its gate operatively connected to the third terminal and its source or emitter operatively connected to the second terminal or having its source or emitter operatively connected to the first terminal, its gate operatively connected to the third terminal and its drain or collector operatively connected to the second terminal, the passive mixer being characterized in that the cancellation value (α) is 0.5 or slightly deviates from 0.5 to minimize the aggregate second order intermodulation components. - a cancellation component adapted to generate a first cancellation signal for cancelling second order intermodulation components by adding the first signal weighted by a cancellation value (α) on the third signal, and - a mixing component having a first terminal adapted to receive the first signal, a second terminal adapted to output the second signal, and a third terminal adapted to receive the first cancellation signal, wherein the mixing component is adapted to provide the second signal as output at the second terminal by mixing the first signal provided as input at the first terminal and the first cancellation signal provided as input at the third terminal,
A threaded ball screw shaft comprising: a shaft of fibre-reinforced polymer material; and a helical ridge formed on an outer surface of said shaft, said helical ridge being formed from a fibre-reinforced polymer material comprising a plurality of helical fibres wound around the shaft in the same sense and grouped together to form the ridge;and characterized by: further comprising an outer layer of fibre reinforced polymer material formed over the shaft and the helical ridge. a shaft of fibre-reinforced polymer material; and a helical ridge formed on an outer surface of said shaft, said helical ridge being formed from a fibre-reinforced polymer material comprising a plurality of helical fibres wound around the shaft in the same sense and grouped together to form the ridge;and characterized by: further comprising an outer layer of fibre reinforced polymer material formed over the shaft and the helical ridge.
A damp proof course article for forming a damp proof course in a substrate, the damp proof course article comprising an absorbent member and a damp proof course material absorbed into the absorbent member, the damp proof course material comprising an active agent, characterised in that the active agent comprises a combination of an octyltriethoxysilane and one or more selected from propyltrimethoxysilane and propyltriethoxysilane.
Method for producing a display unit which comprises an electro-optical display having a sheet-like actively controllable region and a covering glass arranged in front on the observer side, a layer of transparent bonding mass being arranged between the electro-optical display and the covering glass and the covering glass being connected to the electro-optical display by adhesive connections by means of a bonding frame to form a structural unit, which is inserted in a recess of a display panel in such a way that the surfaces on the observer side of the covering glass and the display panel lie in one plane, characterized in that the covering glass is placed into a first receptacle of a positioning device until it lies on a first contact surface parallel to the plane of the covering glass, in that thereafter the bonding frame is placed into a second receptacle of the positioning device until it lies on a second contact surface parallel to the plane of the first contact surface, the distance of the planes of the first and second contact surfaces (5, 6) from one another corresponding to the thickness of the display panel in its region enclosing the recess, in that the bonding frame has a leg which is parallel to the covering glass and the peripheral edge of which, directed toward the covering glass, encloses the peripheral edge of the covering glass at a distance forming a groove, the leg having on its side facing away from the observer side a third contact surface, which is parallel to the plane of the covering glass and the plane of which extends parallel to and at a certain distance from the surface of the covering glass that is facing away from an observer, in that thereafter the groove between the covering glass and the leg of the bonding frame is filled with a first adhesive, connecting these two parts to one another, in that thereafter the surface of the covering glass that is facing away from an observer is covered with the layer of transparent bonding mass, which extends up to the end face of the leg that is facing the covering glass and the side of which that is facing away from an observer forms a plane with the third contact surface of the leg, in that thereafter the electro-optical display is placed with its observer side onto the bonding mass, so that, with its peripheral edge region that extends beyond the covering glass, the electro-optical display bears against the third contact surface of the leg, in that thereafter a second adhesive is introduced between the peripheral edge region of the electro-optical display and the bonding frame, connecting the electro-optical display directly or indirectly to the bonding frame, and in that thereafter the structural unit consisting of the covering glass, the electro-optical display and the bonding frame is brought up to the display panel from the side that is facing away from an observer until the bonding frame comes to lie against the display panel and is connected to the latter, the covering glass entering the recess of the display panel.
A device for the generation of a discrete liquid phase of a first liquid in a continuous liquid phase of a second liquid, wherein the two liquids which can coexist as separate phases while permitting a desired mass transfer have different densities and wherein provision is made to arrange the device in a container which contains the second liquid forming the continuous phase, wherein the device comprises a distribution member, in particular a cylindrical tube, and a collection passage for the first liquid in a horizontal longitudinal extent, wherein the distribution member has discharge openings for the introduction of the first liquid into the collection passage, wherein the collection passage has an open outlet side as well as a collection side bounding the collection passage and at least one side wall bounding the collection passage, wherein the collection side extends horizontally starting from the distribution member and the side wall is arranged spaced apart from the distribution member and connects the outlet side and the collection side, and wherein the side wall has means for the generation of the discrete phase in the form of drops at the starting side and/or at the collection side.
Arrangement comprising air blowing devices, each of the devices comprising a rectifier mechanism disposed at a flow path (A, B) through which air flows from an upstream side toward a downstream side of the flow path, whereby the air past the rectifier mechanism is rendered a uniform air flow to be supplied to a downstream side of the rectifier mechanism, wherein each of the devices comprises a front-rear direction corresponding to a flow direction of the uniform air flow with a forward side of the front-rear direction corresponding to the downstream side, a width direction orthogonal to the front-rear direction, and a vertical direction orthogonal to the front-rear direction and the width direction, wherein each of the devices comprises an air-permeable front surface formed at the downstream side of the rectifier mechanism and comprising a plurality of first ventilation holes distributed in the width direction and the vertical direction, and wherein: each of the devices comprises side surface portions extending toward the upstream side from lateral edges of the air-permeable front surface that are disposed at respective side portions of the air-permeable front surface in the width direction and extend in the vertical direction, and wherein a plurality of second ventilation holes are distributed at at least one of the side surface portions opposite to each other in the width direction,the second ventilation holes being configured to blow out part of the air past the rectifier mechanism outward in the width direction, characterized in that the arrangement comprises the devices aligned in the width direction, and wherein the second ventilation holes are configured to blow out part of the air past the rectifier mechanism toward the side surface portions of an adjacent device among the devices. each of the devices comprises side surface portions extending toward the upstream side from lateral edges of the air-permeable front surface that are disposed at respective side portions of the air-permeable front surface in the width direction and extend in the vertical direction, and wherein a plurality of second ventilation holes are distributed at at least one of the side surface portions opposite to each other in the width direction,the second ventilation holes being configured to blow out part of the air past the rectifier mechanism outward in the width direction, characterized in that the arrangement comprises the devices aligned in the width direction, and wherein the second ventilation holes are configured to blow out part of the air past the rectifier mechanism toward the side surface portions of an adjacent device among the devices.
Method of fractionating a heterogeneous sample, comprising: - an immunoaffinity chromatography step of introducing a heterogeneous sample into an immunoaffinity chromatography device, the immunoaffinity chromatography device comprising a substrate arranged to selectively bind to a component of the heterogeneous sample, - subsequent to the immunoaffinity chromatography step, an elution step of letting an eluent flow through the immunoaffinity chromatography device, the eluent being arranged to disrupt the bond between the bound component of the heterogeneous sample and the substrate to thus elute the component, characterized by - subsequent to the elution step, a field flow fractionation step of performing field flow fractionation using a field flow fractionating device on the eluent flowing out of the immunoaffinity chromatography device and being directed to the field flow fractionating device using a conduit. - an immunoaffinity chromatography step of introducing a heterogeneous sample into an immunoaffinity chromatography device, the immunoaffinity chromatography device comprising a substrate arranged to selectively bind to a component of the heterogeneous sample, - subsequent to the immunoaffinity chromatography step, an elution step of letting an eluent flow through the immunoaffinity chromatography device, the eluent being arranged to disrupt the bond between the bound component of the heterogeneous sample and the substrate to thus elute the component, characterized by - subsequent to the elution step, a field flow fractionation step of performing field flow fractionation using a field flow fractionating device on the eluent flowing out of the immunoaffinity chromatography device and being directed to the field flow fractionating device using a conduit.
A hermetic feedthrough for an implantable medical device, comprising: an insulator body formed from a ceramic material; and a conduit configured to conduct electricity through the insulator body, wherein the conduit and the insulator body have a co-fired bond therebetween, and wherein the co-fired bond hermetically seals the conduit with the insulator body; and a ferrule coupled to the insulator body; wherein the insulator body has a prismatic shape defined by flat surfaces separated from one another by corners, and wherein the ferrule includes a frame for receiving the insulator body; and characterized in that the corners are rounded and not polished. an insulator body formed from a ceramic material; and a conduit configured to conduct electricity through the insulator body, wherein the conduit and the insulator body have a co-fired bond therebetween, and wherein the co-fired bond hermetically seals the conduit with the insulator body; and a ferrule coupled to the insulator body;
A composition comprising an anti-CD3 variable region, wherein said variable region comprises a single chain variable fragment (scFv) comprising a variable heavy domain comprising SEQ ID NO:397 of figure 26XX and a variable light domain comprising SEQ ID NO:398 of figure 26XX.