mhurhangee/patent-ind-claim-en huggingface dataset:
A computer-implemented method comprising: for each of a plurality of input samples of a first domain, obtaining an output from each of a plurality of kernels (k) in an extraction layer of a first trained convolutional neural network (CNN A), wherein the first trained convolutional neural network (CNN A) is configured to identify one or more features in an image; for each of at least some of the kernels (k), aggregating the outputs corresponding to at least some of the input samples to generate an aggregate map (G k ) corresponding to that kernel (k); resizing the aggregate maps (G k ) to a lower resolution to generate a plurality of region maps (H k ) corresponding to the aggregate maps (G k ), respectively, so that for each region map (H k ) a single pixel represents a fixed spatial region occupied by multiple pixels in the corresponding aggregate map (G k ); clustering the region maps (H k ) to generate clusters of region maps (H k ), each cluster comprising region maps (H k ) having similar regions; selecting at least one cluster that is transferrable to a context of a second domain; and training, using input samples of the second domain, a second convolutional neural network with the kernel weights of the kernels (k) which correspond to the region maps (H k ) of the selected at least one cluster, wherein the first trained convolutional neural network is configured to classify images using image processing, and wherein the second convolutional neural network is configured after training to classify images using image processing. for each of a plurality of input samples of a first domain, obtaining an output from each of a plurality of kernels (k) in an extraction layer of a first trained convolutional neural network (CNN A), wherein the first trained convolutional neural network (CNN A) is configured to identify one or more features in an image; for each of at least some of the kernels (k), aggregating the outputs corresponding to at least some of the input samples to generate an aggregate map (G k ) corresponding to that kernel (k); resizing the aggregate maps (G k ) to a lower resolution to generate a plurality of region maps (H k ) corresponding to the aggregate maps (G k ), respectively, so that for each region map (H k ) a single pixel represents a fixed spatial region occupied by multiple pixels in the corresponding aggregate map (G k ); clustering the region maps (H k ) to generate clusters of region maps (H k ), each cluster comprising region maps (H k ) having similar regions; selecting at least one cluster that is transferrable to a context of a second domain; and training, using input samples of the second domain, a second convolutional neural network with the kernel weights of the kernels (k) which correspond to the region maps (H k ) of the selected at least one cluster, wherein the first trained convolutional neural network is configured to classify images using image processing, and wherein the second convolutional neural network is configured after training to classify images using image processing.
A valve assembly, comprising: a valve body with a flow passage intersected by a valve cavity ; a valve member axially movable in the valve cavity between a closed position and an open position; a valve stem threadingly connected to the valve member , the valve stem rotatable to move the valve member between the closed position and the open position; a collar assembly located within a slot of the valve member and circumscribing the valve stem , the collar assembly having an annular collar shoulder ; wherein the valve stem has an annular load shoulder sized to engage the collar shoulder , limiting axial movement of the valve member ; characterized in that the valve member has an opening that registers with the flow passage when the valve member is in the open position, and in that the collar assembly has a sleeve circumscribed by a collar , the sleeve being rotationally static relative to the collar and having internal threads that engage external threads of the valve stem . a valve body with a flow passage intersected by a valve cavity ; a valve member axially movable in the valve cavity between a closed position and an open position; a valve stem threadingly connected to the valve member , the valve stem rotatable to move the valve member between the closed position and the open position; a collar assembly located within a slot of the valve member and circumscribing the valve stem , the collar assembly having an annular collar shoulder ; wherein the valve stem has an annular load shoulder sized to engage the collar shoulder , limiting axial movement of the valve member ; characterized in that the valve member has an opening that registers with the flow passage when the valve member is in the open position, and in that the collar assembly has a sleeve circumscribed by a collar , the sleeve being rotationally static relative to the collar and having internal threads that engage external threads of the valve stem .
A method implemented by a long term evolution, LTE, wireless transmit receive unit, WTRU , accessing a contention-based (CB) shared channel, and accessing a contention-free shared channel allocated by receiving an uplink grant for the WTRU from a base station, the method characterized by : receiving radio resource control, RRC, signaling that indicates resources for the CB shared channel; wherein the CB shared channel is selected autonomously by the WTRU from the resources indicated in the received RRC signaling; and on a condition that an uplink grant is received, in a random access response, for a subframe in which a transmission using the CB shared channel would occur, not transmitting using the CB shared channel in the subframe and transmitting using the contention-free shared channel using the uplink grant received in the random access response. receiving radio resource control, RRC, signaling that indicates resources for the CB shared channel; wherein the CB shared channel is selected autonomously by the WTRU from the resources indicated in the received RRC signaling; and on a condition that an uplink grant is received, in a random access response, for a subframe in which a transmission using the CB shared channel would occur, not transmitting using the CB shared channel in the subframe and transmitting using the contention-free shared channel using the uplink grant received in the random access response.
System for motorising a wheel associated with a suspension for moving an aircraft around on the ground, the system comprising a motor unit and a drive member configured to be secured to the wheel , the motor unit being configured to be secured to a sprung part of a suspension strut , a clutch device for connecting an output shaft of the motor unit to the drive member and the transmission between the motor unit and the drive member being a positive transmission, the clutch device being configured in such a way as to be able to move the motor unit into an engaged position in which this unit is connected to the drive member , and a disengaged position in which this unit is separated therefrom, and being configured in such a way that the motor unit is configured to be mounted to rotate with respect to the sprung part of the suspension strut , about a horizontal axis, and comprising a movement system designed to move the motor unit from one of its two, engaged and disengaged, positions into the other, and the movement system comprising a driving element , the movement system comprising a return element designed to move the motor unit in the opposite direction to the direction imposed by the driving element .
A programmable discrete input module comprising: a pulse width modulation module configured to generate a pulse width modulated signal based upon an input signal; an isolator communicatively coupled to the pulse width modulation module , the isolator being configured to isolate the pulse width modulation module and a pulse width demodulation module , the pulse width demodulation module configured to generate a demodulated pulse width signal, the isolator configured to receive the pulse width modulated signal from the pulse width modulation module and generate an isolated modulated pulse width signal based upon the received pulse width modulated signal for the pulse width demodulation module to generate the demodulated pulse width signal; the pulse width demodulation module communicatively coupled to the isolator , the pulse width demodulation module being configured to receive the isolated modulated pulse width signal from the isolator and generate the demodulated pulse width signal based on the received isolated modulated pulse width signal; characterized in that the programmable discrete input module further comprises a first comparator and a second comparator communicatively coupled to the pulse width demodulation module , the first and the second comparators (440/442) being configured to receive the demodulated pulse width signal and generate respective first and second comparator output signals based on a comparison of the received demodulated pulse width signal with respective first and second programmable reference values. a pulse width modulation module configured to generate a pulse width modulated signal based upon an input signal; an isolator communicatively coupled to the pulse width modulation module , the isolator being configured to isolate the pulse width modulation module and a pulse width demodulation module , the pulse width demodulation module configured to generate a demodulated pulse width signal, the isolator configured to receive the pulse width modulated signal from the pulse width modulation module and generate an isolated modulated pulse width signal based upon the received pulse width modulated signal for the pulse width demodulation module to generate the demodulated pulse width signal; the pulse width demodulation module communicatively coupled to the isolator , the pulse width demodulation module being configured to receive the isolated modulated pulse width signal from the isolator and generate the demodulated pulse width signal based on the received isolated modulated pulse width signal; characterized in that the programmable discrete input module further comprises a first comparator and a second comparator communicatively coupled to the pulse width demodulation module , the first and the second comparators (440/442) being configured to receive the demodulated pulse width signal and generate respective first and second comparator output signals based on a comparison of the received demodulated pulse width signal with respective first and second programmable reference values.
A compound represented by the following Formula 1 or a pharmaceutically acceptable salt thereof for use in therapeutic treatment of obesity, wherein R 1 and R 2 denote hydrogen, and R 3 denotes hydrogen or methoxy.
A polysulfone hollow fiber membrane for blood treatment, comprising a polysulfone resin, a hydrophilic polymer, and a fat-soluble vitamin, wherein: the fat-soluble vitamin is selected from the group consisting of vitamin A, vitamin D, vitamin E, vitamin K and ubiquinone; the amount of the fat-soluble vitamin present in the surface of the membrane is 10 to 300 mg per square meter; the content of the fat-soluble vitamin present in the surface of the membrane is 40 to 95% by mass when the content of the fat-soluble vitamin present in the entire membrane is assumed as 100% by mass; the clearance rate of β2 microglobulin (β2MG) converted to that for 1.5 m 2 for a blood purifier assembled using the membrane is 65 mL/min or more characterized in that the hollow fiber membrane contains 2 to 3000 μg of a ketone and/or an alcohol having 1 to 4 carbons per gram of the hollow fiber membrane, and wherein the content of the fat-soluble vitamin in the hollow fiber membrane surface and in the entire membrane as well as the clearance-rate of β2MG are measured by the method specified in the description. the fat-soluble vitamin is selected from the group consisting of vitamin A, vitamin D, vitamin E, vitamin K and ubiquinone; the amount of the fat-soluble vitamin present in the surface of the membrane is 10 to 300 mg per square meter; the content of the fat-soluble vitamin present in the surface of the membrane is 40 to 95% by mass when the content of the fat-soluble vitamin present in the entire membrane is assumed as 100% by mass; the clearance rate of β2 microglobulin (β2MG) converted to that for 1.5 m 2 for a blood purifier assembled using the membrane is 65 mL/min or more characterized in that the hollow fiber membrane contains 2 to 3000 μg of a ketone and/or an alcohol having 1 to 4 carbons per gram of the hollow fiber membrane, and wherein the content of the fat-soluble vitamin in the hollow fiber membrane surface and in the entire membrane as well as the clearance-rate of β2MG are measured by the method specified in the description.
A plurality of exhaust gas treatment assemblies, each exhaust gas treatment assembly including a housing , a gas permeable block , and an external mounting surface configured to receive a mounting connector for mounting the assembly on a support ; the housing having an axis (X) and a clamping region , the clamping region having an external surface (14, 14', 14"), an axial length (L), and opposite axial extremities spaced apart by the axial length; the housing defining a flowpath extending through the housing along the axis, the block being clamped within the clamping region of the housing to extend axially at least to the opposite axial extremities of the clamping region so that exhaust gas may flow along the flowpath through the block; wherein the housing further includes at least one protuberance arranged axially between the opposite axial extremities of the clamping region, and wherein, when considered with respect to the axis (X) in a plane containing the axis, the at least one protuberance extends radially outwardly of a first surface level (S1) to a second surface level (S2), the first surface level (S1) being defined by a straight line contacting the external surface of the clamping region at each of its opposite axial extremities, the second surface level (S2) being defined by a straight line parallel with the axis (X) and contacting the external surface (14") of the clamping region at the at least one protuberance , but not passing through the at least one protuberance; the first surface level (S1) being spaced apart from the axis (X) by a respective, first radial dimension (R1) at each respective one of the opposite axial extremities of the clamping region, the second surface level (S2) being spaced apart from the axis (X) by a second radial dimension (R2); and wherein the external surface (14, 14', 14") of the clamping region is an external surface of a wall having a substantially constant thickness throughout the axial length (L) of the clamping region in said plane containing the axis (X), and the at least one protuberance comprises a region of the wall which is deformed radially outwardly with respect to the axis (X); and characterised in that the mounting surface is supported by the at least one protuberance and arranged axially between the opposite axial extremities of the clamping region and radially outwardly of the first surface level (S1); and the second radial dimension (R2) is the same for each of the assemblies, but the first radial dimension (R1) at each of the opposite axial extremities of the clamping region is different for each of the assemblies.
A resin blend comprising a blend of a benzoxazine resin and a phthalonitrile resin wherein the benzoxazine resin is not modified to contain a phthalonitrile group and the phthalonitrile resin is not modified to contain a benzoxazine group.
Method for determining a set of encoding formats usable by a terminal to establish communications via a communication network, the method being characterized in that it includes the following steps, implemented by a communication device: - obtaining, from a server , a first set of coding formats permitted on the communication network, each format of the set being associated with a type of access network and with a type of communication service, - obtaining a second set of coding formats supported by a terminal that registers or is registered on said communication network, a type of access network and a type of communication service which are used by the terminal, - determining a third set of coding formats usable, when said third set is not empty, by the terminal to establish communications via said communication network via an access network, the third set corresponding to a set of coding formats supported by the terminal and permitted by the network given the type of access network and the type of communication service used by the terminal, and - deregistering the terminal or downloading, onto the terminal, an executable module comprising instructions for implementing a coding format permitted by the network when the third set of encoding formats is empty. - obtaining, from a server , a first set of coding formats permitted on the communication network, each format of the set being associated with a type of access network and with a type of communication service, - obtaining a second set of coding formats supported by a terminal that registers or is registered on said communication network, a type of access network and a type of communication service which are used by the terminal, - determining a third set of coding formats usable, when said third set is not empty, by the terminal to establish communications via said communication network via an access network, the third set corresponding to a set of coding formats supported by the terminal and permitted by the network given the type of access network and the type of communication service used by the terminal, and - deregistering the terminal or downloading, onto the terminal, an executable module comprising instructions for implementing a coding format permitted by the network when the third set of encoding formats is empty.
A random access method applied to a terminal, comprising: when non-contention random access is initiated and current uplink and downlink Band Width Parts, BWPs, are inconsistent with uplink and downlink BWPs configured by a base station for non-contention random access, setting , by the terminal, active BWPs as an uplink BWP and a downlink BWP having the same BWP-Identity, BWP-ID, and performing contention random access on the active BWPs; or setting, by the terminal, the active BWPs as the uplink BWP and the downlink BWP configured by the base station for non-contention random access, and performing the non-contention random access on the active BWPs, wherein the setting, by the terminal, the active BWPs to the uplink BWP and the downlink BWP having the same BWP-ID, and performing a contention random access on the active BWPs, comprises: receiving a BWP change command for changing the downlink BWP or changing the uplink BWP sent by the base station; changing the BWPs according to the BWP change command, determining the changed active BWPs, and if the BWP-IDs of the active uplink and downlink BWPs are different, setting the active BWPs as the currently activated uplink BWP and a downlink BWP with the same BWP-ID as the currently activated uplink BWP. when non-contention random access is initiated and current uplink and downlink Band Width Parts, BWPs, are inconsistent with uplink and downlink BWPs configured by a base station for non-contention random access, setting , by the terminal, active BWPs as an uplink BWP and a downlink BWP having the same BWP-Identity, BWP-ID, and performing contention random access on the active BWPs; or setting, by the terminal, the active BWPs as the uplink BWP and the downlink BWP configured by the base station for non-contention random access, and performing the non-contention random access on the active BWPs, wherein the setting, by the terminal, the active BWPs to the uplink BWP and the downlink BWP having the same BWP-ID, and performing a contention random access on the active BWPs, comprises: receiving a BWP change command for changing the downlink BWP or changing the uplink BWP sent by the base station; changing the BWPs according to the BWP change command, determining the changed active BWPs, and if the BWP-IDs of the active uplink and downlink BWPs are different, setting the active BWPs as the currently activated uplink BWP and a downlink BWP with the same BWP-ID as the currently activated uplink BWP.
An access control system for controlling access to a shared resource for a plurality of functional circuits , the access control system comprising: a comparison circuit configured to receive, based on a transaction initiated by a functional circuit of the plurality of functional circuits , first identification data associated with the functional circuit, and compare the first identification data with a set of reference data to generate a select signal; a processing circuit that is coupled with the shared resource , and configured to receive error data and first response data that is outputted by the shared resource based on an execution of the transaction, and generate second response data; and a selection circuit that is coupled with the shared resource , the processing circuit , and the comparison circuit , and configured to select and output, based on the select signal, one of the first and second response data as third response data, wherein the third response data is provided to the functional circuit as a response to the transaction. a comparison circuit configured to receive, based on a transaction initiated by a functional circuit of the plurality of functional circuits , first identification data associated with the functional circuit, and compare the first identification data with a set of reference data to generate a select signal; a processing circuit that is coupled with the shared resource , and configured to receive error data and first response data that is outputted by the shared resource based on an execution of the transaction, and generate second response data; and a selection circuit that is coupled with the shared resource , the processing circuit , and the comparison circuit , and configured to select and output, based on the select signal, one of the first and second response data as third response data, wherein the third response data is provided to the functional circuit as a response to the transaction.
An epoxy resin composition comprising: a. an epoxy functionalized resin; b. a hardener; and c. an internal mold release agent, wherein said epoxy functionalized resin has a monohydrolyzed resin content of at least 10 wt%, wherein monohydrolyzed resin species are α-glycol compounds formed by the addition of a molecule of water to an epoxide group, and said internal mold release agent comprises a fatty acid ethoxylate. a. an epoxy functionalized resin; b. a hardener; and c. an internal mold release agent, wherein said epoxy functionalized resin has a monohydrolyzed resin content of at least 10 wt%, wherein monohydrolyzed resin species are α-glycol compounds formed by the addition of a molecule of water to an epoxide group, and said internal mold release agent comprises a fatty acid ethoxylate.
Lock device for a door with a first lock part , in particular a passive-leaf lock part, preferably comprising an electric door opener , and a second lock part , in particular an active-leaf lock part, comprising a lock latch and a lock bolt , with the first lock part comprising a manual actuation , in particular a panic actuation, for moving a head of the lock latch out of a locking position, in which the head engages an entrance opening of the first lock part , into a release position, characterized in that the second lock part comprises, in addition to the lock latch and the lock bolt , an auxiliary latch , with the manual actuation being couplable or coupled with a pull mechanism with which the head of the lock latch is removable from the entrance opening and which comprises said auxiliary latch for overcoming the gap between the first and the second lock part.