Abstract: Disclosed are methods for detecting synovial joint disease in mucopolysaccharidoses. The methods use a panel of serum biomarker proteins and measure a difference in abundance of one or more of the biomarkers between a subject and a control to identify and treat synovial joint disease in mucopolysaccharidoses. The methods allow for early detection and early therapeutic treatment of synovial joint disease in mucopolysaccharidoses to stop progression of the disease.

Abstract: A touch substrate and a display device are disclosed. The touch substrate has a folding line, the touch substrate including a touch region and a non-touch region. The non-touch region includes a first non-touch region, a second non-touch region, and a third non-touch region between the first non-touch region and the second non-touch region. The touch substrate includes: multiple first electrode groups; multiple second electrode groups; a touch integrated circuit in the third non-touch region; multiple first sub-electrode group connecting lines in the first non-touch region; and a shielded line.

Abstract: A touch substrate and a display device are disclosed. The touch substrate has a folding line, the touch substrate including a touch region and a non-touch region. The non-touch region includes a first non-touch region, a second non-touch region, and a third non-touch region between the first non-touch region and the second non-touch region. The touch substrate includes: multiple first electrode groups; multiple second electrode groups; a touch integrated circuit in the third non-touch region; multiple first sub-electrode group connecting lines in the first non-touch region; and a shielded line.

Abstract: An example fused convolutional layer, comprising, a comparator capable of reception of a first zero point and a multiply-accumulation result, a first multiplexer coupled to the comparator, wherein the first multiplexer receives a plurality of power-of-two exponent values, a shift normalizer, coupled to the first multiplexer, wherein the shift normalizer is capable of receiving the multiply-accumulation result and the plurality of power-of-two exponent values, wherein the shift normalizer limits a quantization of the multiply-accumulation result to a power-of-two scale and a second multiplexer coupled to an output of the shift normalizer, the first multiplexer and receives a second zero point and outputs an activation.

Abstract: An example fused convolutional layer, comprising, a comparator capable of reception of a first zero point and a multiply-accumulation result, a first multiplexer coupled to the comparator, wherein the first multiplexer receives a plurality of power-of-two exponent values, a shift normalizer, coupled to the first multiplexer, wherein the shift normalizer is capable of receiving the multiply-accumulation result and the plurality of power-of-two exponent values, wherein the shift normalizer limits a quantization of the multiply-accumulation result to a power-of-two scale and a second multiplexer coupled to an output of the shift normalizer, the first multiplexer and receives a second zero point and outputs an activation.

Abstract: Described are compositions containing isolated mammalian nucleus pulposus cells having an extracellular matrix (ECM)-generating phenotype and methods for making and using the disclosed compositions. The compositions disclosed herein are useful for treating back pain.

Abstract: An energy storage MMC topology is proposed to avoid the microcirculation of battery. The topology consists of six bridge arms in three stages and can be connected to DC system and AC system. Each bridge arm is composed of one bridge arm inductance and N energy storage sub-modules with the same structure in series. The energy storage sub-modules include a half-bridge power module, a battery energy storage module and a group of anti-parallel thyristors. The group of anti-parallel thyristors is connected in series over the DC cable between the battery energy storage module and a capacitor of the half-bridge power module. The switching control is performed on the battery in the energy storage MMC according to the systematic operating mode.

Abstract: An energy storage MMC topology is proposed to avoid the microcirculation of battery. The topology consists of six bridge arms in three stages and can be connected to DC system and AC system. Each bridge arm is composed of one bridge arm inductance and N energy storage sub-modules with the same structure in series. The energy storage sub-modules include a half-bridge power module, a battery energy storage module and a group of anti-parallel thyristors. The group of anti-parallel thyristors is connected in series over the DC cable between the battery energy storage module and a capacitor of the half-bridge power module. The switching control is performed on the battery in the energy storage MMC according to the systematic operating mode.

Abstract: A telescopic device (100) and a carrying robot (1000). The telescopic device (100) comprises: a loading base plate (10), telescopic arm assemblies (20), and a driving mechanism (30). The telescopic arm assembly (20) comprises at least two which are provided opposite to each other in a width direction of the loading base plate (10); each telescopic arm assembly (20) comprises a fixed arm (21) and a first sliding arm (22), the fixed arm (21) is mounted at the loading base plate (10), and the first sliding arm (22) is slidably provided at the inner side of the fixed arm (21). The driving mechanism (30) is used for driving the first sliding arm (22) to slide with respect to the fixed arm (21) along a length direction of the loading base plate (10). Because the telescopic device can achieve bi-directional extension and retraction, thereby improving carrying efficiency of the carrying robot.

Abstract: A method of quantization evaluation, including, receiving a floating point data set, determining a floating point neural network model output utilizing the floating point data set, quantizing the floating point data set utilizing a quantization model yielding a quantized data set, determining a quantized neural network model output utilizing the quantized data set, determining whether an accuracy error between the floating point neural network model output and the quantized neural network model output exceeds an predetermined error tolerance, determining a floating point neural network tensor output utilizing the floating point data set if the predetermined error tolerance is exceeded, determining a quantized neural network tensor output utilizing the quantized data set if the predetermined error tolerance is exceeded, determining a per-tensor error based on the floating point neural network tensor output and the quantized neural network tensor output and updating the quantization model based on the per-tenso

Abstract: An example fused convolutional layer, comprising, a comparator capable of reception of a first zero point and a multiply-accumulation result, a first multiplexer coupled to the comparator, wherein the first multiplexer receives a plurality of power-of-two exponent values, a shift normalizer, coupled to the first multiplexer, wherein the shift normalizer is capable of receiving the multiply-accumulation result and the plurality of power-of-two exponent values, wherein the shift normalizer limits a quantization of the multiply-accumulation result to a power-of-two scale and a second multiplexer coupled to an output of the shift normalizer, the first multiplexer and receives a second zero point and outputs an activation.

Abstract: Embodiments of the present application provide an electronic device and a method of manufacturing a housing for the electronic device, which belong to a field of electronic product. The electronic device comprises a housing and an antenna. The housing comprises N layers each of which is made of a first fiber material and a second fiber material; and the housing comprises a first region, and a second region made of the second fiber material.

Abstract: An electronic device and a method for manufacturing the housing thereof are disclosed. The electronic device includes a housing made of a metal material, the housing has a bottom, a sidewall extending along a first direction from an outer edge of the bottom, and a texture extending from an outer surface of the bottom to an outer surface of the side wall; M electronic elements set in the housing fixedly, where M?1 and is a positive integer. The texture of the surface of the housing of the electronic device provided by the disclosure is extended from the bottom to the side wall, providing the user with a favorite appearance effect.

Abstract: An electronic apparatus is described that includes a housing including a first portion made of a first material and a second portion made of a second material, and the second material is formed by transforming the first material. A method of making the electronic apparatus is also described.

Abstract: Embodiments of the present application provide an electronic device and a method of manufacturing a housing for the electronic device, which belong to a field of electronic product. The electronic device comprises a housing and an antenna. The housing comprises N layers each of which is made of a first fiber material and a second fiber material; and the housing comprises a first region, and a second region made of the second fiber material.