mhurhangee/patent-ind-claim-en huggingface dataset:
A computer-implemented method of learning a model for pattern or object recognition by an artificial neural network, the method comprising: transmitting, from a server, a first model to a plurality of devices, the first model comprising a first feature model and an inference engine; receiving, at the server from a device of the plurality of devices, feature model weight updates generated at the device using a user feedback about an inference of the first model using back propagation and objective functions, the user feedback comprising a new label, an indication of an incorrect label, or a request for a different classifier; computing, at the server, an updated feature model based on the first feature model and the feature weight updates; computing, at the server, an updated inference engine based on the updated feature model and a labeled training set; transmitting, from the server, the parameters of the updated model to the device, the updated model comprising the updated feature model and the updated inference engine; and recognising pattern or objects at the device using the updated model. transmitting, from a server, a first model to a plurality of devices, the first model comprising a first feature model and an inference engine; receiving, at the server from a device of the plurality of devices, feature model weight updates generated at the device using a user feedback about an inference of the first model using back propagation and objective functions, the user feedback comprising a new label, an indication of an incorrect label, or a request for a different classifier; computing, at the server, an updated feature model based on the first feature model and the feature weight updates; computing, at the server, an updated inference engine based on the updated feature model and a labeled training set; transmitting, from the server, the parameters of the updated model to the device, the updated model comprising the updated feature model and the updated inference engine; and recognising pattern or objects at the device using the updated model.
A method of performing computational jobs securely on a shared computing resource , comprising: encrypting data files for a computational job on a secure system and storing the encrypted data files in a data store on the shared computing resource ; establishing a key distribution server using a secure enclave on a front end of the shared computing resource ; transferring cryptographic keys and application binaries to the secure enclave of the shared computing resource using a session key; running the computational job via an application launcher on compute nodes of an untrusted execution environment of the shared computing resource, said application launcher obtaining the application binaries for the computational job and the cryptographic keys for decrypting the encrypted data files from the key distribution server . encrypting data files for a computational job on a secure system and storing the encrypted data files in a data store on the shared computing resource ; establishing a key distribution server using a secure enclave on a front end of the shared computing resource ; transferring cryptographic keys and application binaries to the secure enclave of the shared computing resource using a session key; running the computational job via an application launcher on compute nodes of an untrusted execution environment of the shared computing resource, said application launcher obtaining the application binaries for the computational job and the cryptographic keys for decrypting the encrypted data files from the key distribution server .
A method for tracking sessions of a user, the method comprising: establishing, by a session manager executing on a server , a plurality of sessions with a web application for a plurality of types of client devices of a user via a web socket of the session manager , the plurality of sessions sharing a first session identifier ; tracking, by the session manager via a web socket container established for the first session identifier , the plurality of sessions ; receiving, by the session manager , a request from a first client device of a first client type of the plurality of types of client devices to establish another session ; detecting, by the session manager , that the web socket container includes an existing session between a client device of the first client type with the web socket of the session manager ; determining, by the session manager according to a pre-defined rule, that a maximum number of sessions for the first client type has been reached; and determining, by the session manager , according to the pre-defined rule, to reject the request to establish the another session , or to cause another client device to log off and close one of the plurality of sessions tracked via the web socket container , responsive to the reaching the maximum number of sessions for the first client type. establishing, by a session manager executing on a server , a plurality of sessions with a web application for a plurality of types of client devices of a user via a web socket of the session manager , the plurality of sessions sharing a first session identifier ; tracking, by the session manager via a web socket container established for the first session identifier , the plurality of sessions ; receiving, by the session manager , a request from a first client device of a first client type of the plurality of types of client devices to establish another session ; detecting, by the session manager , that the web socket container includes an existing session between a client device of the first client type with the web socket of the session manager ; determining, by the session manager according to a pre-defined rule, that a maximum number of sessions for the first client type has been reached; and determining, by the session manager , according to the pre-defined rule, to reject the request to establish the another session , or to cause another client device to log off and close one of the plurality of sessions tracked via the web socket container , responsive to the reaching the maximum number of sessions for the first client type.
Coated mineral particles for a wearing course, the coated mineral particles comprising a mineral core and an elastic polymer coating , characterized in that the coated mineral particles have a size, as determinable by sieving using a sieve with square mesh, of 10 mm or less, and in that the coating is composed of microparticles of a first polymer, in a matrix of a second polymer.
A modular production plant for the production of an animal feed premix, the plant modules being capable of shipment within a standard shipping container, comprising a vertical stack of production equipment modules (12-1 to 12-5) for supporting production equipment and a vertical stack of operator access modules (14-1 to 14-5) adjacently connected to the vertically stacked production equipment modules to allow operator access to the production equipment modules, wherein the adjacently connected vertical stacks of production equipment modules and operator access modules establish multiple stories of the modular production plant, wherein a. the plant comprises at least three operator access modules (14-5, 14-4, 14-3) on top of each other and at least three production equipment modules (12-5, 12-4, 12-3) on top of each other, wherein the operator access modules (14-1 to 14.-5) comprise i. a stairwell to allow operator access to each of the multiple stories of the modular production plant , and/or ii. an elevator well and an elevator operable within the elevator well to allow an operator to ascend and descend between each of the multiple stories of the modular production plant , and b. the three production equipment modules (12-5, 12-4, 12-3) are designed to accommodate production equipment, wherein a material input unit is placed in the upper module (12-5), a mixing equipment is placed in the middle module (12-4) and a hopper is placed in the bottom module (12-3) of the three stack modules. a. the plant comprises at least three operator access modules (14-5, 14-4, 14-3) on top of each other and at least three production equipment modules (12-5, 12-4, 12-3) on top of each other, wherein the operator access modules (14-1 to 14.-5) comprise i. a stairwell to allow operator access to each of the multiple stories of the modular production plant , and/or ii. an elevator well and an elevator operable within the elevator well to allow an operator to ascend and descend between each of the multiple stories of the modular production plant , and i. a stairwell to allow operator access to each of the multiple stories of the modular production plant , and/or ii. an elevator well and an elevator operable within the elevator well to allow an operator to ascend and descend between each of the multiple stories of the modular production plant , and b. the three production equipment modules (12-5, 12-4, 12-3) are designed to accommodate production equipment, wherein a material input unit is placed in the upper module (12-5), a mixing equipment is placed in the middle module (12-4) and a hopper is placed in the bottom module (12-3) of the three stack modules.
A method of observing a beam of light in a sample chamber of a charged particle beam system, the method comprising: providing an imaging aid inside the sample chamber , the imaging aid having a calibration surface configured such that illuminating, with a first beam of light , any area on the calibration surface undergoing irradiation by a second beam of charged particles changes an intensity of secondary radiation that the second beam causes to be emitted from the calibration surface; illuminating a region of the calibration surface with the first beam while the second beam irradiates the region and induces emissions of secondary radiation from the region, wherein the secondary radiation may be light, secondary electrons or backscattered electrons; detecting the secondary radiation; generating an electronic signal corresponding to the intensity of the secondary radiation as a function of time; and characterised by determining a value of an alignment property of the first beam by analyzing the electronic signal. providing an imaging aid inside the sample chamber , the imaging aid having a calibration surface configured such that illuminating, with a first beam of light , any area on the calibration surface undergoing irradiation by a second beam of charged particles changes an intensity of secondary radiation that the second beam causes to be emitted from the calibration surface; illuminating a region of the calibration surface with the first beam while the second beam irradiates the region and induces emissions of secondary radiation from the region, wherein the secondary radiation may be light, secondary electrons or backscattered electrons; detecting the secondary radiation; generating an electronic signal corresponding to the intensity of the secondary radiation as a function of time; and characterised by determining a value of an alignment property of the first beam by analyzing the electronic signal.
A method comprising: (a) providing a multilayer closed conduit aquaculture enclosure comprising a vertical array of horizontal support surfaces , each surface connected to sidewalls and having an inlet side and an outlet side, a plurality of inlet pipes , each inlet pipe in fluid communication with a common reservoir and with an inlet side of one of said support surfaces in said vertical array; and an efflux tank being in fluid communication with all of said outlet sides in said vertical array of support surfaces and having one or more drain holes situated above a level of an uppermost support surface in said array of support surfaces ; (b) stocking said enclosure with shrimp; and (c) growing with standing biomass of at least 12.5 kg/M 3 of enclosure volume. (a) providing a multilayer closed conduit aquaculture enclosure comprising a vertical array of horizontal support surfaces , each surface connected to sidewalls and having an inlet side and an outlet side, a plurality of inlet pipes , each inlet pipe in fluid communication with a common reservoir and with an inlet side of one of said support surfaces in said vertical array; and an efflux tank being in fluid communication with all of said outlet sides in said vertical array of support surfaces and having one or more drain holes situated above a level of an uppermost support surface in said array of support surfaces ; (b) stocking said enclosure with shrimp; and (c) growing with standing biomass of at least 12.5 kg/M 3 of enclosure volume.
Device for producing a bordering of a panel of planar extent, having: - a moulding tool , - a material dispenser for dispensing a material for the bordering , wherein the moulding tool has: - a first moulding body having a holding region for the panel , - a second moulding body having a holding region for the panel such that the panel can be held by the first moulding body and the second moulding body , - a third moulding body , which has a common contact region with the first moulding body , wherein the first moulding body , the second moulding body and the third moulding body are formed such that together with the panel they surround a space in which the bordering can be formed, - an access channel to the space , which access channel is formed between the second moulding body and the third moulding body , wherein the material dispenser is movable relative to the moulding tool , characterized in that an elastic lip seal is fixed to the second moulding body and/or the third moulding body in order to close and intermittently open up the access channel . - a moulding tool , - a material dispenser for dispensing a material for the bordering , wherein the moulding tool has: - a first moulding body having a holding region for the panel , - a second moulding body having a holding region for the panel such that the panel can be held by the first moulding body and the second moulding body , - a third moulding body , which has a common contact region with the first moulding body , wherein the first moulding body , the second moulding body and the third moulding body are formed such that together with the panel they surround a space in which the bordering can be formed, - an access channel to the space , which access channel is formed between the second moulding body and the third moulding body , wherein the material dispenser is movable relative to the moulding tool , characterized in that an elastic lip seal is fixed to the second moulding body and/or the third moulding body in order to close and intermittently open up the access channel . - a first moulding body having a holding region for the panel , - a second moulding body having a holding region for the panel such that the panel can be held by the first moulding body and the second moulding body , - a third moulding body , which has a common contact region with the first moulding body , wherein the first moulding body , the second moulding body and the third moulding body are formed such that together with the panel they surround a space in which the bordering can be formed, - an access channel to the space , which access channel is formed between the second moulding body and the third moulding body , wherein the material dispenser is movable relative to the moulding tool , characterized in that an elastic lip seal is fixed to the second moulding body and/or the third moulding body in order to close and intermittently open up the access channel .
A control circuit for an implantable blood pump , the control circuit being configure to determine a mean arterial pressure index of a patient having an implantable blood pump , the control circuit having processing circuitry configured to: determine a pump speed and a pump flow value; analyze the pump speed and the pump flow value at least in part with respect to a pump loss constant value; determine a graft hydraulic resistance value during a systolic phase of a cardiac cycle based on the analysis of the pump speed and the pump flow value with respect to the pump loss constant value; determine a mean arterial pressure index during a diastolic phase of the cardiac cycle based on the determined graft hydraulic resistance value; compare the mean arterial pressure index of the patient to a mean arterial pressure index range; and generate an alert when the mean arterial pressure index varies with respect to a mean arterial pressure index range. determine a pump speed and a pump flow value; analyze the pump speed and the pump flow value at least in part with respect to a pump loss constant value; determine a graft hydraulic resistance value during a systolic phase of a cardiac cycle based on the analysis of the pump speed and the pump flow value with respect to the pump loss constant value; determine a mean arterial pressure index during a diastolic phase of the cardiac cycle based on the determined graft hydraulic resistance value; compare the mean arterial pressure index of the patient to a mean arterial pressure index range; and generate an alert when the mean arterial pressure index varies with respect to a mean arterial pressure index range.
A method of installing a subsea tie-in conduit , the method comprising: unspooling or manufacturing a rigid pipeline aboard an installation vessel ; launching the pipeline progressively from the vessel into water; and coupling a distal end of the tie-in conduit to a proximal end of the pipeline aboard the vessel , the tie-in conduit being pliant relative to the pipeline ; the method being characterised by : before landing the proximal end of the pipeline on the seabed , launching the tie-in conduit fully into the water coupled to the pipeline , while supporting a suspended weight load of the pipeline along a load path that substantially bypasses the tie-in conduit . unspooling or manufacturing a rigid pipeline aboard an installation vessel ; launching the pipeline progressively from the vessel into water; and coupling a distal end of the tie-in conduit to a proximal end of the pipeline aboard the vessel , the tie-in conduit being pliant relative to the pipeline ; the method being characterised by : before landing the proximal end of the pipeline on the seabed , launching the tie-in conduit fully into the water coupled to the pipeline , while supporting a suspended weight load of the pipeline along a load path that substantially bypasses the tie-in conduit .
A surgical device , comprising: a body portion defining a longitudinal axis; and an end effector disposed adjacent a distal end of the body portion, the end effector including a first jaw member and a second jaw member , wherein at least one jaw member is pivotable with respect to the other jaw member between open and approximated positions along a first plane, and wherein each jaw member is independently movable with respect to the other jaw member between a first position where the jaw members are aligned with the longitudinal axis and a second position where at least one jaw member is disposed at an angle with respect to the longitudinal axis and with respect to the first plane, characterised in that : a proximal portion of each jaw member includes a first pulley disposed thereon, each proximal portion being pivotably connected to a first jaw mount and a proximal portion of each jaw mount includes a second pulley , each jaw mount being pivotably connected to the distal portion of the body portion wherein rotation of the first pulley causes the respective jaw member to move within the first plane and wherein rotation of the second pulley causes the respective jaw member to move within the second plane. a body portion defining a longitudinal axis; and an end effector disposed adjacent a distal end of the body portion, the end effector including a first jaw member and a second jaw member , wherein at least one jaw member is pivotable with respect to the other jaw member between open and approximated positions along a first plane, and wherein each jaw member is independently movable with respect to the other jaw member between a first position where the jaw members are aligned with the longitudinal axis and a second position where at least one jaw member is disposed at an angle with respect to the longitudinal axis and with respect to the first plane, characterised in that : a proximal portion of each jaw member includes a first pulley disposed thereon, each proximal portion being pivotably connected to a first jaw mount and a proximal portion of each jaw mount includes a second pulley , each jaw mount being pivotably connected to the distal portion of the body portion wherein rotation of the first pulley causes the respective jaw member to move within the first plane and wherein rotation of the second pulley causes the respective jaw member to move within the second plane.
A carpet comprising: (a) a primary backing; and (b) a secondary backing comprised of at least two layers, wherein a first layer comprises a flat weave, wherein the first layer comprises an open area of 15% or less and wherein a second layer comprises a fibrous layer and is entangled with the first layer. (a) a primary backing; and (b) a secondary backing comprised of at least two layers, wherein a first layer comprises a flat weave, wherein the first layer comprises an open area of 15% or less and wherein a second layer comprises a fibrous layer and is entangled with the first layer.
A machine comprising a treatment tool that is configured to, in a single operation, grind a surface to a desired profile, impart a desired roughness to the surface, and remove contamination from the surface, said machine comprising means for translating said treatment tool in three dimensions along orthogonal axes, characterized in that said treatment tool comprising a contacting surface having a toroidal shape such that, when the treatment tool is brought into contact with a flat surface, the contact region between the contacting surface of the treatment tool and the flat surface is a circle.