mhurhangee/ep-ind-claims huggingface dataset:
A computer-implemented method for protecting a machine learning model from copying, the method comprising: providing a neural network architecture having an input layer, a plurality of hidden layers, and an output layer, each of the plurality of hidden layers having a plurality of nodes; providing a neural network application to run on the neural network architecture; providing a first type of activation function; providing a second type of activation function; assigning a combination of one activation function of the first type and one activation function of the second type to the plurality of nodes, each node being assigned either a first type or a second type of activation function; and training the neural network application with a training set to generate a machine learning model; wherein the assigning the combination of activation functions further comprises the first type of activation function being assigned from a set of activation functions comprising tanh(x), rectified linear unit ReLU(x), step(x), Gaussian(x), sigmoid(x), and leaky ReLU, and is characterised in that the second type of the activation functions is being assigned from a set of activation functions comprising sin(x) and sinc(x), wherein x is an input to a node of the plurality of nodes. providing a neural network architecture having an input layer, a plurality of hidden layers, and an output layer, each of the plurality of hidden layers having a plurality of nodes; providing a neural network application to run on the neural network architecture; providing a first type of activation function; providing a second type of activation function; assigning a combination of one activation function of the first type and one activation function of the second type to the plurality of nodes, each node being assigned either a first type or a second type of activation function; and training the neural network application with a training set to generate a machine learning model; wherein the assigning the combination of activation functions further comprises the first type of activation function being assigned from a set of activation functions comprising tanh(x), rectified linear unit ReLU(x), step(x), Gaussian(x), sigmoid(x), and leaky ReLU, and
A system comprising a chip card, wherein the chip card is SIM-card connected to a host device via a first interface, wherein the host device is a mobile communication device, and an add-on module which can be coupled to the chip card to execute a transaction, the add-on module comprising a communication means (109, 110) for contactless communication with a terminal, the chip card including an element providing information used for executing transactions with the terminal, wherein the chip card can be supplied with power by a first power supply means of the host device, the system further comprises at least one second power supply means (111; 112) and the chip card and the add-on module can be supplied with power by the second power supply means (111; 112), when a transaction is executed such that the transaction can be executed by using the information for executing transactions with the terminal, the second power supply means (111; 112) being included in the chip card or in the add-on module.
Device for protecting a vehicle step comprising a deformable interface and a step fixed to the interface, characterised in that the interface has two edges (40, 41) perpendicular to a central part, the assembly forms a U when viewed from above, and in that the central part of the U has an inclined face, the interface mounted on the vehicle having its front part higher than its rear part which is disposed at a height lower than or equal to that of the step, the front edge of the U allowing the attachment of the step to the vehicle and the rear edge of the U is connected directly or indirectly to the step.
A passive heave compensator comprising: a main hydraulic cylinder, including a moveable piston having a piston rod extendible through the main hydraulic cylinder and a piston head to divide the main hydraulic cylinder between a gas phase above the piston head, and oil phase below the piston head; an upper connection point associated with the main hydraulic cylinder and a lower connection point associated with the piston rod; and an accumulator having a moveable separator to divide the accumulator between a gas phase above the separator, and an oil phase below the separator and being in communication with the oil phase in the main hydraulic cylinder; characterized in that an oil phase includes a magnetorheological substance, and that the passive heave compensator includes one or more electromagnetic controllers. a main hydraulic cylinder, including a moveable piston having a piston rod extendible through the main hydraulic cylinder and a piston head to divide the main hydraulic cylinder between a gas phase above the piston head, and oil phase below the piston head; an upper connection point associated with the main hydraulic cylinder and a lower connection point associated with the piston rod; and an accumulator having a moveable separator to divide the accumulator between a gas phase above the separator, and an oil phase below the separator and being in communication with the oil phase in the main hydraulic cylinder;
A winding tube or winding core in the form of a cylindrical support for the reception of a flexible material web of fabric or paper that is to be wound on layer-by-layer, with a recess, in the form of a channel or groove provided in the outer circumferential surface of the winding tube or winding core in the axial direction, into which the leading edge of the material web is laid and attached, wherein the recess forms a cavity of low depth with one side running approximately radially, and one side running approximately tangentially, wherein the dimension of the side running approximately radially corresponds approximately to the thickness of the material web, and wherein the side running tangentially continuously merges into the circumferential surface of the winding tube or winding core, and in cross-section is slightly curved, characterised in that the attachment of the material web in the recess in the form of a channel or groove is effected by means of an adhesive bond between the winding tube and the material web.
Aircraft foldable seat bench comprising: - a seat comprising a seat area and a backrest, and - a carrier arrangement comprising a carrier element carrying the seat and at least one leg, wherein the backrest is movable relative to the carrier element between a deployed position in which it extends at an angle of approximately 70° to 110° relative to the seat area and a stowed position in which it extends at an angle of approximately 0° to 20° relative to the seat area, and wherein the leg is foldable relative to the carrier element between a unfolded position and a folded position, characterized by - a first locking mechanism which, in a locking state, is adapted to lock the backrest of the seat in both its deployed position and its stowed position, and - a second locking mechanism which, in a locking state, is adapted to lock the leg of the carrier arrangement in both its unfolded position and its folded position, wherein the seat further comprises an armrest which is movable relative to the carrier element between a deployed position in which it is arranged at a first distance from the carrier element and a stowed position in which it is arranged at a second distance from the carrier element which is smaller than the first distance, and which further is provided with: - a third locking mechanism which, in a locking state, is adapted to lock the armrest in both its deployed position and its stowed position. - a seat comprising a seat area and a backrest, and - a carrier arrangement comprising a carrier element carrying the seat and at least one leg, wherein the backrest is movable relative to the carrier element between a deployed position in which it extends at an angle of approximately 70° to 110° relative to the seat area and a stowed position in which it extends at an angle of approximately 0° to 20° relative to the seat area, and wherein the leg is foldable relative to the carrier element between a unfolded position and a folded position, characterized by - a first locking mechanism which, in a locking state, is adapted to lock the backrest of the seat in both its deployed position and its stowed position, and - a second locking mechanism which, in a locking state, is adapted to lock the leg of the carrier arrangement in both its unfolded position and its folded position, - a third locking mechanism which, in a locking state, is adapted to lock the armrest in both its deployed position and its stowed position.
Use of vinyl acetate copolymers as a shrinkage-reducing admixture in cold-curing systems which are cured at a temperature of < 60°C for producing composite materials, characterized in that vinyl acetate copolymers of 40 to 95 wt% vinyl acetate and 5 to 60 wt% one or more comonomers from the group containing vinyl esters of unbranched or branched carboxylic acids having 3 to 20 carbon atoms and methacrylic esters and acrylic esters of unbranched or branched alcohols having 2 to 15 carbon atoms are used, the figures in wt% being based on the total weight of the comonomers and adding up to 100 wt%.
A packaging device for pharmaceuticals, exhibiting a packaging material supply for supplying a flexible, oblong packaging material web from a supply roll, a folding and guiding device that is situated downstream from the packaging material supply, and has a packaging material web receiving area and two packaging material web folding areas (22a, 22b), which converge in a single folding section, wherein the folding and guiding device folds the packaging material web in the longitudinal direction, in that the edges of the packaging material web are guided along the packaging material web folding areas (22a, 22b), and the folding section fixes a folding area in the packaging material web, and wherein the folding and guiding device exhibits an impact region for pharmaceuticals to be packaged, a first joining device situated downstream from the folding and guiding device, with which the folded packaging material web is joined together vertically to the longitudinal direction, a second joining device situated downstream from the folding and guiding device, with which the folded packaging material web is joined together parallel to the longitudinal direction, wherein the folding and guiding device exhibits a pharmaceutical supply section spaced apart from the folding section, which is used to guide pharmaceuticals spaced vertically apart from the folding area into the folded packaging material web.
A pharmaceutical composition comprising an Euphorbia kansui extract or fractions thereof as the sole active ingredient for use in treating wounds or recovering skin damage and reproducing skin to normal status, wherein the Euphorbia kansui extract is extracted by using water, C 1 ∼ C 2 lower alcohol, or a mixed solvent thereof as an extraction solvent, and the fractions are fractioned by using an organic solvent selected from the group consisting of acetone, ethyl acetate, chloroform, butyl acetate, hexane, and diethylether, and wherein the Euphorbia kansui extract is extracted from stems or leaves of Euphorbia kansui.
Process for producing a plastic container with a barrier coating comprising the steps a) applying at least one coating layer of a first polyvinyl acetal on at least a part of the plastic container; b) applying at least one coating layer of vinylalcohol/vinylacetate/ethylene terpolymer (PVAE) on the first polyvinyl acetal layer; c) applying at least one top coating layer of a second polyvinyl acetal on the PVAE layer.
Assembly comprising a crankshaft having a plurality of shaft sections, in which at least one shaft section is rotationally supported relative to a housing by means of a bearing, which is a toroidal roller bearing comprising a plurality of toroidal rollers, characterized in that the toroidal roller bearing which supports the at least one shaft section (12, has an outer ring which is split into a first ring half and a second ring half and comprises a first outer raceway portion and a second outer raceway portion, and in that at an interface (25A, 25B) between the first and second outer ring halves (21, 22), an edge of one ring half is provided with an edge profile having a curved surface when viewed in an axial direction; the curved surface is defined between a start point and an endpoint; the start point of the edge profile on the ring half is located on the plane of the interface, and has depth (d) relative to the outer raceway portion of that ring half which is at least equal to a maximum radial clearance of the bearing; the end point of the edge profile on the ring half is located on the outer raceway portion of that ring half; and the curved surface of the edge profile has a logarithmic curvature between the start point and the end point, created by means of an electrochemical machining process.
Mask for generating different dopings in a substrate, - which is formed by a mask layer having a uniform height (h) arranged on the substrate, - with a first mask region (MB 1) having first mask openings (MO 1), which are configured elongated and oriented parallel to a first orientation (x), - with a second mask region (MB 2) having second mask openings (MO 2), which are configured elongated and oriented parallel to a second orientation (y), and - with a third mask region (MB 3) having third mask openings (MO 3), which are configured elongated and oriented parallel to a third orientation (z), characterized in that - the first orientation and the third orientation,the first orientation and the second orientation as well as the second orientation and the third orientation in each case include an angle 0° < β 1, β 2, β 3 < 90°. - which is formed by a mask layer having a uniform height (h) arranged on the substrate, - with a first mask region (MB 1) having first mask openings (MO 1), which are configured elongated and oriented parallel to a first orientation (x), - with a second mask region (MB 2) having second mask openings (MO 2), which are configured elongated and oriented parallel to a second orientation (y), and - with a third mask region (MB 3) having third mask openings (MO 3), which are configured elongated and oriented parallel to a third orientation (z), characterized in that - the first orientation and the third orientation,the first orientation and the second orientation as well as the second orientation and the third orientation in each case include an angle 0° < β 1, β 2, β 3 < 90°.
Oil filter arrangement for filtering oil of a vehicle, comprising: at least one filter unit for filtering the oil; and at least one connection unit comprising at least one inlet tube configured to be connected with an outlet tube of a separate oil pump unit; whereby the oil filter arrangement is configured to be housed in an oil filter arrangement housing of the vehicle. at least one filter unit for filtering the oil; and at least one connection unit comprising at least one inlet tube configured to be connected with an outlet tube of a separate oil pump unit; whereby the oil filter arrangement is configured to be housed in an oil filter arrangement housing of the vehicle.
An assembly comprising: a transducer housing having a proximal end, a distal end and an internal volume, the transducer housing configured to couple to a spoolpiece of an ultrasonic meter; wherein the transducer housing comprises an acoustic matching layer that fluidly seals the distal end from the internal volume; and a transducer assembly comprising an elongated outer housing having a first end and a second end, a piezoelectric element being coupled to and at least partially occluding the first end of the elongated outer housing, and electrical coupling being provided at the second end of the elongated outer housing; wherein the proximal end of the transducer housing is open such that the transducer housing permits removable insertion of the transducer assembly as a single unit within the internal volume such that the piezoelectric element acoustically couples to the matching layer. a transducer housing having a proximal end, a distal end and an internal volume, the transducer housing configured to couple to a spoolpiece of an ultrasonic meter; wherein the transducer housing comprises an acoustic matching layer that fluidly seals the distal end from the internal volume; and a transducer assembly comprising an elongated outer housing having a first end and a second end, a piezoelectric element being coupled to and at least partially occluding the first end of the elongated outer housing, and electrical coupling being provided at the second end of the elongated outer housing; wherein the proximal end of the transducer housing is open such that the transducer housing permits removable insertion of the transducer assembly as a single unit within the internal volume such that the piezoelectric element acoustically couples to the matching layer.
A laundry treating apparatus comprising: a drum configured to rotate about a rotation axis extending in a front-rear direction; and a lifter (61a, 61b, 62a, 62b, 63a, 63b) disposed on an inner circumferential surface of the drum and configured to revolve about the rotation axis when the drum rotates, wherein the lifter (61a, 61b, 62a, 62b, 63a, 63b) comprises: a lifter frame installed on the inner circumferential surface of the drum; and a frame cover coupled to the lifter frame, protruding radially inwardly from the inner circumferential surface of the drum, and made of metal, wherein the frame cover comprises: a cover upper plate spaced apart from the inner circumferential surface of the drum; a cover sidewall having a lower end adjoining the inner circumferential surface of the drum, and an upper end connected to the cover upper plate; and a water flow discharge hole provided at the cover upper plate so that washing water introduced into the lifter (61a, 61b, 62a, 62b, 63a, 63b) is discharged therethrough into the drum; wherein the cover upper plate has an upper plate protrusion plastically processed to protrude upwardly therefrom, the upper plate protrusion being formed in an area other than an area where the water flow discharge hole is formed. a drum configured to rotate about a rotation axis extending in a front-rear direction; and a lifter (61a, 61b, 62a, 62b, 63a, 63b) disposed on an inner circumferential surface of the drum and configured to revolve about the rotation axis when the drum rotates, wherein the lifter (61a, 61b, 62a, 62b, 63a, 63b) comprises: a lifter frame installed on the inner circumferential surface of the drum; and a frame cover coupled to the lifter frame, protruding radially inwardly from the inner circumferential surface of the drum, and made of metal, a lifter frame installed on the inner circumferential surface of the drum; and a frame cover coupled to the lifter frame, protruding radially inwardly from the inner circumferential surface of the drum, and made of metal, wherein the frame cover comprises: a cover upper plate spaced apart from the inner circumferential surface of the drum; a cover sidewall having a lower end adjoining the inner circumferential surface of the drum, and an upper end connected to the cover upper plate; and a water flow discharge hole provided at the cover upper plate so that washing water introduced into the lifter (61a, 61b, 62a, 62b, 63a, 63b) is discharged therethrough into the drum; a cover upper plate spaced apart from the inner circumferential surface of the drum; a cover sidewall having a lower end adjoining the inner circumferential surface of the drum, and an upper end connected to the cover upper plate; and a water flow discharge hole provided at the cover upper plate so that washing water introduced into the lifter (61a, 61b, 62a, 62b, 63a, 63b) is discharged therethrough into the drum; wherein the cover upper plate has an upper plate protrusion plastically processed to protrude upwardly therefrom, the upper plate protrusion being formed in an area other than an area where the water flow discharge hole is formed.
A cooling device for attachment to a reagent compartment within an automated analyser system, comprising a housing with a first side (110 for attachment to the reagent compartment and a second side away from the reagent compartment that is opposite the first side, a cooling unit that is assembled close to the second side of the housing so that the cooling unit is maximally separated from the reagent compartment, wherein the cooling unit comprises at least one cooling element with a warm upper side and a cold lower side, that is equipped with a cold side heat exchanger comprising at least one first fan, at least one cold air channel and at least one cold air opening at the first side of the housing for circulating cold air between the at least one cooling element and the reagent compartment in a closed system, wherein a spacer with an integrated temperature sensor separates warm upper side and cool lower side of the at least one cooling element and the second side is equipped with fans for warm air circulation.
Control device which is connected to regulating valves for control thereof, which valves are associated with flushing segments of a drinking and/or service water system, characterised in that the control device is set up such that it determines a total volumetric flow rate of all the flushing segments and compares said volumetric flow rate with a maximum volumetric flow rate stored in the control device and, when the stored maximum volumetric flow rate is exceeded, actuates the regulating valves such that the total volumetric flow rate is below the stored maximum volumetric flow rate.
A control device for controlling an electrically operated valve, said valve having an inflow port and an outflow port of a fluid, a valve body which controls a flow rate of the fluid flowing out of said outflow port, and a stepping motor which drives said valve body, the control device comprising: a valve opening degree control means (11b, 11d) which controls a valve opening degree of said electrically operated valve; an initializing control means (11b, 11d) which executes an initializing process of initializing a turning position of said stepping motor of said electrically operated valve such that a rotor of said stepping motor is moved to a position where said rotor comes into collision with a stopper; and a memory means; wherein said memory means (11 e) stores a frequency of executing the initializing process, the executing frequency being counted by an initializing frequency counter (Ci) from an initial value set to zero and a microcomputer adds one to the counter, wherein the executing frequency provides an indication of a durability of the electrically operated valve. a valve opening degree control means (11b, 11d) which controls a valve opening degree of said electrically operated valve; an initializing control means (11b, 11d) which executes an initializing process of initializing a turning position of said stepping motor of said electrically operated valve such that a rotor of said stepping motor is moved to a position where said rotor comes into collision with a stopper; and a memory means; wherein said memory means (11 e) stores a frequency of executing the initializing process, the executing frequency being counted by an initializing frequency counter (Ci) from an initial value set to zero and a microcomputer adds one to the counter, wherein the executing frequency provides an indication of a durability of the electrically operated valve.
A packaging device, comprising a heat-sealing and cutting station for heat-sealing a film on the edge of a tray and for cutting said film, further comprising a supporting surface that comprises a plurality of receptacles simultaneously on said supporting surface that accommodate a plurality of dies, characterized in that said dies have different dimensions and/or formats in order to accommodate trays having different dimensions and/or formats, said supporting surface being actuatable in order to move one of said dies at said heat-sealing and cutting station.