mhurhangee/patent-ind-claim-en huggingface dataset:
A method for performing a quantization of artificial neural networks, ANNs, the method comprising: receiving , by one or more processors , a description of an ANN and input data associated with the ANN, the description of the ANN being represented according to a first data type; determining , by the one or more processors , a first value interval of the first data type to be mapped to a second value interval of a second data type, wherein the first data type is a floating-point data type and the second data type is a fixed-point or integer data type; performing , by the one or more processors and based on the input data and the description of the ANN, the computations of one or more neurons of the ANN, wherein the computations are performed using at least one value of the second data type within the second value interval, the at least one value being a result of mapping of at least one value of the first value interval to a value of the second value interval; determining , by the one or more processors , a measure of saturations in the one or more neurons of the ANN; and adjusting , by the one or more processors and based on the measure of saturations, at least one of the first value interval and the second value interval, wherein the at least one of the first value interval and the second value interval is adjusted to decrease the measure of saturations in the one or more neurons or to bring the measure of saturations in the one or more neurons between a first predetermined level and a second predetermined level. receiving , by one or more processors , a description of an ANN and input data associated with the ANN, the description of the ANN being represented according to a first data type; determining , by the one or more processors , a first value interval of the first data type to be mapped to a second value interval of a second data type, wherein the first data type is a floating-point data type and the second data type is a fixed-point or integer data type; performing , by the one or more processors and based on the input data and the description of the ANN, the computations of one or more neurons of the ANN, wherein the computations are performed using at least one value of the second data type within the second value interval, the at least one value being a result of mapping of at least one value of the first value interval to a value of the second value interval; determining , by the one or more processors , a measure of saturations in the one or more neurons of the ANN; and adjusting , by the one or more processors and based on the measure of saturations, at least one of the first value interval and the second value interval, wherein the at least one of the first value interval and the second value interval is adjusted to decrease the measure of saturations in the one or more neurons or to bring the measure of saturations in the one or more neurons between a first predetermined level and a second predetermined level.
An arrangement with at least one shot source and at least one detector device , wherein the detector device has at least one two-dimensional structure for recognising at least one entering or penetrating shot caused by the shot source into or through the two-dimensional structure , and at least one evaluation device , wherein the two-dimensional structure has at least two electrically conductive layers and at least one electrically separating, in particular isolating, layer , wherein one of the electrically conductive layers is arranged on a side of the electrically separating layer which faces the shot source and another one of the electrically conductive layers is arranged on a side of the electrically separating layer which is remote from the shot source , and wherein the electrically separating layer has a higher specific ohmic resistance than the electrically conductive layers , characterised in that the detector device has at least two measuring channels , wherein the evaluation device with one of the measuring channels monitors at least a first electrical parameter in one of the electrically conductive layers and with another one of the measuring channels monitors at least a second electrical parameter in another one of the electrically conductive layers , preferably permanently, and the detector device additionally has a third measuring channel which monitors a third electrical parameter between the one of the measuring channels and the other one of the measuring channels , preferably permanently.
A control method of an electronic device for obfuscating user data, the control method comprising: acquiring a security parameter according to data to be transmitted to an external server; applying an obfuscation algorithm to the data using the security parameter; and transmitting the data to which the obfuscation algorithm is applied to the external server, characterised in that the acquiring of the security parameter further includes: determining an application in which the data is generated; and acquiring the security parameter based on an importance of the determined application. acquiring a security parameter according to data to be transmitted to an external server; applying an obfuscation algorithm to the data using the security parameter; and transmitting the data to which the obfuscation algorithm is applied to the external server, characterised in that the acquiring of the security parameter further includes: determining an application in which the data is generated; and acquiring the security parameter based on an importance of the determined application. determining an application in which the data is generated; and acquiring the security parameter based on an importance of the determined application.
A method, comprising: spraying a liquid comprising a polymer and a gas, substantially inert to the liquid, respectively from a first and second orifice of a nozzle (110;210) into air to form a mist of beads; and collecting the beads with a collecting medium at a temperature in a range from about -10°C to about 80°C, the collecting medium including at least one alcohol, such as an alcohol, combinations of water and an alcohol, combinations of different alcohols, or combinations of water and alcohols; wherein the liquid comprising a polymer is an aqueous solution of native or derivatised agarose or agar. spraying a liquid comprising a polymer and a gas, substantially inert to the liquid, respectively from a first and second orifice of a nozzle (110;210) into air to form a mist of beads; and collecting the beads with a collecting medium at a temperature in a range from about -10°C to about 80°C, the collecting medium including at least one alcohol, such as an alcohol, combinations of water and an alcohol, combinations of different alcohols, or combinations of water and alcohols; wherein the liquid comprising a polymer is an aqueous solution of native or derivatised agarose or agar.
Elementary furniture module, for storage or presentation of objects comprising at least two front face and rear face chassis-frames, each with two right and left uprights and two top and bottom crosspieces, two right and left side walls inside the frames and a floor inside the frames bearing against the bottom crosspieces of the frames , characterized by the fact that the floor is arranged to oppose the movement of the bottom portions of the side walls towards each other, the inward locking of the top portions of the side walls being also provided by a roof snap fit onto the side walls by two side rebates .
An optical multi-mode HIC, high index contrast, waveguide for transporting electromagnetic radiation in the optical waveband, wherein the waveguide is a strip waveguide, the waveguide comprising a guiding silicon core portion with higher refractive index, and silica cladding portion with substantially lower refractive index configured to surround the light guiding core in the transverse directions to facilitate confining the propagating radiation within the core, wherein the width of the core portion is 1-10 μm and the thickness of the core portion is 1-10 μm; the waveguide being configured to support multiple optical modes of the propagating radiation, wherein the relative refractive index contrast between said core and cladding portions is higher than 25%, and the waveguide incorporates a bent waveguide section having bend curvature that is configured to gradually and continuously increase towards a maximum curvature of said section from a section end. the waveguide comprising a guiding silicon core portion with higher refractive index, and silica cladding portion with substantially lower refractive index configured to surround the light guiding core in the transverse directions to facilitate confining the propagating radiation within the core, wherein the width of the core portion is 1-10 μm and the thickness of the core portion is 1-10 μm; the waveguide being configured to support multiple optical modes of the propagating radiation, wherein the relative refractive index contrast between said core and cladding portions is higher than 25%, and the waveguide incorporates a bent waveguide section having bend curvature that is configured to gradually and continuously increase towards a maximum curvature of said section from a section end.
A hot runner nozzle comprising at least one nozzle duct for a plasticized plastic, which ends in a nozzle tip and which can be temperature-controlled by means of a heater , wherein the hot runner nozzle can be attached to an injection molding tool or the like, characterized in that the heater and the nozzle duct are provided in a common housing of the hot runner nozzle laterally next to one another, that the heater is accommodated in a heating duct , and that the housing encompasses at least one material recess, which is arranged between the nozzle duct and the heater and which divides the housing adjacent to the nozzle duct and adjoining the heater duct into housing regions, which are spaced apart from one another.
A glass antenna arranged on a vehicular window glass , the glass antenna comprising: a feeding terminal connected to an antenna amplifier ; a first antenna connected to the feeding terminal and set so as to receive a radio frequency signal in a first frequency band which has a first wavelength at a central frequency of the first frequency band; a coupling element having a length obtained by multiplying one-half of the first wavelength by a glass reduction rate, the coupling element being connected to the feeding terminal ; and a second antenna capacitively coupled to the coupling element and set so as to receive a radio frequency signal in a second frequency band which has a second wavelength at a central frequency of the second frequency band, characterized in that the second antenna includes lateral portions (41-45) extending horizontally, and longitudinal portions which extend vertically to pass through right and left ends of the lateral portions (41-45). a feeding terminal connected to an antenna amplifier ; a first antenna connected to the feeding terminal and set so as to receive a radio frequency signal in a first frequency band which has a first wavelength at a central frequency of the first frequency band; a coupling element having a length obtained by multiplying one-half of the first wavelength by a glass reduction rate, the coupling element being connected to the feeding terminal ; and a second antenna capacitively coupled to the coupling element and set so as to receive a radio frequency signal in a second frequency band which has a second wavelength at a central frequency of the second frequency band, characterized in that the second antenna includes lateral portions (41-45) extending horizontally, and longitudinal portions which extend vertically to pass through right and left ends of the lateral portions (41-45).
A method of transmitting a signal for device-to-device, D2D, communication by a user equipment, UE, in a wireless communication system, the method comprising: generating a plurality of bits for a physical channel carrying synchronization information for the D2D communication by using a synchronization reference identity, associated with the UE, for the D2D communication; and transmitting the physical channel using the plurality of bits and a demodulation reference signal, DM-RS, associated with the physical channel, to synchronize the D2D communication, wherein an orthogonal cover code, OCC, applied to the DM-RS is determined based on the synchronization reference identity for the D2D communication. generating a plurality of bits for a physical channel carrying synchronization information for the D2D communication by using a synchronization reference identity, associated with the UE, for the D2D communication; and transmitting the physical channel using the plurality of bits and a demodulation reference signal, DM-RS, associated with the physical channel, to synchronize the D2D communication, wherein an orthogonal cover code, OCC, applied to the DM-RS is determined based on the synchronization reference identity for the D2D communication.
A multi-lumen catheter insertable into a patient for monitoring bladder pressure, the catheter comprising: a shaft having at least a first lumen and a second lumen ; an expandable outer balloon at a distal portion of the catheter, the outer balloon having a first outer wall and being partially inflated in use; an expandable inner balloon positioned within the outer balloon, the inner balloon having a second outer wall, the inner balloon measuring pressure after the outer balloon is partially inflated; the first lumen communicating with the inner balloon, the inner balloon and first lumen forming a gas filled chamber to monitor pressure within the bladder, wherein the outer balloon has a circumferential area greater than a circumferential area of the inner balloon, wherein in response to pressure within the bladder exerted on the first outer wall of the expanded partially inflated outer balloon, the outer balloon deforms and exerts a pressure on the second outer wall of the expanded inner balloon to deform the inner balloon and compress the gas within the inner balloon and the first lumen to provide a finer measurement; and the second lumen adapted to communicate with the bladder to remove fluid from the bladder; and a pressure sensor communicating with the gas filled chamber for measuring bladder pressure based on compression of gas caused by deformation of the expanded inner balloon deformed by the expanded outer balloon, characterized in that the first and second lumens extend within the shaft and the second lumen has a side opening . a shaft having at least a first lumen and a second lumen ; an expandable outer balloon at a distal portion of the catheter, the outer balloon having a first outer wall and being partially inflated in use; an expandable inner balloon positioned within the outer balloon, the inner balloon having a second outer wall, the inner balloon measuring pressure after the outer balloon is partially inflated; the first lumen communicating with the inner balloon, the inner balloon and first lumen forming a gas filled chamber to monitor pressure within the bladder, wherein the outer balloon has a circumferential area greater than a circumferential area of the inner balloon, wherein in response to pressure within the bladder exerted on the first outer wall of the expanded partially inflated outer balloon, the outer balloon deforms and exerts a pressure on the second outer wall of the expanded inner balloon to deform the inner balloon and compress the gas within the inner balloon and the first lumen to provide a finer measurement; and the second lumen adapted to communicate with the bladder to remove fluid from the bladder; and a pressure sensor communicating with the gas filled chamber for measuring bladder pressure based on compression of gas caused by deformation of the expanded inner balloon deformed by the expanded outer balloon, characterized in that the first and second lumens extend within the shaft and the second lumen has a side opening .
Document processing system comprising a print controller connected to at least one printer and a user interface for displaying production routes for a print job leading to an end product due to printing by the at least one printer and due to finishing by at least one finisher, wherein the user interface is configured to receive a user selection of a document type of the print job and at least one selection criterion for the print job, and the print controller is configured to determine production routes based on a simulation of the print job by device models for the at least one printer and the at least one finisher, and to select from the determined production routes a production route provided with a list of smart default values for device parameters with feedback on possible constraints resulting from the simulation which values correspond to the document type and fulfill the selection criterion, wherein the user interface is configured to receive at least one smart default value to be fixed for the selected production route, wherein the print controller is configured to enable switching from the selected production route to one other production route on request of the user via the user interface and wherein the at least one smart default value fixed in the selected production route is mapped to the other production route and wherein the print controller is further configured to prohibit the one other production route to overrule the mapped fixed smart default value of the selected production route.
A sealing device for a differential mechanism for sealing between a through-hole formed in a housing in which the differential mechanism is housed and an output shaft of the differential mechanism that is rotatably inserted through the through-hole , the sealing device for a differential mechanism comprising: an annular reinforcing ring centered about an axis (x); and an annular elastic body part formed from an elastic body centered about the axis (x) that is attached to the reinforcing ring , wherein the elastic body part includes an annular seal lip that is suitable to be in contact with the output shaft such that the output shaft is slidable, an annular dust lip that is provided at the outer side of the seal lip , the dust lip is suitable to be in contact with the output shaft such that the output shaft is slidable, and an annular side lip that extends toward the outer side (a) on an outer periphery side (c) of the dust lip that is suitable to be in contact with an annular deflector attached to the output shaft such that the deflector is slidable, the sealing device characterized in that the side lip has an annular middle portion that increases in diameter toward an outer side (a) in a direction of the axis (x), and an annular distal end portion that is a portion connected to the middle portion and is the outer side of the middle portion , and increases in diameter toward an outer side (a) in the direction of the axis (x), in which at least the distal end portion of the distal end portion and the middle portion is in contact with the deflector , and the distal end portion of the side lip is bent to an inner periphery side (d) from the middle portion . an annular reinforcing ring centered about an axis (x); and an annular elastic body part formed from an elastic body centered about the axis (x) that is attached to the reinforcing ring , wherein the elastic body part includes an annular seal lip that is suitable to be in contact with the output shaft such that the output shaft is slidable, an annular dust lip that is provided at the outer side of the seal lip , the dust lip is suitable to be in contact with the output shaft such that the output shaft is slidable, and an annular side lip that extends toward the outer side (a) on an outer periphery side (c) of the dust lip that is suitable to be in contact with an annular deflector attached to the output shaft such that the deflector is slidable, the sealing device characterized in that the side lip has an annular middle portion that increases in diameter toward an outer side (a) in a direction of the axis (x), and an annular distal end portion that is a portion connected to the middle portion and is the outer side of the middle portion , and increases in diameter toward an outer side (a) in the direction of the axis (x), in which at least the distal end portion of the distal end portion and the middle portion is in contact with the deflector , and the distal end portion of the side lip is bent to an inner periphery side (d) from the middle portion .
A switch lock device of a railway switching actuator connected to a switching slide and a tie bar/locking slide of said actuator , said switching slide and a tie bar/locking slide being slidable one over the other so as to lock a blade of a railway switch in a closed position, the switch lock comprising an oscillating catch unit articulated at the end of the tie bar in an oscillating way between two positions wherein it engages respectively a stationary step of a casing of the actuator and a head surface of the switching slide , wherein the oscillating catch unit is linked to the end of the tie bar by means of a spring actuated mechanism , characterised in that the spring actuated mechanism is arranged to block the oscillation of the oscillating catch unit in an unlocked position corresponding to the engagement of the switching slide so that, when during a switching maneuver the tie bar exercises a compression on the spring actuated mechanism , the oscillating catch unit is made free to oscillate towards a locking position in which it engages the step of the casing of the actuator .
Agricultural implement comprising: a chassis ; a rotor mounted thereon that is rotatable about an upright axis and comprises working tools ; a hydraulic lifting device for lifting said chassis between a work position and a transport position , where said lifting device is arranged underneath said rotor and connected to a hydraulic line ; and an adjustment mechanism for adjusting the height of said rotor for the work position, wherein said adjustment mechanism comprises: a tubular actuating element with at least one axial adjustment thread mutually supporting said rotor and said chassis; and an operating device arranged above said rotor for turning said actuating element axially, in particular without tools, characterized in that , the hydraulic line is run from top to bottom through said rotor and, that the actuating element surrounding said hydraulic line or forming sections thereof.