mhurhangee/patent-ind-claim-en huggingface dataset:
A method for privacy preserving machine learning in a federated learning system, the method comprising: determining, by a first computing entity in the federated learning system, a first labeling matrix based on applying a first set of labeling functions to first data points , the first labeling matrix comprising a plurality of first labels; obtaining, by the first computing entity from a third computing entity of the federated learning system, a similarity matrix computed by the third computing entity, the similarity matrix indicating similarity scores between the first data points and second data points associated with a second computing entity , the third computing entity being separate from the first computing entity and the second computing entity; augmenting, by the first computing entity, the first labeling matrix by transferring labels from a second labeling matrix into the first labeling matrix using the similarity scores between the first data points and the second data points, the second labeling matrix is received from the second computing entity and is based on applying a second set of labeling functions to the second data points; and training, by the first computing entity, a discriminative machine learning (ML) model associated with the first computing entity based on the first augmented labeling matrix. determining, by a first computing entity in the federated learning system, a first labeling matrix based on applying a first set of labeling functions to first data points , the first labeling matrix comprising a plurality of first labels; obtaining, by the first computing entity from a third computing entity of the federated learning system, a similarity matrix computed by the third computing entity, the similarity matrix indicating similarity scores between the first data points and second data points associated with a second computing entity , the third computing entity being separate from the first computing entity and the second computing entity; augmenting, by the first computing entity, the first labeling matrix by transferring labels from a second labeling matrix into the first labeling matrix using the similarity scores between the first data points and the second data points, the second labeling matrix is received from the second computing entity and is based on applying a second set of labeling functions to the second data points; and training, by the first computing entity, a discriminative machine learning (ML) model associated with the first computing entity based on the first augmented labeling matrix.
A ball screw spline assembly, comprising: a ball screw spline including a first nut including a first mounting surface adapted to receive a first fastening element for installing the first nut to a housing, the first fastening element being received by the first mounting surface of the first nut ; a second nut including a second mounting surface adapted to receive a second fastening element for installing the second nut to the housing, the second fastening element being received by the second mounting surface of the second nut ; and a shaft passing through the first nut and the second nut ; the housing including a first portion and a second portion , wherein the first portion extends in a direction substantially parallel to the shaft , and the second portion extends in a direction substantially perpendicular to the shaft ; a connecting plate coupling the second nut to the first portion , wherein the first nut is installed to the second portion with the first fastening element ; wherein the first mounting surface and the second mounting surface are located within a space defined by the first portion , the second portion and the connecting plate , such that the ball screw spline is integrally installable to the housing. a ball screw spline including a first nut including a first mounting surface adapted to receive a first fastening element for installing the first nut to a housing, the first fastening element being received by the first mounting surface of the first nut ; a second nut including a second mounting surface adapted to receive a second fastening element for installing the second nut to the housing, the second fastening element being received by the second mounting surface of the second nut ; and a shaft passing through the first nut and the second nut ; a first nut including a first mounting surface adapted to receive a first fastening element for installing the first nut to a housing, the first fastening element being received by the first mounting surface of the first nut ; a second nut including a second mounting surface adapted to receive a second fastening element for installing the second nut to the housing, the second fastening element being received by the second mounting surface of the second nut ; and a shaft passing through the first nut and the second nut ; the housing including a first portion and a second portion , wherein the first portion extends in a direction substantially parallel to the shaft , and the second portion extends in a direction substantially perpendicular to the shaft ; a connecting plate coupling the second nut to the first portion , wherein the first nut is installed to the second portion with the first fastening element ; wherein the first mounting surface and the second mounting surface are located within a space defined by the first portion , the second portion and the connecting plate , such that the ball screw spline is integrally installable to the housing.
Gripping block for a vacuum gripping device, with a main body ; wherein - formed in the main body is at least one air channel with an inlet opening and an outlet opening ; - a movable plunger is arranged in the air channel ; - a suction device can be connected to the outlet opening, for producing an air flow, as required for the purpose, from the inlet opening via the outlet opening to the suction device; - provided downstream from the plunger in the air channel is a tapering section in the cross-section of the air channel ; - the plunger can be moved in the air channel between a closed position, in which the plunger is in contact at the tapering section of the cross-section and therefore closes the air channel, and a open position, in which the plunger gives clear passage to an air flow through the air channel; - the main body is produced by an additive manufacturing process; characterised in that - provided in the air channel at the main body , upstream of the plunger , is a stop , in order to prevent the plunger from emerging via the inlet opening ; - the stop is produced together with the main body by means of an additive manufacturing process; and that - the stop is movable under spring force relative to the main body and/or to the air channel, in order to allow for the insertion of the plunger via the inlet opening in the direction of the outlet opening. - formed in the main body is at least one air channel with an inlet opening and an outlet opening ; - a movable plunger is arranged in the air channel ; - a suction device can be connected to the outlet opening, for producing an air flow, as required for the purpose, from the inlet opening via the outlet opening to the suction device; - provided downstream from the plunger in the air channel is a tapering section in the cross-section of the air channel ; - the plunger can be moved in the air channel between a closed position, in which the plunger is in contact at the tapering section of the cross-section and therefore closes the air channel, and a open position, in which the plunger gives clear passage to an air flow through the air channel; - the main body is produced by an additive manufacturing process; - provided in the air channel at the main body , upstream of the plunger , is a stop , in order to prevent the plunger from emerging via the inlet opening ; - the stop is produced together with the main body by means of an additive manufacturing process; and that - the stop is movable under spring force relative to the main body and/or to the air channel, in order to allow for the insertion of the plunger via the inlet opening in the direction of the outlet opening.
A touch interface , comprising a touch pad and a support , the touch pad being hingedly fastened on the support between a deployed active position and a retracted inactive position in which the pad is folded back towards the support, wherein the support constitutes a drawer which is movable in a housing between an extended position in which the interface is in the active position and a retracted position in which the interface is in retracted position, the pad comprises a hinge comprising an hinge axis (I-I) transverse relative to the direction (D) of displacement of the drawer, characterised in that it comprises a bearing surface for the user's hand, said bearing surface being hingedly fastened relative to the touch pad .
A transport device comprising at least one transport unit , on which drive magnets are arranged, and a transport track composed of a plurality of transport segments (TSi) arranged consecutively in the longitudinal direction, having a starting point (P A ) and an ending point (P E ), along which the transport unit can be moved in the longitudinal direction along a movement path (B) predefined by the transport segments (TS i ), wherein stationary electric drive coils are arranged on each of the transport segments (TSi), which interact with the drive magnets of the transport unit to form a long stator linear motor and to generate a propulsive force for moving the transport unit along the movement path (B), the transport track comprising at least one curved transport segment (TSi) having a curved movement path (B) that is located in a two-dimensional plane, the two-dimensional plane defining a movement plane (E) in which the transport unit can be moved along the entire transport track , wherein a transition segment including a continuous-flow conveyor having a longitudinal axis (Ls) is provided, adjoining the starting point (P A ) or the ending point (P E ) of the transport track in the longitudinal direction, for transporting the transport unit in a direction of movement extending along the longitudinal axis (Ls), the continuous-flow conveyor being provided to move the transport unit in the direction of movement at least sectionally in a conveying plane (F) deviating from the movement plane (E) of the transport track , characterized in that a steady transition between the movement plane (E) of the transport track and the conveying plane (F) of the continuous-flow conveyor is provided for a movement of the transport unit without jerk in the transition between the transport track and the transition segment , wherein the longitudinal axis (L 8 ) of the continuous-flow conveyor has a continuous course of curvature and a straight section (L8bG) on both ends respectively and wherein the transport segment (TSi) adjoining the transition segment is formed as a straight transport segment (TSi).
A container , for at least one gardening tool , comprising: - a box-shaped body having a bottom and at least one perimetral wall , said perimetral wall being connected to the bottom and extending away from the bottom ; said perimetral wall defining a compartment (V) therein for the containment of at least one gardening tool , delimited below by the bottom and open above; said box-shaped body has, on a first side , at least one shelf , connected to the perimetral wall and extending away therefrom towards the outside of the box-shaped body , comprising at least one recess defining a seat for the reversible coupling of at least one gardening tool to the box-shaped body to allow a temporary placement of the accessory during the non-use thereof; - means of attachment ; characterised in that said means of attachment comprise: - a support having a through-slot engageable by an element passing through the slot to promote a suspended position of the box-shaped body to the element; said suspended position being implemented with the bottom lacking a support on an abutment surface; - a sliding element , slidably coupled to the perimetral wall , from an extended position, in which the support protrudes from the inside of the compartment (V) to a contracted position, in which the support is at least partially, preferably fully, contained inside the compartment (V). - a box-shaped body having a bottom and at least one perimetral wall , said perimetral wall being connected to the bottom and extending away from the bottom ; said perimetral wall defining a compartment (V) therein for the containment of at least one gardening tool , delimited below by the bottom and open above; said box-shaped body has, on a first side , at least one shelf , connected to the perimetral wall and extending away therefrom towards the outside of the box-shaped body , comprising at least one recess defining a seat for the reversible coupling of at least one gardening tool to the box-shaped body to allow a temporary placement of the accessory during the non-use thereof; - means of attachment ; - a support having a through-slot engageable by an element passing through the slot to promote a suspended position of the box-shaped body to the element; said suspended position being implemented with the bottom lacking a support on an abutment surface; - a sliding element , slidably coupled to the perimetral wall , from an extended position, in which the support protrudes from the inside of the compartment (V) to a contracted position, in which the support is at least partially, preferably fully, contained inside the compartment (V).
A bi-stable solenoid comprising: a housing ; a wire coil including a first coil bay and a second coil bay arranged within the housing ; a permanent magnet arranged within the housing ; an armature slidably arranged within the housing and moveable between a first armature position and a second armature position; a pin at least partially extending out of the housing and slidably engaged by the armature ; and a spring biased between the armature and the pin , wherein the pin is adapted to encounter an intermediate position between a retracted position and an extended position upon engaging an obstruction, the spring is configured to maintain a biasing force on the pin until the obstruction is removed, and wherein the pin is slidably engaged by the armature such that when the pin is prevented from displacing to the extended position by the obstruction, the armature is allowed to shift from the first armature position to the second armature position. a housing ; a wire coil including a first coil bay and a second coil bay arranged within the housing ; a permanent magnet arranged within the housing ; an armature slidably arranged within the housing and moveable between a first armature position and a second armature position; a pin at least partially extending out of the housing and slidably engaged by the armature ; and a spring biased between the armature and the pin , wherein the pin is adapted to encounter an intermediate position between a retracted position and an extended position upon engaging an obstruction, the spring is configured to maintain a biasing force on the pin until the obstruction is removed, and wherein the pin is slidably engaged by the armature such that when the pin is prevented from displacing to the extended position by the obstruction, the armature is allowed to shift from the first armature position to the second armature position.
Head-up display device (2; 102) comprising: - an image generation unit (6; 106) designed to emit a light beam; - a reflective surface (8; 108) configured to reflect the light beam emitted by the image generation unit (6; 106); and - a mirror (10; 110) configured to receive the light beam reflected by the reflective surface (8; 108), characterized by a part (12; 112) which is transparent to visible light, absorbent to infrared and interposed in the path of the light beam between the reflective surface (8; 108) and the mirror (10; 110), and wherein the two main faces of the part form a non-zero angle between them. - an image generation unit (6; 106) designed to emit a light beam; - a reflective surface (8; 108) configured to reflect the light beam emitted by the image generation unit (6; 106); and - a mirror (10; 110) configured to receive the light beam reflected by the reflective surface (8; 108), characterized by a part (12; 112) which is transparent to visible light, absorbent to infrared and interposed in the path of the light beam between the reflective surface (8; 108) and the mirror (10; 110), and wherein the two main faces of the part form a non-zero angle between them.
Housing for an electrical apparatus, said housing comprising: - a first compartment designed to house the first components , - a second compartment designed to house the second components , - an interface separating the first compartment and the second compartment , - a cooling circuit configured to circulate a fluid used to cool said electrical apparatus, said cooling circuit being formed in said interface , housing in which said interface comprises a non-through-hole that extends from the first compartment to the second compartment , and configured to form a cavity used to house a first component . - a first compartment designed to house the first components , - a second compartment designed to house the second components , - an interface separating the first compartment and the second compartment , - a cooling circuit configured to circulate a fluid used to cool said electrical apparatus, said cooling circuit being formed in said interface ,
Thermoforming mould system for a thermoforming device, comprising a first mould part (2; 102) provided with at least one form-defining element (4; 104) and a second mould part (1; 101), wherein the mould parts can move relative to each other for the purpose of clamping a plastic foil and for the purpose of forming a product in the plastic foil using the at least one form-defining element, wherein the first mould part or the second mould part is provided with a punching nipple (6; 160) and that the other of the first mould part or the second mould part is provided with a cutting plate (5; 105), wherein the punching nipple and the cutting plate are configured to co-act for the purpose of punching the product at least partially formed in the plastic foil; wherein the cutting plate defines an opening through which the punching nipple can move for the purpose of said punching; the thermoforming mould system further comprising a channel (7; 107) for discharging punching waste produced during punching, which channel debouches into said opening, characterized in the thermoforming mould system further comprising a closing device for closing the opening prior to or during said forming of the product.
A non-woven fabric comprising, at least one layer of fibers comprising a reactor blended polypropylene copolymer, the polypropylene copolymer comprising 82% to 88% by weight of a polypropylene homopolymer, said polypropylene homopolymer having less than 3% by weight xylene solubles and a crystallinity of at least 55%; and 12% to 18% by weight of an ethylene/propylene copolymer, said ethylene/propylene copolymer containing from 0.5% to 4% ethylene by weight.
A wavelength conversion part comprising: a wavelength conversion member formed primarily of a ceramic material, wherein the wavelength conversion member has a lower face and one or more lateral faces; an enclosing member formed primarily of a ceramic material, wherein the enclosing member has a lower face, and wherein the enclosing member surrounds the one or more lateral faces of the wavelength conversion member; and a heat dissipating member having a upper face, wherein the heat dissipating member is fixed to the wavelength conversion member, and wherein the upper face of the heat dissipating member opposes the lower face of the wavelength conversion member and the lower face of the enclosing member; and further characterised in that the lower face of the wavelength conversion member projects towards the heat dissipating member beyond the lower face of the enclosing member by 150 nm to 500 nm. a wavelength conversion member formed primarily of a ceramic material, wherein the wavelength conversion member has a lower face and one or more lateral faces; an enclosing member formed primarily of a ceramic material, wherein the enclosing member has a lower face, and wherein the enclosing member surrounds the one or more lateral faces of the wavelength conversion member; and a heat dissipating member having a upper face, wherein the heat dissipating member is fixed to the wavelength conversion member, and wherein the upper face of the heat dissipating member opposes the lower face of the wavelength conversion member and the lower face of the enclosing member; and further characterised in that the lower face of the wavelength conversion member projects towards the heat dissipating member beyond the lower face of the enclosing member by 150 nm to 500 nm.
A system for monitoring eye health comprising: a scleral strain monitor adapted to be implanted in an eye, the scleral strain monitor comprising a) at least first and second anchor spaced-apart members , the first and second anchor members configured to be secured to respective first and second anchor locations on or in the sclera, the first and second anchor members being movable with respect to one another; b) a sensor comprising a plurality of resistive elements (130a-g, 132a-g), configured to measure electrical resistance between two electrical conductors (134a-g, 136a-g), and to generate a signal representing said electrical resistance; c) a transmitter configured to transmit the signal; and d) a reader adapted to be located outside the eye, the reader being configured to receive information transmitted by the transmitter wherein the sensor is configured to measure scleral strain based at least in part on a displacement between the first and second anchor members. a) at least first and second anchor spaced-apart members , the first and second anchor members configured to be secured to respective first and second anchor locations on or in the sclera, the first and second anchor members being movable with respect to one another; b) a sensor comprising a plurality of resistive elements (130a-g, 132a-g), configured to measure electrical resistance between two electrical conductors (134a-g, 136a-g), and to generate a signal representing said electrical resistance; c) a transmitter configured to transmit the signal; and d) a reader adapted to be located outside the eye, the reader being configured to receive information transmitted by the transmitter wherein the sensor is configured to measure scleral strain based at least in part on a displacement between the first and second anchor members.
A compound selected from the group consisting : tert-butyl (1-(4-morpholinopyrido [3',2':4,5]furo[3,2-d]pyrimidin-2-yl)piperidin-4-yl)carbamate ; ethyl 4-(3-(1-(4-morpholinopyrido[3',2':4,5]furo[3,2-d]pyrimidin-2-yl)piperidin-4-yl)ureido)benzoate, ; 1-(4-(4-methylpiperazine-1-carbonyl)phenyl)-3-(1-(4-morpholinopyrido[3',2':4,5]furo[3,2-d]pyrimidin-2-yl)piperidin-4-yl)urea ; tert-butyl (1-(6-(2-hydroxypropan-2-yl)-4-morpholinothieno[3,2-d]pyrimidin-2-yl)piperidin-4-yl)carbamate ; ethyl 4-(3-(1-(4-morpholino thieno[3,2-d]pyrimidin-2-yl)piperidin-4-yl)ureido)benzoate ; 1-(4-ethylphenyl)-3-(1-(4-morpholinothieno[3,2-d]pyrimidin-2-yl)piperidin-4-yl)urea ; 1-(1-(4-morpholmothieno[3,2-d]pyrimidin-2-yl)piperidin-4-yl)-3-(o-tolyl)urea ; 1-(1-(4-morpholinothieno[3,2-d]pyrimidin-2-yl)piperidin-4-yl)-3-(4-(trifluoromethyl)phenyl)urea ; 1-(2-fluorophenyl)-3-(1-(4-morpholinothieno[3,2-d]pyrimidin-2-yl)piperidin-4-yl)urea ; ethyl 4-(3-(1-(6-(2-hydroxypropan-2-yl)-4-morpholinothieno[3,2-d]pyrimidin-2-yl)piperidin-4-yl)ureido)benzoate ; 4-methoxy-N-(1-(4-morpholinothieno[3,2-d]pyrimidin-2-yl)piperidin-4-yl)benzenesulfonamide ; 4-( tert -butyl)-N-(1-(4-morpholinothieno[3,2-d]pyrimidin-2-yl)piperidin-4-yl)benzenesulfonamide ; N-(4-(N-(4-(4-morpholino thieno[3,2-d]pyrimidin-2-yl) cyclohexyl) sulfamoyl) phenyl) acetamide ; N-(1-(4-morpholino thieno[3,2-d]pyrimidin-2-yl)piperidin-4-yl)naphthalene-2-sulfonamide ;