mhurhangee/ep-ind-claims huggingface dataset:
A machine learning device, comprising: a data acquisition unit configured to acquire an image data; and a machine learning calculation unit configured to execute a calculation based on the image data using a convolutional neural network, wherein the convolutional neural network comprises a plurality of layers, and the machine learning calculation unit includes: an encryption processing unit configured to execute the calculation by a homomorphic encryption in an encryption execution area; characterized in that the machine learning calculation unit further includes: a plaintext processing unit configured to execute the calculation in a plaintext encryption area; and a reception unit configured to receive a layer designation information for designating an N-th layer which is an intermediate layer between an input layer and an output layer of the convolutional neural network, and in that: the encryption processing unit is configured to execute the calculation from the input layer to the N-th layer, and the plaintext processing unit is configured to execute the calculation from the (N+1)-th layer to the output layer. a data acquisition unit configured to acquire an image data; and a machine learning calculation unit configured to execute a calculation based on the image data using a convolutional neural network, wherein the convolutional neural network comprises a plurality of layers, and the machine learning calculation unit includes: an encryption processing unit configured to execute the calculation by a homomorphic encryption in an encryption execution area; characterized in that the machine learning calculation unit further includes: a plaintext processing unit configured to execute the calculation in a plaintext encryption area; and a reception unit configured to receive a layer designation information for designating an N-th layer which is an intermediate layer between an input layer and an output layer of the convolutional neural network, and in that: a plaintext processing unit configured to execute the calculation in a plaintext encryption area; and a reception unit configured to receive a layer designation information for designating an N-th layer which is an intermediate layer between an input layer and an output layer of the convolutional neural network, and in that: the encryption processing unit is configured to execute the calculation from the input layer to the N-th layer, and the plaintext processing unit is configured to execute the calculation from the (N+1)-th layer to the output layer.
Shielded inductive power transfer unit (10, 20, 30, 40) comprising a winding of a first coil (13, 34, 44) arranged for power transfer and a shielding member (60, 70) arranged for covering at least a part of a first surface of the first coil (13, 34, 44) in a direction of power transfer, wherein the shielding member (60, 70) comprises a plurality of elongate electrically conductive strips arranged for spanning an area all along the winding of the first coil (13, 34, 44), wherein the plurality of elongate conductive strips comprises at least a first set of elongate conductive strips being mutually electrically coupled and arranged for forming a pattern, such as a comb-like pattern, wherein each strip of the plurality of conductive strips defines a longitudinal axis being substantially perpendicular to a local tangent of the winding of the first coil (13, 34, 44) along the winding direction, wherein the plurality of conductive strips comprises a first region spanning a first section of the winding along the winding and a second region spanning a second section of the winding along the winding, and wherein the first region and the second region are electrically isolated from one another such that there is no current induced to flow between the first and the second region by a field generated by the first coil (13, 34, 44).
A wireless communication station (STA-0) wherein the communication station is configured to be part of a communication system composed of a plurality of communication stations without a relationship of one of said plurality of communication stations being a control station and the others of said plurality of communication stations being controlled stations, the wireless communication station comprising: a transmission unit configured to transmit signals; a reception unit configured to receive signals; and a control unit configured to set the reception unit to an active state from a first sleep mode before a beacon is transmitted by the transmission unit, set the reception unit to an inactive state while the beacon is being transmitted by the transmission unit, set the reception unit back to an activestate after the beacon is transmitted by the transmission unit, and continue the active state of the reception unit until a designated period of time has elapsed, then set the station (STA-0) to a second sleep mode, wherein the designated period of time begins from a time of finishing transmitting the beacon by the transmission unit, and release the second sleep mode and set the station to active state in response to an impending further beacon being received or transmitted by the station (STA-0). a transmission unit configured to transmit signals; a reception unit configured to receive signals; and a control unit configured to set the reception unit to an active state from a first sleep mode before a beacon is transmitted by the transmission unit, set the reception unit to an inactive state while the beacon is being transmitted by the transmission unit, set the reception unit back to an activestate after the beacon is transmitted by the transmission unit, and continue the active state of the reception unit until a designated period of time has elapsed, then set the station (STA-0) to a second sleep mode, wherein the designated period of time begins from a time of finishing transmitting the beacon by the transmission unit, and release the second sleep mode and set the station to active state in response to an impending further beacon being received or transmitted by the station (STA-0).
A touch sensor, comprising: a substrate; an electrode layer formed on the substrate, wherein the electrode layer comprises at least a first electrode pattern, the first electrode pattern comprises a plurality of first conductive units spaced from each other, the first conductive unit has a boundary line, the boundary line comprises a curved connecting segment, the connecting segment comprises at least one first concave and convex portion, and first concave and convex portions are sequentially connected to form a smooth curve; a bridge electrode line, wherein two ends of the bridge electrode line respectively cross connecting segments of two adjacent first conductive units to electrically connect the two first conductive units, the bridge electrode line extends in a curve, the bridge electrode line comprises at least one second concave and convex portion, and second concave and convex portions are sequentially connected to form a smooth curve; and wherein the touch sensor further comprises at least one first etched stripe and at least one second etched stripe, and first etched stripes and second etched stripes are interleaved. a substrate; an electrode layer formed on the substrate, wherein the electrode layer comprises at least a first electrode pattern, the first electrode pattern comprises a plurality of first conductive units spaced from each other, the first conductive unit has a boundary line, the boundary line comprises a curved connecting segment, the connecting segment comprises at least one first concave and convex portion, and first concave and convex portions are sequentially connected to form a smooth curve; a bridge electrode line, wherein two ends of the bridge electrode line respectively cross connecting segments of two adjacent first conductive units to electrically connect the two first conductive units, the bridge electrode line extends in a curve, the bridge electrode line comprises at least one second concave and convex portion, and second concave and convex portions are sequentially connected to form a smooth curve; and wherein the touch sensor further comprises at least one first etched stripe and at least one second etched stripe, and first etched stripes and second etched stripes are interleaved.
An imaging device comprising: an imaging unit that images a subject; a display unit that displays a photographing image; a display control unit that displays an autofocus frame for focusing on the subject in the photographing image of the display unit; a shutter button for storing the photographing image; a focus adjustment mechanism (233, 240) that focuses on the subject in the autofocus frame by half-pressing the shutter button; and a second operation unit for selecting the position of the autofocus frame at an arbitrary position in the photographing image; characterized by a first operation unit for selecting a position of the autofocus frame at an arbitrary position in the photographing image; and a control unit that determines whether or not to operate a pre-autofocus function according to a setting state in which the pre-autofocus function is set to be valid or invalid, the pre-autofocus function adjusting a position of a focus lens to focus on the subject in the autofocus frame, regardless of whether the shutter button is half-pressed or not, wherein in the control unit, when the position of the autofocus frame is changed using the first operation unit, the pre-autofocus function is operated regardless of the setting state, and when the position of the autofocus frame is changed using the second operation unit, the pre-autofocus function is operated according to the setting state. an imaging unit that images a subject; a display unit that displays a photographing image; a display control unit that displays an autofocus frame for focusing on the subject in the photographing image of the display unit; a shutter button for storing the photographing image; a focus adjustment mechanism (233, 240) that focuses on the subject in the autofocus frame by half-pressing the shutter button; and a second operation unit for selecting the position of the autofocus frame at an arbitrary position in the photographing image; characterized by a first operation unit for selecting a position of the autofocus frame at an arbitrary position in the photographing image; and a control unit that determines whether or not to operate a pre-autofocus function according to a setting state in which the pre-autofocus function is set to be valid or invalid, the pre-autofocus function adjusting a position of a focus lens to focus on the subject in the autofocus frame, regardless of whether the shutter button is half-pressed or not, wherein in the control unit, when the position of the autofocus frame is changed using the first operation unit, the pre-autofocus function is operated regardless of the setting state, and when the position of the autofocus frame is changed using the second operation unit, the pre-autofocus function is operated according to the setting state.
A method for making a composite comprising: a first reacting of a mixture comprised of: i) a metal alkoxide of the formula R x M(OR 1) m-x, where M is Si, Ti, Ta, Sn, Al, Zr, Hf, or a combination thereof, R, if present, is a hydrocarbyl group having from 1 to 10 carbon atoms, or an unsaturated hydrocarbyl group having from 1 to 10 carbon atoms, OR 1 is each independently an alcoholysable hydrocarbyloxy group having from 1 to 10 carbon atoms, x is 0 to 5, and m is 1 to 5, and ii) a diol of the formula HO-R 2 -OH, or an alcohol of the formula HO-R 3, where R 2 is a divalent hydrocarbyl group having from 1 to 10 carbon atoms, or a polymeric group; R 3 is a polymerizable unsaturated hydrocarbylene group having from 3 to 18 carbon atoms, or a mixture of a diol of the formula HO-R 2 -OH and an alcohol of the formula HO-R 3; and a second reacting of a mixture comprising the resulting product of the first reacting and a mixture comprised of an unsaturated anhydride, a cross-linker, and a free-radical initiator. a first reacting of a mixture comprised of: i) a metal alkoxide of the formula R x M(OR 1) m-x, where M is Si, Ti, Ta, Sn, Al, Zr, Hf, or a combination thereof, R, if present, is a hydrocarbyl group having from 1 to 10 carbon atoms, or an unsaturated hydrocarbyl group having from 1 to 10 carbon atoms, OR 1 is each independently an alcoholysable hydrocarbyloxy group having from 1 to 10 carbon atoms, x is 0 to 5, and m is 1 to 5, and ii) a diol of the formula HO-R 2 -OH, or an alcohol of the formula HO-R 3, where i) a metal alkoxide of the formula R x M(OR 1) m-x, where M is Si, Ti, Ta, Sn, Al, Zr, Hf, or a combination thereof, R, if present, is a hydrocarbyl group having from 1 to 10 carbon atoms, or an unsaturated hydrocarbyl group having from 1 to 10 carbon atoms, OR 1 is each independently an alcoholysable hydrocarbyloxy group having from 1 to 10 carbon atoms, x is 0 to 5, and m is 1 to 5, and ii) a diol of the formula HO-R 2 -OH, or an alcohol of the formula HO-R 3, where R 2 is a divalent hydrocarbyl group having from 1 to 10 carbon atoms, or a polymeric group; R 3 is a polymerizable unsaturated hydrocarbylene group having from 3 to 18 carbon atoms, or a mixture of a diol of the formula HO-R 2 -OH and an alcohol of the formula HO-R 3; and a second reacting of a mixture comprising the resulting product of the first reacting and a mixture comprised of an unsaturated anhydride, a cross-linker, and a free-radical initiator.
A method for converting carbon dioxide CO 2 into carbon monoxide CO comprising the following steps: decomposing a hydrocarbon containing fluid into carbon and hydrogen by means of introduction of energy in a hydrocarbon converter, the energy at least partially being provided by heat, wherein the carbon and the hydrogen have a temperature of at least 200°C after the decomposing step; directing at least a portion of the carbon generated by the decomposing step from the hydrocarbon converter into a CO 2 converter; introducing CO 2 gas from a power plant or from another industrial process into the CO 2 converter; mixing the CO 2 gas with at least a portion of the carbon generated by the decomposing step, wherein upon mixing the carbon with the CO 2 gas, the carbon obtained by the decomposing step has cooled down by no more than 50% in °C with respect to its temperature after the decomposing step; converting at least a portion of the CO 2 gas and the carbon obtained by the decomposing step into CO at a temperature between 800 and 1700°C. decomposing a hydrocarbon containing fluid into carbon and hydrogen by means of introduction of energy in a hydrocarbon converter, the energy at least partially being provided by heat, wherein the carbon and the hydrogen have a temperature of at least 200°C after the decomposing step; directing at least a portion of the carbon generated by the decomposing step from the hydrocarbon converter into a CO 2 converter; introducing CO 2 gas from a power plant or from another industrial process into the CO 2 converter; mixing the CO 2 gas with at least a portion of the carbon generated by the decomposing step, wherein upon mixing the carbon with the CO 2 gas, the carbon obtained by the decomposing step has cooled down by no more than 50% in °C with respect to its temperature after the decomposing step; converting at least a portion of the CO 2 gas and the carbon obtained by the decomposing step into CO at a temperature between 800 and 1700°C.
A vehicle-mounted millimeter-wave communication device mounted on a vehicle and performing communication while temporally changing a communication direction by using an antenna unit capable of changing directivity and capable to communicate in only one direction at a time, the device comprising: a running environment acquisition unit (51, 52) configured to acquire a running environment including at least one of a road condition of a road on which the vehicle is running, and a vehicle state of the vehicle; and a communication control unit configured to perform control such that communication, in which a communication time allocated to each communication direction is determined in accordance with the running environment, is performed; wherein in a case where it is determined that the communication time longer than the communication time set for the other direction is to be set for a forward and backward direction based on the running environment, the communication control unit performs a first control such that communication, in which the communication time longer than the communication time set for the other direction is set for the forward and backward direction, and communication, in which the communication times are set for all the directions equally, are performed alternately, wherein the running environment includes remaining battery power of the vehicle, and, in a case where the remaining battery power is not more than a threshold value, the communication control unit sets the communication times (63, 66) for all the directions equally_without performing the first control. a running environment acquisition unit (51, 52) configured to acquire a running environment including at least one of a road condition of a road on which the vehicle is running, and a vehicle state of the vehicle; and a communication control unit configured to perform control such that communication, in which a communication time allocated to each communication direction is determined in accordance with the running environment, is performed; wherein in a case where it is determined that the communication time longer than the communication time set for the other direction is to be set for a forward and backward direction based on the running environment, the communication control unit performs a first control such that communication, in which the communication time longer than the communication time set for the other direction is set for the forward and backward direction, and communication, in which the communication times are set for all the directions equally, are performed alternately, wherein the running environment includes remaining battery power of the vehicle, and, in a case where the remaining battery power is not more than a threshold value, the communication control unit sets the communication times (63, 66) for all the directions equally_without performing the first control.
A method of manufacturing a refrigerator door having a substantially transparent substrate, the method comprising the acts of: mixing a blocked isocyanate with a polyol to form a mixture; applying the mixture to at least a portion of the substantially transparent substrate; and curing the mixture, wherein the substrate is part of a refrigerator door or is used to manufacture a refrigerator door. mixing a blocked isocyanate with a polyol to form a mixture; applying the mixture to at least a portion of the substantially transparent substrate; and curing the mixture,
A method for detecting defects in a packaging laminate having at least one conductive layer, comprising the steps of: grounding the conductive layer of the packaging laminate, arranging an electrode in close contact with, adjacent to or at a predetermined distance from said packaging laminate, applying a voltage to said electrode by ramping the voltage from an initial value towards an upper predetermined value, wherein said defect comprises a weakening zone within a polymer layer of said packaging laminate, said weakening zone not being a hole, wherein the voltage applied is sufficiently high to cause said weakening zone to burst into an open hole, and detecting said weakening zone in said packaging material by registering dielectric breakdown between the electrode and the conductive layer of the packaging laminate, using an oscilloscope for registering the dielectric breakdown, wherein one probe of the oscilloscope is connected to the conductive layer of the packaging laminate in order to measure the current flowing to the ground, and determining a number of defects in a packaging material by analyzing the curve of the measured current during the ramping of the voltage, wherein the step-like increments in the current curve are indicative of the number of defects. grounding the conductive layer of the packaging laminate, arranging an electrode in close contact with, adjacent to or at a predetermined distance from said packaging laminate, detecting said weakening zone in said packaging material by registering dielectric breakdown between the electrode and the conductive layer of the packaging laminate, using an oscilloscope for registering the dielectric breakdown, wherein one probe of the oscilloscope is connected to the conductive layer of the packaging laminate in order to measure the current flowing to the ground, and determining a number of defects in a packaging material by analyzing the curve of the measured current during the ramping of the voltage, wherein the step-like increments in the current curve are indicative of the number of defects.
Device for detecting the open or closed state of a switch which comprises means (1, 2, 3) for delivering a voltage (Ve) of a value less than or greater than a predetermined reference voltage value (V ref) depending on whether the switch is open or closed and a comparator for comparing the predetermined reference voltage (V ref) with the voltage delivered by said means and delivering a comparison signal (V s) having a different value depending on whether the switch is open or closed, characterized in that it comprises: - a current limiting circuit and a voltage limiting circuit mounted in series, an input of the current limiting circuit being linked to a first terminal of the switch of which the second terminal is linked to the ground of the device, - the comparator having a first input linked to an output of the voltage limiting circuit, a second input linked to the reference voltage and an output linked to an input of a low-pass filter and - a load regulator circuit mounted between an output of the low-pass filter and the input of the current limiting circuit. - a current limiting circuit and a voltage limiting circuit mounted in series, an input of the current limiting circuit being linked to a first terminal of the switch of which the second terminal is linked to the ground of the device, - the comparator having a first input linked to an output of the voltage limiting circuit, a second input linked to the reference voltage and an output linked to an input of a low-pass filter and - a load regulator circuit mounted between an output of the low-pass filter and the input of the current limiting circuit.
A diagonal loading method, characterized by comprising: determining a noise vector according to a received pilot signal; determining a noise matrix according to the noise vector; determining a diagonal loading coefficient according to a noise power and an interference power at a position where a user is located, wherein a value obtained from dividing the interference power by the noise power is inversely proportional to the diagonal loading coefficient; and determining a diagonally loaded noise matrix according to the diagonal loading coefficient and the noise matrix, and performing equalization through the diagonally loaded noise matrix. determining a noise vector according to a received pilot signal; determining a noise matrix according to the noise vector; determining a diagonal loading coefficient according to a noise power and an interference power at a position where a user is located, wherein a value obtained from dividing the interference power by the noise power is inversely proportional to the diagonal loading coefficient; and determining a diagonally loaded noise matrix according to the diagonal loading coefficient and the noise matrix, and performing equalization through the diagonally loaded noise matrix.