mhurhangee/ep-ind-claims huggingface dataset:
Device for classifying program behavior into malicious or benign or for classifying malicious programs into a set of known families, the device comprising a Convolutional Neural Network, CNN, and being configured to provide, as an input to the CNN, a sequence of action-patterns pairs, wherein an action is indicative of a name or group of names of an Application Programing Interface, API, function call and a pattern is indicative of an argument or set of arguments of an API function call, transform, in an embedding layer of the CNN, each action-pattern pair into an embedding vector and concatenate the embedding vectors to obtain a single vector, process, in a convolution layer of the CNN, the single vector by a plurality of convolution filters to generate a series of output values per filter, determine, in a max-pooling layer of the CNN, a maximum output value in each series of output values, and transform, in a dense layer of the CNN, the maximum output values into a plurality of classification results, wherein the plurality of classification results includes the respective probabilities for the sequence of action-pattern pairs to fall into a plurality of defined classes of program behavior. provide, as an input to the CNN, a sequence of action-patterns pairs, wherein an action is indicative of a name or group of names of an Application Programing Interface, API, function call and a pattern is indicative of an argument or set of arguments of an API function call, transform, in an embedding layer of the CNN, each action-pattern pair into an embedding vector and concatenate the embedding vectors to obtain a single vector, process, in a convolution layer of the CNN, the single vector by a plurality of convolution filters to generate a series of output values per filter, determine, in a max-pooling layer of the CNN, a maximum output value in each series of output values, and transform, in a dense layer of the CNN, the maximum output values into a plurality of classification results, wherein the plurality of classification results includes the respective probabilities for the sequence of action-pattern pairs to fall into a plurality of defined classes of program behavior.
A microparticle for labeling, the microparticle comprising: a body comprising a polymer material and including an encoded region; a first plurality of upconversion nanocrystals disposed in a first portion of the encoded region, the first plurality of upconversion nanocrystals having a first spectral signature; and a second plurality of upconversion nanocrystals disposed in a second portion of the encoded region spatially separated from the first portion of the encoded region, the second plurality of upconversion nanocrystals having a second spectral signature. a body comprising a polymer material and including an encoded region; a first plurality of upconversion nanocrystals disposed in a first portion of the encoded region, the first plurality of upconversion nanocrystals having a first spectral signature; and a second plurality of upconversion nanocrystals disposed in a second portion of the encoded region spatially separated from the first portion of the encoded region, the second plurality of upconversion nanocrystals having a second spectral signature.
A method to encode a high-dynamic range video signal, the method comprising: accessing an HDR video signal encoded at a first frame rate; characterized by determining a set of frame-rate down-conversion parameters suitable for adapting the HDR video signal for playback at a second frame rate, the second frame rate being lower than the first frame rate, wherein the set of frame-rate down-conversion parameters comprises: (i) a down-conversion factor for determining, at a target display, the second frame rate based at least on a function of maximum brightness of the target display, where the second frame rate increases with the maximum brightness; or (ii) metadata from which the down-conversion factor can be obtained; generating frame-rate-conversion metadata based on the set of frame-rate down-conversion parameters; and generating a coded bitstream comprising the HDR video signal and the frame-rate-conversion metadata. accessing an HDR video signal encoded at a first frame rate; characterized by determining a set of frame-rate down-conversion parameters suitable for adapting the HDR video signal for playback at a second frame rate, the second frame rate being lower than the first frame rate, wherein the set of frame-rate down-conversion parameters comprises: (i) a down-conversion factor for determining, at a target display, the second frame rate based at least on a function of maximum brightness of the target display, where the second frame rate increases with the maximum brightness; or (ii) metadata from which the down-conversion factor can be obtained; generating frame-rate-conversion metadata based on the set of frame-rate down-conversion parameters; and generating a coded bitstream comprising the HDR video signal and the frame-rate-conversion metadata.
A composition for use in preventing one or more cardiac channelopathies or conditions resulting from irregularities or alterations in cardiac patterns, or both, in a human or animal subject comprising: one or more pharmacologically active agents that causes at least one of I Kr channel inhibition or QT prolongation by inhibiting the activity of an ether-a-go-go-related gene (hERG); and one or more liposomes, wherein the liposomes are empty liposomes that comprise DMPC (1,2-dimyristoyl-sn-glycero-3-phosphocholine) and DMPG (1,2-dimyristoyl-sn-glycero-3-phospho-rac-[1-glycerol]) provided in an amount effective to reduce the cardiac channelopathies or conditions resulting from irregularities or alterations in cardiac patterns, wherein the cardiac channelopathy or the condition resulting from the irregularity or alteration in the cardiac pattern is inhibition of an ion channel responsible for the delayed-rectifier K + current in the heart, polymorphic ventricular tachycardia, prolongation of the QTc, LQT2, LQTS, or torsades de pointes caused by the one or more pharmacologically active agents, wherein the one or more active agents is selected from at least one of crizotinib or nilotinib. one or more pharmacologically active agents that causes at least one of I Kr channel inhibition or QT prolongation by inhibiting the activity of an ether-a-go-go-related gene (hERG); and one or more liposomes, wherein the liposomes are empty liposomes that comprise DMPC (1,2-dimyristoyl-sn-glycero-3-phosphocholine) and DMPG (1,2-dimyristoyl-sn-glycero-3-phospho-rac-[1-glycerol]) provided in an amount effective to reduce the cardiac channelopathies or conditions resulting from irregularities or alterations in cardiac patterns, wherein the cardiac channelopathy or the condition resulting from the irregularity or alteration in the cardiac pattern is inhibition of an ion channel responsible for the delayed-rectifier K + current in the heart, polymorphic ventricular tachycardia, prolongation of the QTc, LQT2, LQTS, or torsades de pointes caused by the one or more pharmacologically active agents, wherein the one or more active agents is selected from at least one of crizotinib or nilotinib.
Chassis for a commercial vehicle having an axle beam which is connected in a fastening section to an axle guide, the one end of which is mounted pivotably on the vehicle frame of the commercial vehicle, and the other end of which is supported via an air spring against the vehicle frame, the axle beam being provided with at least two supporting faces (11, 22, 33, 44) in its fastening section, and being supported by way of the said supporting faces against the axle guide, and the axle beam being configured substantially as a round tube, each supporting face (11, 22, 33, 44) being a deformation of the round tube wall, characterized in that, in the circumferential direction of the round tube, - a first supporting face is arranged on a first circumferential segment of the round tube, - a second supporting face is arranged on a second circumferential segment of the round tube, - a third supporting face is arranged on a third circumferential segment of the round tube, and - a fourth supporting face is arranged on a fourth circumferential segment of the round tube, and the first and third circumferential segment (11, 33) and the second and fourth circumferential segment (22, 44) being arranged on circumferential sections which face away from one another, the axle guide being split in two and being composed of a front (in the driving direction) guide section and a rear (in the driving direction) guide section, and in that the first supporting face and the fourth supporting face are supported exclusively against the one of the two guide sections, and the second supporting face and the third supporting face are supported exclusively against the other one of the two guide sections. - a first supporting face is arranged on a first circumferential segment of the round tube, - a second supporting face is arranged on a second circumferential segment of the round tube, - a third supporting face is arranged on a third circumferential segment of the round tube, and - a fourth supporting face is arranged on a fourth circumferential segment of the round tube,
An antenna device comprising: a cover member that is arranged to cover a front region of an outside of the antenna device, the cover member reflecting and passing through an electromagnetic wave transmitted and received by the antenna device; a circuit board; an antenna (2, 3) that is disposed in the circuit board, configured to transmit the electromagnetic wave toward the front region, and to receive the electromagnetic wave from the front region; a housing that has an opening in a front surface through which the electromagnetic wave passes and houses the circuit board such that transmission and reception of the electromagnetic wave are performed via the opening; and a bracket configured to retain the housing and to fix the housing to the cover member in a front direction of the opening, wherein the bracket has a sheet-shaped or plate-shaped adjuster that is disposed so as to cover a region in the front direction of the opening and to closely contact with an inner surface of the cover member and configured to adjust pass characteristics of the electromagnetic wave in the cover member, wherein a thickness and a relative dielectric constant of the adjuster are set such that a traveling distance of the electromagnetic wave that passes from a surface of the adjuster on the opening side to an outer surface of the cover member effectively becomes λο/2 × n, where n represents an arbitrary positive integer and λo represents a free-space wavelength of the electromagnetic wave, and wherein the bracket is integrally molded with resin. a cover member that is arranged to cover a front region of an outside of the antenna device, the cover member reflecting and passing through an electromagnetic wave transmitted and received by the antenna device; a circuit board; an antenna (2, 3) that is disposed in the circuit board, configured to transmit the electromagnetic wave toward the front region, and to receive the electromagnetic wave from the front region; a housing that has an opening in a front surface through which the electromagnetic wave passes and houses the circuit board such that transmission and reception of the electromagnetic wave are performed via the opening; and a bracket configured to retain the housing and to fix the housing to the cover member in a front direction of the opening, wherein the bracket has a sheet-shaped or plate-shaped adjuster that is disposed so as to cover a region in the front direction of the opening and to closely contact with an inner surface of the cover member and configured to adjust pass characteristics of the electromagnetic wave in the cover member, wherein a thickness and a relative dielectric constant of the adjuster are set such that a traveling distance of the electromagnetic wave that passes from a surface of the adjuster on the opening side to an outer surface of the cover member effectively becomes λο/2 × n, where n represents an arbitrary positive integer and λo represents a free-space wavelength of the electromagnetic wave, and wherein the bracket is integrally molded with resin.
Apparatus for braking an electrical generator including an electric power converter, the electric power converter comprising: a control unit; a generator-side converter coupled to a stator bus via a generator contactor; a grid-side converter; a common direct current bus coupling the generator-side converter and the grid-side converter; a dynamic brake coupled to the DC bus, the dynamic brake including a chopper connected across the DC bus and a dynamic brake resistor connected between the chopper and the DC bus, the dynamic brake being configured to dissipate excess electrical power in the dynamic brake resistor in response to receiving a braking signal from the control unit; and a crowbar circuit coupled to the generator contactor via the stator bus, the crowbar circuit being configured to engage at least one dump load resistor coupled to the stator bus in response to receiving another braking signal from the control unit; the control unit being configured to dissipate excess power only to the dynamic brake resistor if the braking power is less than the rating of the dynamic brake, or additionally to at least one dump load resistor if the braking power is in excess of the rating of the dynamic brake. a control unit; a generator-side converter coupled to a stator bus via a generator contactor; a grid-side converter; a common direct current bus coupling the generator-side converter and the grid-side converter; a dynamic brake coupled to the DC bus, the dynamic brake including a chopper connected across the DC bus and a dynamic brake resistor connected between the chopper and the DC bus, the dynamic brake being configured to dissipate excess electrical power in the dynamic brake resistor in response to receiving a braking signal from the control unit; and a crowbar circuit coupled to the generator contactor via the stator bus, the crowbar circuit being configured to engage at least one dump load resistor coupled to the stator bus in response to receiving another braking signal from the control unit; the control unit being configured to dissipate excess power only to the dynamic brake resistor if the braking power is less than the rating of the dynamic brake, or additionally to at least one dump load resistor if the braking power is in excess of the rating of the dynamic brake.
1. A method of preparing microspheres for emboli, comprising: (a) adding trehalose to a microsphere suspension; (b) lyophilizing the suspension at a temperature in the range of -50 °C to -100 °C to prepare lyophilized microspheres; and (c) adding the lyophilized microspheres to water or a buffer and vortexing the microspheres. (a) adding trehalose to a microsphere suspension; (b) lyophilizing the suspension at a temperature in the range of -50 °C to -100 °C to prepare lyophilized microspheres; and (c) adding the lyophilized microspheres to water or a buffer and vortexing the microspheres.
Method of manufacturing an expansion vessel comprising a housing and a membrane which divides the housing in two volumes, the method comprising: - providing the housing, - providing a membrane comprising a thermoplastic material, - providing a mould having a non-flat form, - providing a vacuum/blowing device which is constructed to deform the membrane according to the shape of the mould by providing an overpressure or underpressure on one side of the membrane, - providing a heating device which is configured for providing heat to the membrane during the vacuum/blow moulding process, the method comprising the further steps of: - deforming the membrane with the vacuum/blowing device according to the shape of the mould, while providing heat to the membrane with the heating device, thereby allowing the thermoplastic material to deform plastically, - cooling the deformed membrane to below the temperature wherein the thermoplastic material deforms, thereby forming the thermoplastic material in a non-flat form according to the shape of the mould, and - connecting the membrane directly or indirectly to the housing of the expansion vessel, wherein the method comprises using the housing or a part of the housing of the expansion vessel as the mould. - providing the housing, - providing a membrane comprising a thermoplastic material, - providing a mould having a non-flat form, - providing a vacuum/blowing device which is constructed to deform the membrane according to the shape of the mould by providing an overpressure or underpressure on one side of the membrane, - providing a heating device which is configured for providing heat to the membrane during the vacuum/blow moulding process, the method comprising the further steps of: - deforming the membrane with the vacuum/blowing device according to the shape of the mould, while providing heat to the membrane with the heating device, thereby allowing the thermoplastic material to deform plastically, - cooling the deformed membrane to below the temperature wherein the thermoplastic material deforms, thereby forming the thermoplastic material in a non-flat form according to the shape of the mould, and - connecting the membrane directly or indirectly to the housing of the expansion vessel, - deforming the membrane with the vacuum/blowing device according to the shape of the mould, while providing heat to the membrane with the heating device, thereby allowing the thermoplastic material to deform plastically, - cooling the deformed membrane to below the temperature wherein the thermoplastic material deforms, thereby forming the thermoplastic material in a non-flat form according to the shape of the mould, and - connecting the membrane directly or indirectly to the housing of the expansion vessel, wherein the method comprises using the housing or a part of the housing of the expansion vessel as the mould.
A speaker for transmitting sound waves to be reflected off an upper surface of a listening environment, comprising: a cabinet; a direct-firing tweeter driver (206, 310, 1014) mounted to a front surface (205, 1104) of the cabinet and oriented to transmit sound along a horizontal axis substantially perpendicular to the front surface of the cabinet, wherein the front surface of the cabinet substantially faces towards a listening position during the intended use of the speaker; an upward-firing full-range driver (204, 308, 1012) mounted to a sloping surface of the cabinet wherein a mounting plane of said upward-firing full-range driver is oriented at an inclination angle of between 18 degrees to 22 degrees relative to the horizontal axis; a first input receiving a front channel signal comprising direct sound components; and a low-pass filter (408, 512) configured to receive the direct sound components and pass low frequency signals thereof to the upward-firing full-range driver. a cabinet; a direct-firing tweeter driver (206, 310, 1014) mounted to a front surface (205, 1104) of the cabinet and oriented to transmit sound along a horizontal axis substantially perpendicular to the front surface of the cabinet, wherein the front surface of the cabinet substantially faces towards a listening position during the intended use of the speaker; an upward-firing full-range driver (204, 308, 1012) mounted to a sloping surface of the cabinet wherein a mounting plane of said upward-firing full-range driver is oriented at an inclination angle of between 18 degrees to 22 degrees relative to the horizontal axis; a first input receiving a front channel signal comprising direct sound components; and a low-pass filter (408, 512) configured to receive the direct sound components and pass low frequency signals thereof to the upward-firing full-range driver.
Air-conditioning arrangement for a vehicle, having at least one fluid channel which has at least two identically designed connection devices (22A, 22B), and having at least one movable vehicle seat, wherein an air-conditioning component for producing a temperature-controlled airflow that can be output is arranged in the at least one vehicle seat, wherein the air-conditioning component of the at least one vehicle seat can be optionally coupled to and uncoupled from one of the connection devices (22A, 22B) of the at least one fluid channel via a movable fluid connection which, in order to establish a fluid-tight connection, is designed as a counterpart to the connection devices (22A, 22B) of the at least one fluid channel. characterised in that the fluid connection is adjustable between a working position in which the fluid connection is inserted into and fluid-tightly connected to one of the connection devices (22A, 22B), and an idle position in which the fluid connection is retracted in the direction towards the vehicle seat.
Optical arrangement, comprising a beam combiner for combining at least two light beams (1, 2) to form a combined light beam, specifically at least of a first light beam and a second light beam, in the beam path of the optical arrangement, a first light source coupled to the beam combiner to produce the first light beam and a second light source coupled to the beam combiner to produce the second light beam, wherein the first light source for producing the first light beam is a single-wavelength or multi-wavelength laser, wherein the first light beam or the second light beam have light of different wavelengths or light having different spectral components, and wherein the beam combiner has a first AOTF (acousto-optic tunable filter) in which a mechanical wave or sound wave for deflecting or diffracting light beams is producible such that the first light beam entering the first AOTF of the beam combiner and at least the second light beam entering the first AOTF of the beam combiner leave the first AOTF in collinear fashion as a combined light beam, characterized in that the second light source for producing the second light beam is a continuously tunable laser, in that the beam combiner has a compensation element for compensating spatial splits or chromatic or polarization-dependent aberrations caused by the first AOTF, in that the compensation element is an acousto-optical element in the form of a second AOTF, and in that the first light beam is able to radiate through the first AOTF in a manner such that the mechanical wave or sound wave does not deflect or diffract the first light beam and in that the mechanical wave or sound wave deflects or diffracts the second light beam such that the first light beam and the second light beam leave the first AOTF in collinear fashion as a combined light beam.
Crystal form E of dapagliflozin, characterized in that its X-ray powder diffraction spectrum comprises characteristic peaks at 2θ of 3.5 ± 0.2, 4.1 ± 0.2, 5.1 ± 0.2, 7.3 ± 0.2, 14.0 ± 0.2, and 14.8 ± 0.2, 19.1±0.2, and 21.8±0.2.