Abstract: Herein is reported a method for determining the concentration of a therapeutic antibody in a tissue of an experimental animal to whom the therapeutic antibody had been administered, wherein the interference from residual blood in a tissue sample of the experimental animal, which is used for determining the concentration of the therapeutic antibody in said tissue, is reduced, wherein the concentration of the therapeutic antibody in the tissue of the experimental animal is calculated with the following formula: C tmAb , tissue = C t ? m ? A ? b , tissue , det . C t ? i ? s ? sue , sample - C r ? e ? f ? m ? A ? b , tissue , det . C t ? i ? s ? sue , sample C r ? e ? f ? m ? A ? b , plasma . det . * C t ? m ? A ? b , plasma , det . wherein CtmAb,tissue,det.=obtained by determining the concentration of the therapeutic antibody in the tissue sample of the experimental animal, CtmAb,plasma,det.

Abstract: Methods, apparatus, systems, and articles of manufacture are disclosed for performing a machine learning operation using storage element pointers. An example computer readable medium comprises instructions that when executed, cause at least one processor to select, in response to a determination that a machine learning operation is to be performed, create first and second storage element pointers based on a type of machine learning operation to be performed, remap input tensor data of the input tensor based on the first storage element pointer without movement of the input tensor data in memory, cause execution of the machine learning operation with the remapped input tensor data to create intermediate tensor data, remap the intermediate tensor data based on the second storage element pointer without movement of the intermediate tensor data in memory, and provide the remapped intermediate tensor data as an output tensor.

Abstract: One or more network tests for a network are selected, wherein the selected one or more network tests simulate an attempt to establish an anomalous network configuration. A network configuration update is generated based on the selected one or more network tests and the network configuration update is issued to a network-based device. A performance of the network is monitored for establishment of the anomalous network configuration in response to the network configuration update and a configuration of the network is revised based on the monitored performance of the network, to mitigate the establishment of the anomalous network configuration.

Abstract: Methods, apparatus, systems, and articles of manufacture are disclosed that increase utilization of neural network (NN) accelerator circuitry for shallow layers of an NN by reformatting one or more tensors. An example apparatus includes parameter determining circuitry to determine a width of a weight kernel and to determine a depth of a first tensor. The example apparatus also includes storage control circuitry to, starting at a first XY location of the first tensor, copy one or more Z values, up to the depth of the first tensor, of consecutive XY locations that overlap the width of the weight kernel and to load the one or more Z values consecutively in a first XY location of a second tensor.

Abstract: Methods, apparatus, systems, and articles of manufacture are disclosed to debug a hardware accelerator such as a neural network accelerator for executing Artificial Intelligence computational workloads. An example apparatus includes a core with a core input and a core output to execute executable code based on a machine-learning model to generate a data output based on a data input, and debug circuitry coupled to the core. The debug circuitry is configured to detect a breakpoint associated with the machine-learning model, compile executable code based on at least one of the machine-learning model or the breakpoint. In response to the triggering of the breakpoint, the debug circuitry is to stop the execution of the executable code and output data such as the data input, data output and the breakpoint for debugging the hardware accelerator.

Abstract: Methods, apparatus, systems, and articles of manufacture are disclosed that increase data reuse for multiply and accumulate (MAC) operations. An example apparatus includes a MAC circuit to process a first context of a set of a first type of contexts stored in a first buffer and a first context of a set of a second type of contexts stored in a second buffer. The example apparatus also includes control logic circuitry to, in response to determining that there is an additional context of the second type to be processed in the set of the second type of contexts, maintain the first context of the first type in the first buffer. The control logic circuitry is also to, in response to determining that there is an additional context of the first type to be processed in the set of the first type of contexts maintain the first context of the second type in the second buffer and iterate a pointer of the second buffer from a first position to a next position in the second buffer.

Abstract: Methods, apparatus, systems and articles of manufacture are disclosed for sparse tensor storage for neural network accelerators. An example apparatus includes sparsity map generating circuitry to generate a sparsity map corresponding to a tensor, the sparsity map to indicate whether a data point of the tensor is zero, static storage controlling circuitry to divide the tensor into one or more storage elements, and a compressor to perform a first compression of the one or more storage elements to generate one or more compressed storage elements, the first compression to remove zero points of the one or more storage elements based on the sparsity map and perform a second compression of the one or more compressed storage elements, the second compression to store the one or more compressed storage elements contiguously in memory.

Abstract: Films may be used as interleaves between hard and non-compressible surfaces such as surfaces of sheets or plates made of glass, metal, such as steel, polycarbonate, and/or poly(methyl methacrylate). The films may be embossed and/or may include a foamed core layer having a plurality of micro-voids. In particular, the films may include a polyolefin, a basis weight of between about 30 gsm and about 70 gsm, an embossed thickness of between about 150 microns and 800 microns, and a stiffness of between about 150 grams and about 750 grams according to the Circular Bend Stiffness Test.

Abstract: Herein is reported a method for determining the concentration of a therapeutic antibody in a tissue of an experimental animal to whom the therapeutic antibody had been administered, wherein the interference from residual blood in a tissue sample of the experimental animal, which is used for determining the concentration of the therapeutic antibody in said tissue, is reduced, wherein the concentration of the therapeutic antibody in the tissue of the experimental animal is calculated with the following formula: C tmAb , tissue = C tmAb , tissue , det . C tissue , sample - C refmAb , tissue , det . C tissue , sample C refmAb , plasma . det . * C tmAb , plasma , det . wherein CtmAb,tissue,det.=obtained by determining the concentration of the therapeutic antibody in the tissue sample of the experimental animal, CtmAb,plasma,det.

Abstract: Methods, apparatus, systems and articles of manufacture are disclosed to perform machine-learning model operations on sparse accelerators. An example apparatus includes first circuitry, second circuitry to generate sparsity data based on an acceleration operation, and third circuitry to instruct one or more data buffers to provide at least one of activation data or weight data based on the sparsity data to the first circuitry, the first circuitry to execute the acceleration operation based on the at least one of the activation data or the weight data.

Abstract: Films may be used as interleaves between hard and non-compressible surfaces such as surfaces of sheets or plates made of glass, metal, such as steel, polycarbonate, and/or poly(methyl methacrylate). The films may be embossed and/or may include a foamed core layer having a plurality of micro-voids. In particular, the films may include a polyolefin, a basis weight of between about 30 gsm and about 70 gsm, an embossed thickness of between about 150 microns and 800 microns, and a stiffness of between about 150 grams and about 750 grams according to the Circular Bend Stiffness Test.

Abstract: A carrier film includes an adhesive layer, a core layer, and a release layer. The adhesive layer includes a hydrogenated styrene block copolymer having a storage modulus (G?) of less than or equal to 400 kPa at 25° C., and a first polyolefin elastomer. The core layer includes a second polyolefin elastomer, and the release layer includes a polyolefin.

Abstract: Aspects of the present disclosure involve systems, methods, computer program products, and the like, for providing a proxy server or scrubbing service for an authoritative domain name server (DNS) of a CDN to prevent or otherwise mitigate attacks on the server. The proxy server may receive incoming requests to the authoritative DNS and determine which requests are valid and which are potentially part of an attack on the network. In one embodiment, the proxy server may then “scrub” or otherwise remove the requests of the attack to mitigate the effect of the attack on the network. For example, the proxy server may ignore the request, may direct the request to a “dead-end” server or other device to prevent overloading of the target device, may instruct a device from which the request was sent to discard the request, etc.

Abstract: A masking film includes an adhesion layer that includes at least one hydrogenated styrene block copolymer and an adhesive surface having a surface roughness (Sa) of greater than about 2.0 ?m. An Adhesion Build Value of the masking film is less than about 2.0 after the adhesion layer has been attached to a textured polycarbonate substrate and heated to 85° C. for 30 minutes.

Abstract: A rail panel includes a top rail defining a plurality of fastener receiving holes and a plurality of top cable holes. The rail panel includes a bottom rail defining a plurality of bottom cable holes and a plurality of clip receiving holes. The rail panel includes a plurality of vertical cables extending from the top rail to the bottom rail. The rail panel includes a plurality of threaded swage fittings, each coupled to a respective top end of one of the plurality of vertical cables, and a plurality of clip receiving swage fittings, each coupled to a respective bottom end of one of the plurality of vertical cables, and a plurality of clips, each received by a respective clip receiving swage fitting.

Abstract: Aspects of the present disclosure involve systems, methods, computer program products, and the like, for providing a proxy server or scrubbing service for an authoritative domain name server (DNS) of a CDN to prevent or otherwise mitigate attacks on the server. The proxy server may receive incoming requests to the authoritative DNS and determine which requests are valid and which are potentially part of an attack on the network. In one embodiment, the proxy server may then “scrub” or otherwise remove the requests of the attack to mitigate the effect of the attack on the network. For example, the proxy server may ignore the request, may direct the request to a “dead-end” server or other device to prevent overloading of the target device, may instruct a device from which the request was sent to discard the request, etc.

Abstract: The invention provides humanized anti-human Tau(pS422) antibodies and methods of using the same.

Abstract: Herein is disclosed a slack distribution system comprising one or more sensors, configured to deliver sensor data to one or more processors in a first vehicle; a wireless communication circuit, configured to wirelessly transmit to a second vehicle; one or more processors, configured to determine from at least the sensor data, during first vehicle deceleration, a slack distance between the first vehicle and the second vehicle; and when the slack distance is less than a predetermined threshold, to cause the wireless communication circuit to transmit to the second vehicle a slack request message, wherein the slack request message is a request to change the slack distance.

Abstract: An automatic test equipment (ATE) contactor adapter compatible with at least one test board. The contactor adapter includes a contactor adapter body having a first side and a second side. The contactor adapter body includes: 1) a first set of contact components disposed on the first side in an arrangement to contact conductive pads of the at least one test board; and 2) a second set of contact components disposed on the second side and coupled to the first set of contact points. The contactor adapter also includes an adapter interface disposed on the contactor adapter body. The adapter interface includes a third set of contact components coupled to the second set of contact components. The ATE contactor adapter is configured to convey signals between a device under test (DUT) and the at least one test board via the first, second, and third sets of contact components.

Abstract: The invention provides humanized anti-human Tau(pS422) antibodies and methods of using the same.