mhurhangee/patent-ind-claim-en huggingface dataset:
A method implemented on a user device for performing inferencing based on input data, the method comprising: determining (S3-1) one or more performance requirements for a neural network based on a current usage of one or more computational resources by the user device which is to execute the neural network; selecting (S3-2), based on the one or more performance requirements, a set of stored model information from plural sets of stored model information, each corresponding to a different neural network model; initialising (S3-6) the neural network based on the selected set of stored model information, which defines a plurality of orthogonal binary basis vectors which are to be used to implement kernels in one or more hidden layers of the neural network, and plural sets of plural coefficients, each set of plural coefficients corresponding to a respective one of the kernels, wherein each of the coefficients in a given set of coefficients is associated with a respective one of the one or more orthogonal binary basis vectors; passing (S3-9) input data through the neural network such that convolution operations between the kernels and data arriving at the kernels are performed, wherein each of the kernels is implemented using a respective set of coefficients and the orthogonal binary basis vectors with which the coefficients in the set are associated; and outputting (S3-10) data from the neural network, the output data representing an inference corresponding to the input data. determining (S3-1) one or more performance requirements for a neural network based on a current usage of one or more computational resources by the user device which is to execute the neural network; selecting (S3-2), based on the one or more performance requirements, a set of stored model information from plural sets of stored model information, each corresponding to a different neural network model; initialising (S3-6) the neural network based on the selected set of stored model information, which defines a plurality of orthogonal binary basis vectors which are to be used to implement kernels in one or more hidden layers of the neural network, and plural sets of plural coefficients, each set of plural coefficients corresponding to a respective one of the kernels, wherein each of the coefficients in a given set of coefficients is associated with a respective one of the one or more orthogonal binary basis vectors; passing (S3-9) input data through the neural network such that convolution operations between the kernels and data arriving at the kernels are performed, wherein each of the kernels is implemented using a respective set of coefficients and the orthogonal binary basis vectors with which the coefficients in the set are associated; and outputting (S3-10) data from the neural network, the output data representing an inference corresponding to the input data.
An electric work vehicle (A), comprising: - a body frame ; - a battery above the body frame ; - a motor (M) drivable on electric power supplied by the battery ; - a travel device drivable by the motor (M); and - a cooling fan positioned forward of the battery and configured to send cooling air to the battery , - wherein the body frame and the battery define a ventilation space (S) in-between, and - the cooling fan extends in an up-down direction of a machine body to face both the battery and the ventilation space (S), characterized in that - the motor (M) is under the battery , - the motor (M) and the battery define a second space (S2) in-between, - the second space (S2) is part of the ventilation space (S), - the motor (M) is in contact with the ventilation space (S), and - the electric work vehicle (A) further comprises a wind guide plate positioned under the battery and forward of the second space (S2) and facing toward the cooling fan . - a body frame ; - a battery above the body frame ; - a motor (M) drivable on electric power supplied by the battery ; - a travel device drivable by the motor (M); and - a cooling fan positioned forward of the battery and configured to send cooling air to the battery , - wherein the body frame and the battery define a ventilation space (S) in-between, and - the cooling fan extends in an up-down direction of a machine body to face both the battery and the ventilation space (S), characterized in that - the motor (M) is under the battery , - the motor (M) and the battery define a second space (S2) in-between, - the second space (S2) is part of the ventilation space (S), - the motor (M) is in contact with the ventilation space (S), and - the electric work vehicle (A) further comprises a wind guide plate positioned under the battery and forward of the second space (S2) and facing toward the cooling fan .
A cover body for a valve rotating device, comprising a ring-shaped upper part and a ring-shaped lower part , wherein the upper part and the lower part are axially spaced apart and are adapted to accommodate an axial spring element therebetween, wherein the upper part and the lower part are connected to each other by at least one connecting piece , wherein the at least one connecting piece is arranged at the location opposite to an insertion position of the axial spring element , characterized in that the ring-shaped upper part and the ring-shaped lower part are formed by punching from a metal sheet and are integrally connected to one another by the at least one connecting piece , wherein the punched metal sheet is transformed by bending into the cover body . a ring-shaped upper part and a ring-shaped lower part , wherein the upper part and the lower part are axially spaced apart and are adapted to accommodate an axial spring element therebetween, wherein the upper part and the lower part are connected to each other by at least one connecting piece , wherein the at least one connecting piece is arranged at the location opposite to an insertion position of the axial spring element , characterized in that the ring-shaped upper part and the ring-shaped lower part are formed by punching from a metal sheet and are integrally connected to one another by the at least one connecting piece , wherein the punched metal sheet is transformed by bending into the cover body .
A laundry drying machine comprising a cabinet housing a chamber for treating laundry having a rotation axis (RR) and supported by one or more rollers rotatably mounted on a supporting structure connected to the cabinet, a porthole for providing access to and tightly closing the chamber , a hinge (11,) to pivot the porthole to the cabinet , a lock of a kind that allows opening of the porthole during operation of the laundry drying machine, the lock comprising a first member on the porthole and a matching member on the cabinet , and a grip-only handle provided at the porthole to be gripped by a user for applying a pulling force onto the porthole away from the cabinet, wherein said porthole comprises a frame assembly comprising at least one frame (30, 30a, 31; 130, 131), wherein said lock is configured to be released by applying a force beyond a threshold onto the porthole away from the cabinet , wherein said grip-only handle is configured to be alternatively positionable in one of at least two prefixed positions with respect to said at least one frame (30, 30a, 31; 130, 131) of said frame assembly, characterized in that said grip-only handle comprises a body portion that protrudes, when said grip-only handle is assembled to said frame assembly, radially inwardly or radially outwardly from said at least one frame .
A method for transmitting uplink information, comprising: determining (S401a) whether a time domain resource of a Physical Uplink Control Channel, PUCCH, and a time domain resource of a Physical Uplink Shared Channel, PUSCH, overlap in a time domain, and responsive to that there is an overlap between the time domain resource of the PUCCH and the time domain resource of the PUSCH, determining (S402a) a transmission manner for at least one of the PUCCH or the PUSCH according to a priority parameter; wherein the priority parameter comprises: an information priority of the PUCCH; or the information priority of the PUCCH and an information priority of the PUSCH, wherein in response to that the transmission manner is to multiplex UCIs in the PUCCH into the PUSCH, a number of resource elements occupied by UCI is obtained according to a code rate compensation factor, and characterized in that the code rate compensation factor is associated with a service type of a service corresponding to the UCI, wherein code rate compensation factors corresponding to UCIs with different service types are independent; or code rate compensation factors corresponding to different types of UCIs with a same service type are shared or independent. determining (S401a) whether a time domain resource of a Physical Uplink Control Channel, PUCCH, and a time domain resource of a Physical Uplink Shared Channel, PUSCH, overlap in a time domain, and responsive to that there is an overlap between the time domain resource of the PUCCH and the time domain resource of the PUSCH, determining (S402a) a transmission manner for at least one of the PUCCH or the PUSCH according to a priority parameter; wherein the priority parameter comprises: an information priority of the PUCCH; or the information priority of the PUCCH and an information priority of the PUSCH, wherein in response to that the transmission manner is to multiplex UCIs in the PUCCH into the PUSCH, a number of resource elements occupied by UCI is obtained according to a code rate compensation factor, and characterized in that the code rate compensation factor is associated with a service type of a service corresponding to the UCI, wherein code rate compensation factors corresponding to UCIs with different service types are independent; or code rate compensation factors corresponding to different types of UCIs with a same service type are shared or independent.
A cleaner comprising: a housing to house a fan motor configured to generate a suction force, and a dust collecting chamber configured to collect foreign substances; a suction head having an air flow path , the suction head couplable to the housing to and configured to guide the foreign substances along the air flow path , using the suction force generated by the fan motor , from a surface to be cleaned to the dust collecting chamber ; a neck disposed between the suction head and the housing and configured to connect the suction head to the housing , the neck rotatable with respect to the suction head and couplable to and decouplable from the housing ; a switch device disposed on one side of the neck to allow the neck and the housing to be couplable to and decouplable from each other; and a rotating body rotatably couplable to the neck and configured to lock the switch device while the neck is at a first position with respect to the suction head and unlock the switch device while the neck is at a second position with respect to the suction head . a housing to house a fan motor configured to generate a suction force, and a dust collecting chamber configured to collect foreign substances; a fan motor configured to generate a suction force, and a dust collecting chamber configured to collect foreign substances; a suction head having an air flow path , the suction head couplable to the housing to and configured to guide the foreign substances along the air flow path , using the suction force generated by the fan motor , from a surface to be cleaned to the dust collecting chamber ; a neck disposed between the suction head and the housing and configured to connect the suction head to the housing , the neck rotatable with respect to the suction head and couplable to and decouplable from the housing ; a switch device disposed on one side of the neck to allow the neck and the housing to be couplable to and decouplable from each other; and a rotating body rotatably couplable to the neck and configured to lock the switch device while the neck is at a first position with respect to the suction head and unlock the switch device while the neck is at a second position with respect to the suction head .
A controller that controls travel of a straddle-type vehicle , the controller comprising: a control section capable of executing adaptive cruise control in which the straddle-type vehicle is made to travel according to a distance from said straddle-type vehicle to a preceding vehicle, motion of said straddle-type vehicle , and a driver's instruction, wherein when the control section causes generation of braking forces on a front wheel and a rear wheel of the straddle-type vehicle during the adaptive cruise control, in which the control section controls an operation of each of components such that the braking forces are generated on the front wheel and the rear wheel without relying on the driver's brake operation, at a braking start time point at which the straddle-type vehicle starts being braked, the control section brings braking force distribution between the front wheel and the rear wheel into an initial state, the initial state being a state that: the braking force is generated only on the rear wheel ; or the braking force generated on the rear wheel is larger than the braking force generated on the front wheel , and then increases a distribution ratio for the front wheel in the braking force distribution with a lapse of time. a control section capable of executing adaptive cruise control in which the straddle-type vehicle is made to travel according to a distance from said straddle-type vehicle to a preceding vehicle, motion of said straddle-type vehicle , and a driver's instruction, wherein when the control section causes generation of braking forces on a front wheel and a rear wheel of the straddle-type vehicle during the adaptive cruise control, in which the control section controls an operation of each of components such that the braking forces are generated on the front wheel and the rear wheel without relying on the driver's brake operation, at a braking start time point at which the straddle-type vehicle starts being braked, the control section brings braking force distribution between the front wheel and the rear wheel into an initial state, the initial state being a state that: the braking force is generated only on the rear wheel ; or the braking force generated on the rear wheel is larger than the braking force generated on the front wheel , and then increases a distribution ratio for the front wheel in the braking force distribution with a lapse of time.
A method for channel state information, CSI, feedback reporting by a user equipment, UE, in a coordinated multipoint communication system, the method comprising: receiving CSI configuration information configuring a CSI process from a base station, the CSI configuration information comprising one interference measurement, IM, resource index and one channel state information reference signal, CSI-RS, resource index; measuring a channel using a CSI-RS resource and an interference using an IM resource, the CSI-RS resource being indicated by the CSI-RS resource index; and transmitting CSI feedback information based on the measured channel and interference, wherein the CSI-RS resource is associated with a non-zero power CSI-RS and the IM resource is associated with a zero-power CSI-RS, and wherein the IM resource indicated by the IM resource index belongs to one of two CSI subframe subsets in a case that downlink transmissions to the UE are configured with the two CSI subframe subsets; wherein the IM resource index is based on 16 CSI-RS resource configurations that are used for zero-power CSI-RS based on a 4Tx CSI-RS pattern as specified in 3GPP TS 36.211 v10.1.0. receiving CSI configuration information configuring a CSI process from a base station, the CSI configuration information comprising one interference measurement, IM, resource index and one channel state information reference signal, CSI-RS, resource index; measuring a channel using a CSI-RS resource and an interference using an IM resource, the CSI-RS resource being indicated by the CSI-RS resource index; and transmitting CSI feedback information based on the measured channel and interference, wherein the CSI-RS resource is associated with a non-zero power CSI-RS and the IM resource is associated with a zero-power CSI-RS, and wherein the IM resource indicated by the IM resource index belongs to one of two CSI subframe subsets in a case that downlink transmissions to the UE are configured with the two CSI subframe subsets; wherein the IM resource index is based on 16 CSI-RS resource configurations that are used for zero-power CSI-RS based on a 4Tx CSI-RS pattern as specified in 3GPP TS 36.211 v10.1.0.
An edged tool storage device, comprising: a pedestal ; a support rod that extends in a substantially vertical direction from the pedestal ; and a first edged tool cover (3; 3A; 3B; 3C) and a second edged tool cover (3; 3A; 3B; 3C) that are removably connected to the support rod and store edged tools , wherein each of the first edged tool cover (3; 3A; 3B; 3C) and the second edged tool cover (3; 3A; 3B; 3C) includes a holding part that is elastically fitted onto the support rod and thus holds the support rod , and is removably connected to the support rod by the holding part , the holding part of the first edged tool cover (3; 3A; 3B; 3C) and the holding part of the second edged tool cover (3; 3A; 3B; 3C) are different in height when connected to the support rod , and the holding part includes a surface contact part (32b; 32d) that is in surface contact with a placement surface when the edged tool cover (3; 3A; 3B; 3C) is placed so that the holding part is a fulcrum. a pedestal ; a support rod that extends in a substantially vertical direction from the pedestal ; and a first edged tool cover (3; 3A; 3B; 3C) and a second edged tool cover (3; 3A; 3B; 3C) that are removably connected to the support rod and store edged tools , wherein each of the first edged tool cover (3; 3A; 3B; 3C) and the second edged tool cover (3; 3A; 3B; 3C) includes a holding part that is elastically fitted onto the support rod and thus holds the support rod , and is removably connected to the support rod by the holding part , the holding part of the first edged tool cover (3; 3A; 3B; 3C) and the holding part of the second edged tool cover (3; 3A; 3B; 3C) are different in height when connected to the support rod , and the holding part includes a surface contact part (32b; 32d) that is in surface contact with a placement surface when the edged tool cover (3; 3A; 3B; 3C) is placed so that the holding part is a fulcrum.
A winding-type non-aqueous electrolyte secondary battery , comprising: an electrode assembly having a positive electrode and a negative electrode wound with separators intervening therebetween; and a non-aqueous electrolyte, wherein at least any one of the positive electrode and the negative electrode comprises: a current collector ; a mixture layer on an inner periphery side that is arranged on a surface, of both surfaces of the current collector , that is on the inner periphery side; and a mixture layer on an outer periphery side that is arranged on a surface, of both surfaces of the current collector , that is on the outer periphery side, the mixture layer on the inner periphery side and the mixture layer on the outer periphery side include active material and carbon nanotubes, and the carbon nanotubes of the mixture layer on the outer periphery side and the carbon nanotubes of the mixture layer on the inner periphery side have different average fiber lengths. an electrode assembly having a positive electrode and a negative electrode wound with separators intervening therebetween; and a non-aqueous electrolyte, wherein at least any one of the positive electrode and the negative electrode comprises: a current collector ; a mixture layer on an inner periphery side that is arranged on a surface, of both surfaces of the current collector , that is on the inner periphery side; and a mixture layer on an outer periphery side that is arranged on a surface, of both surfaces of the current collector , that is on the outer periphery side, the mixture layer on the inner periphery side and the mixture layer on the outer periphery side include active material and carbon nanotubes, and the carbon nanotubes of the mixture layer on the outer periphery side and the carbon nanotubes of the mixture layer on the inner periphery side have different average fiber lengths. a current collector ; a mixture layer on an inner periphery side that is arranged on a surface, of both surfaces of the current collector , that is on the inner periphery side; and a mixture layer on an outer periphery side that is arranged on a surface, of both surfaces of the current collector , that is on the outer periphery side, the mixture layer on the inner periphery side and the mixture layer on the outer periphery side include active material and carbon nanotubes, and the carbon nanotubes of the mixture layer on the outer periphery side and the carbon nanotubes of the mixture layer on the inner periphery side have different average fiber lengths.
A method of controlling a load with a differential controller comprising a first regulator and a second regulator , the method comprising: sensing, by a feedback sensor , a load condition to generate a feedback signal (IMON, VMON), the load condition associated with the load , wherein the load is connected between a first regulator output of the first regulator and a second regulator output of the second regulator ; generating, by a first amplifier (114; GM1), a first regulator control signal for the first regulator using the feedback signal (IMON, VMON) and a set voltage (VSET); coupling, by a compensation network, the first regulator control signal to a common mode control voltage (VCMC) so as to cause the input to the first regulator to change in response to changes in the common mode control voltage and to cause the second regulator input to change in response to the load condition; and generating, by a second amplifier (118, A4), a second regulator control signal (CIN2, V2) for the second regulator using the first regulator control signal (CIN1, V1) and the common mode control voltage (VCMC), wherein the first regulator output and the second regulator output are based at least in part on the common mode control voltage (VCMC). sensing, by a feedback sensor , a load condition to generate a feedback signal (IMON, VMON), the load condition associated with the load , wherein the load is connected between a first regulator output of the first regulator and a second regulator output of the second regulator ; generating, by a first amplifier (114; GM1), a first regulator control signal for the first regulator using the feedback signal (IMON, VMON) and a set voltage (VSET); coupling, by a compensation network, the first regulator control signal to a common mode control voltage (VCMC) so as to cause the input to the first regulator to change in response to changes in the common mode control voltage and to cause the second regulator input to change in response to the load condition; and generating, by a second amplifier (118, A4), a second regulator control signal (CIN2, V2) for the second regulator using the first regulator control signal (CIN1, V1) and the common mode control voltage (VCMC), wherein the first regulator output and the second regulator output are based at least in part on the common mode control voltage (VCMC).