mhurhangee/patent-ind-claim-en huggingface dataset:
A computer-implemented method, comprising: performing a neural network inference operation, the performing of the neural network inference operation comprising: calculating a first plurality of products, each of the first plurality of products being the product of a weight and an activation ; calculating a first partial sum, the first partial sum being the sum of the first plurality of products; and compressing the first partial sum to form a first compressed partial sum, wherein the first compressed partial sum comprises an exponent and a mantissa, wherein the first partial sum is an integer, wherein the first compressed partial sum is represented by PkMn being a representation with an unaffected sign bit, k-n exponent bits, and n-1 bits storing the mantissa excluding an implicit 1, and the exponent is an (k-n)-bit integer equal to 2 (k-n) -1 less an exponent difference, wherein the exponent difference is the difference between the bit position of the leading 1 in a limit number being the largest integer to be encoded and the bit position of the leading 1 in the first partial sum, and wherein the leading 1 in the first partial sum becomes the implicit 1 in the PkMn representation and the following (n-1) most significant bits in the first partial sum become the (n-1) bits storing the mantissa excluding the implicit 1. performing a neural network inference operation, the performing of the neural network inference operation comprising: calculating a first plurality of products, each of the first plurality of products being the product of a weight and an activation ; calculating a first partial sum, the first partial sum being the sum of the first plurality of products; and compressing the first partial sum to form a first compressed partial sum, calculating a first plurality of products, each of the first plurality of products being the product of a weight and an activation ; calculating a first partial sum, the first partial sum being the sum of the first plurality of products; and compressing the first partial sum to form a first compressed partial sum, wherein the first compressed partial sum comprises an exponent and a mantissa, wherein the first partial sum is an integer, wherein the first compressed partial sum is represented by PkMn being a representation with an unaffected sign bit, k-n exponent bits, and n-1 bits storing the mantissa excluding an implicit 1, and the exponent is an (k-n)-bit integer equal to 2 (k-n) -1 less an exponent difference, wherein the exponent difference is the difference between the bit position of the leading 1 in a limit number being the largest integer to be encoded and the bit position of the leading 1 in the first partial sum, and wherein the leading 1 in the first partial sum becomes the implicit 1 in the PkMn representation and the following (n-1) most significant bits in the first partial sum become the (n-1) bits storing the mantissa excluding the implicit 1.
A method for producing an integrated human forebrain structure in vitro, the method comprising: (A) inducing in a pluripotent stem cell suspension culture a neural fate to derive a spheroid of neural progenitor cells by culturing pluripotent stem cells in medium comprising an effective dose of an inhibitor of bone morphogenetic protein (BMP) and an inhibitor of TGFβ, wherein the pluripotent stem cells are optionally induced pluripotent stem cells; (B) differentiating the neural progenitor cells in a spheroid to differentiate into cortical spheroids (hCS) by the steps comprising culturing the spheroid in neural medium comprising an effective dose of fibroblast growth factor 2 (FGF2) and epidermal growth factor (EGF); moving the spheroid to medium lacking FGF2 and EGF, and comprising an effective dose of brain-derived neurotrophic factor (BDNF) and neurotrophin-3 (NT3) to generate hCS; (C) differentiating the neural progenitor cells in a spheroid to differentiate into subpallial spheroids (hSS) in medium comprising an effective dose of an inhibitor of wnt and an agonist of smoothened; (D) culturing the hCS and hSS in close proximity for an extended period of time in neural medium in the absence of growth factors to derive an integrated forebrain structure comprising human GABAergic interneurons synaptically integrated with human glutamatergic neurons. (A) inducing in a pluripotent stem cell suspension culture a neural fate to derive a spheroid of neural progenitor cells by culturing pluripotent stem cells in medium comprising an effective dose of an inhibitor of bone morphogenetic protein (BMP) and an inhibitor of TGFβ, wherein the pluripotent stem cells are optionally induced pluripotent stem cells; (B) differentiating the neural progenitor cells in a spheroid to differentiate into cortical spheroids (hCS) by the steps comprising culturing the spheroid in neural medium comprising an effective dose of fibroblast growth factor 2 (FGF2) and epidermal growth factor (EGF); moving the spheroid to medium lacking FGF2 and EGF, and comprising an effective dose of brain-derived neurotrophic factor (BDNF) and neurotrophin-3 (NT3) to generate hCS; (C) differentiating the neural progenitor cells in a spheroid to differentiate into subpallial spheroids (hSS) in medium comprising an effective dose of an inhibitor of wnt and an agonist of smoothened; (D) culturing the hCS and hSS in close proximity for an extended period of time in neural medium in the absence of growth factors to derive an integrated forebrain structure comprising human GABAergic interneurons synaptically integrated with human glutamatergic neurons.
A driver circuit, comprising: an input comprising a high potential input and a low potential input, the input being adapted to receive an input power; an input capacitor (C2) coupled across the high potential input and the low potential input and adapted to buffer the input power; a switched mode power converter coupled to the input capacitor (C2), the switched mode power converter being adapted to supply a driving current to a light emitting diode arrangement (LED1) from the buffered input power; a current limiter coupled to the switched mode power converter, wherein the current limiter is configured to control the switched mode power converter to limit the driving current at a driving load limit, wherein the current limiter comprises a controllable switch (Q3) configured to control the switched mode power converter via operating a power switch (Q1) of the switched mode power converter ; characterized in that the driver circuit further comprises a control element configured to sense a variation of the input power, the control element coupled to the controllable switch (Q3) and configured to adjust or bias an emitter voltage of the controllable switch (Q3) based on the variation of the input power, such that the current limiter is configured to adjust the driving load limit based on the variation of the input power, wherein said control element comprises a current sensing element (R1) coupled in series between the input capacitor (C2) and either the high potential input or the low potential input. an input comprising a high potential input and a low potential input, the input being adapted to receive an input power; an input capacitor (C2) coupled across the high potential input and the low potential input and adapted to buffer the input power; a switched mode power converter coupled to the input capacitor (C2), the switched mode power converter being adapted to supply a driving current to a light emitting diode arrangement (LED1) from the buffered input power; a current limiter coupled to the switched mode power converter, wherein the current limiter is configured to control the switched mode power converter to limit the driving current at a driving load limit, wherein the current limiter comprises a controllable switch (Q3) configured to control the switched mode power converter via operating a power switch (Q1) of the switched mode power converter ; characterized in that the driver circuit further comprises a control element configured to sense a variation of the input power, the control element coupled to the controllable switch (Q3) and configured to adjust or bias an emitter voltage of the controllable switch (Q3) based on the variation of the input power, such that the current limiter is configured to adjust the driving load limit based on the variation of the input power, wherein said control element comprises a current sensing element (R1) coupled in series between the input capacitor (C2) and either the high potential input or the low potential input.
A system comprising: a controller configured with configuration parameters to control the operation of one or more elevators of an elevator system, wherein the controller is configured to collect usage data from the one or more elevators, wherein the controller is configured to transmit the usage data to a server ; the server coupled to the controller , wherein the server is configured to receive and analyze the usage data associated with the operation of the one or more elevators, wherein the server is configured to determine optimized configuration parameters for operating the one or more elevators based at least in part on analyzing the usage data; wherein the controller is configured to receive the determined optimized configuration parameters from the server and the controller is configured to operate the one or more elevators based at least in part on the determined optimized configuration, characterized in that , the system further comprises a user device operably coupled to the server , configured to send a request to the server , wherein the request is associated with the one or more elevators. a controller configured with configuration parameters to control the operation of one or more elevators of an elevator system, wherein the controller is configured to collect usage data from the one or more elevators, wherein the controller is configured to transmit the usage data to a server ; the server coupled to the controller , wherein the server is configured to receive and analyze the usage data associated with the operation of the one or more elevators, wherein the server is configured to determine optimized configuration parameters for operating the one or more elevators based at least in part on analyzing the usage data; wherein the controller is configured to receive the determined optimized configuration parameters from the server and the controller is configured to operate the one or more elevators based at least in part on the determined optimized configuration, characterized in that , the system further comprises a user device operably coupled to the server , configured to send a request to the server , wherein the request is associated with the one or more elevators.
A current collector device for mounting on a vehicle to transmit electric power between a current conductor located in the surface of a road and the vehicle , wherein the current collector device comprises: - a base for connecting the current collector device to the vehicle; - an elongated current collector arm that is in operable connection with the base; - a current collector pick-up head attached to the elongated current collector arm distally from the base; and wherein the current collector device further comprises at least one vane arranged on the elongated current collector arm , the at least one vane being configured to increase the surface area of the elongated current collector arm , characterized in that the at least one vane (280, 280a-c, 380) is slanted towards the current collector pick-up head , and wherein the at least one vane is asymmetrical around the elongated current collector arm such that a radial extent of the at least one vane is larger in a downwards direction than in an upwards direction. - a base for connecting the current collector device to the vehicle; - an elongated current collector arm that is in operable connection with the base; - a current collector pick-up head attached to the elongated current collector arm distally from the base; and
A method for decoding video data, the method comprising: receiving compressed data associated with the video data; applying entropy decoding to the compressed data to recover symbols related to a transform unit (TU); deciding whether to apply or to skip two-dimensional transform for the transform unit; if the two-dimensional transform is applied for the transform unit, applying a first decoding process to the symbols to recover residue data associated with the transform unit, wherein the first decoding process comprises inverse transform and inverse scan using a first scan pattern; if the two-dimensional transform is skipped for the transform unit, applying a second decoding process to the symbols to recover the residue data associated with the transform unit, wherein the second decoding process skips the inverse transform and comprises inverse scan using a second scan pattern, and wherein the second scan pattern is different from the first scan pattern; and applying Intra-prediction reconstruction to the residue data to recover the video data. receiving compressed data associated with the video data; applying entropy decoding to the compressed data to recover symbols related to a transform unit (TU); deciding whether to apply or to skip two-dimensional transform for the transform unit; if the two-dimensional transform is applied for the transform unit, applying a first decoding process to the symbols to recover residue data associated with the transform unit, wherein the first decoding process comprises inverse transform and inverse scan using a first scan pattern; if the two-dimensional transform is skipped for the transform unit, applying a second decoding process to the symbols to recover the residue data associated with the transform unit, wherein the second decoding process skips the inverse transform and comprises inverse scan using a second scan pattern, and wherein the second scan pattern is different from the first scan pattern; and applying Intra-prediction reconstruction to the residue data to recover the video data.
A method, comprising: detecting , at a mobile device , a Wi-Fi access point having a service set identification, SSID; communicatively coupling the mobile device with an additional device different than the Wi-Fi access point ; characterized by : determining that the detection of the Wi-Fi access point is associated with activating a mobile hotspot operation on the mobile device based at least on the SSID of the Wi-Fi access point; in response to determining that the SSID of the Wi-Fi access point matches a stored SSID, activating a mobile hotspot operation on the mobile device for a connection to a cellular network ; receiving , from the additional device , a connection request to access the mobile device as a mobile hotspot; and granting , in response to the connection request, the access to the additional device . detecting , at a mobile device , a Wi-Fi access point having a service set identification, SSID; communicatively coupling the mobile device with an additional device different than the Wi-Fi access point ; characterized by : determining that the detection of the Wi-Fi access point is associated with activating a mobile hotspot operation on the mobile device based at least on the SSID of the Wi-Fi access point; in response to determining that the SSID of the Wi-Fi access point matches a stored SSID, activating a mobile hotspot operation on the mobile device for a connection to a cellular network ; receiving , from the additional device , a connection request to access the mobile device as a mobile hotspot; and granting , in response to the connection request, the access to the additional device . determining that the detection of the Wi-Fi access point is associated with activating a mobile hotspot operation on the mobile device based at least on the SSID of the Wi-Fi access point; in response to determining that the SSID of the Wi-Fi access point matches a stored SSID, activating a mobile hotspot operation on the mobile device for a connection to a cellular network ; receiving , from the additional device , a connection request to access the mobile device as a mobile hotspot; and granting , in response to the connection request, the access to the additional device .
A S. pyogenes Cas9 specific single-molecule guide RNA comprising at least a spacer sequence that is an RNA sequence corresponding to any one of SEQ ID NOS: 34621, 34565, 34606, 54554, 34437, 34563, 54418, 34632, 34446, 54409, 54671, 54693, 54539, 54408, 54555, 54694, 34505 or 54695.
An insertion tool for inserting a catheter into a body of a patient, comprising: a housing in which at least a portion of the catheter is initially disposed; an at least partially hollow needle distally extending from the housing , at least a portion of the catheter pre-disposed over the needle; a guidewire including a proximal end secured to a portion of the insertion tool and a distal end; an advancement assembly for selectively advancing the distal end of the guidewire out from the housing; and a needle safety component for shielding a distal end of the needle, the needle safety component including at least one binding element and at least one friction element that causes the at least one binding element to engage a portion of the needle and prevent relative movement therewith, the at least one friction element including an elastomeric element that is wrapped about at least a portion of the needle and the at least one binding element. a housing in which at least a portion of the catheter is initially disposed; an at least partially hollow needle distally extending from the housing , at least a portion of the catheter pre-disposed over the needle; a guidewire including a proximal end secured to a portion of the insertion tool and a distal end; an advancement assembly for selectively advancing the distal end of the guidewire out from the housing; and a needle safety component for shielding a distal end of the needle, the needle safety component including at least one binding element and at least one friction element that causes the at least one binding element to engage a portion of the needle and prevent relative movement therewith, the at least one friction element including an elastomeric element that is wrapped about at least a portion of the needle and the at least one binding element.
A computer-implemented method for adding an element (E) to a queue by a producing process (P), the method comprising the steps of: identifying (S100) potential consuming processes for processing the element (E) by determining at least a first consuming process (C1) from a plurality of consuming processes (C1, C2); providing (S 110) the element (E) by creating a data item (D) and a plurality of links associated with the data item (D), the plurality of links comprising at least one first link (EL1), the first link (EL1) comprising a first previous pointer (EPP1) and a first next pointer (ENP1), wherein the quantity of created links is at least the quantity of potential consuming processes determined in step (S100); and integrating (S120) the element (E) into the queue by creating or extending a consumer specific doubly-linked list for the first consuming process (C1). identifying (S100) potential consuming processes for processing the element (E) by determining at least a first consuming process (C1) from a plurality of consuming processes (C1, C2); providing (S 110) the element (E) by creating a data item (D) and a plurality of links associated with the data item (D), the plurality of links comprising at least one first link (EL1), the first link (EL1) comprising a first previous pointer (EPP1) and a first next pointer (ENP1), wherein the quantity of created links is at least the quantity of potential consuming processes determined in step (S100); and integrating (S120) the element (E) into the queue by creating or extending a consumer specific doubly-linked list for the first consuming process (C1).
A method for controlling a system configuration of a hardware system by using a blockchain associated with the hardware system , wherein the blockchain comprises entries with configuration data of the hardware system , wherein the hardware system comprises a plurality of hardware components , wherein each of the hardware components comprises at least one processor , a memory with configuration data for the particular hardware component , and a communication interface for communicating with one or more of the hardware components of the hardware system , wherein the method comprises the steps of: • creating and sending a first change request for a first change to the system configuration of the hardware system by means of a first hardware component of the plurality of hardware components , • receiving the first change request by means of the further hardware components of the plurality of hardware components , • checking the first change request by means of the further hardware components for compatibility of the change request with the configuration of the particular receiving hardware component by using configuration data of the receiving hardware component , • in the case that the requested first change to the system configuration is compatible with the configuration of the receiving hardware component , generating and sending an approval of the first change to the system configuration by means of the receiving hardware component , and in the case that an approval quorum of the hardware components of the plurality of hardware components that is necessary for consent is achieved: • entering the requested first change to the system configuration of the hardware system into the blockchain , • implementing the requested first change to the system configuration in the hardware system . • creating and sending a first change request for a first change to the system configuration of the hardware system by means of a first hardware component of the plurality of hardware components , • receiving the first change request by means of the further hardware components of the plurality of hardware components , • checking the first change request by means of the further hardware components for compatibility of the change request with the configuration of the particular receiving hardware component by using configuration data of the receiving hardware component , • in the case that the requested first change to the system configuration is compatible with the configuration of the receiving hardware component , generating and sending an approval of the first change to the system configuration by means of the receiving hardware component , and • entering the requested first change to the system configuration of the hardware system into the blockchain , • implementing the requested first change to the system configuration in the hardware system .