Abstract: The present invention discloses a graph partitioning system for running neural networks on resource constrained hardware systems. The graph partitioning system used for partitioning a neural network graph into a series of sub-graphs and further allow the multiple sub-graphs to be executed in available hardware subsystems. The system based on cost function as estimated computation time and memory bandwidth of partitioned sub-graphs. The graph partitioning system is a cycle estimation model of hardware that can run fast and parameterize memory latency. The graph partitioning system supports heterogeneous partition for different type accelerators such as CPU, GPU, ASIC. The present invention also discloses a method for partitioning neural network graph in to series of sub-graphs.

Abstract: Embodiments relate to the field of semiconductor manufacturing technology, and more particularly, to a method for fabricating a semiconductor structure and a semiconductor structure. The fabricating method includes: providing a substrate including an array region and a peripheral region; and forming, on the substrate, a first mask layer covering the array region and the peripheral region, the first mask layer having a first device structure pattern directly facing the array region and a second device structure pattern directly facing the peripheral region. Through the method for fabricating a semiconductor structure, the first mask layer having the first device structure pattern and the second device structure pattern is formed on the substrate, and then the substrate is etched by using the first device structure pattern and the second device structure pattern as mask layer to synchronously form a peripheral region structure and an array region structure on the substrate.

Abstract: Embodiments relate to the field of semiconductor manufacturing technology, and more particularly, to a semiconductor structure and a method for fabricating a semiconductor structure. The semiconductor structure includes a substrate including a first array region and a second array region. The first array region is provided with a first memory array comprising a plurality of first memory structures, and the second array region is provided with a second memory array comprising a plurality of second memory structures. Compared with related technologies where different memory structures are stacked on a substrate, in this embodiment, the plurality of first memory structures and the plurality of second memory structures are arranged side by side on the substrate, which is advantageous to simplifying fabrication processes and improving production efficiency.

Abstract: Embodiments relate to the field of semiconductor manufacturing technology, and more particularly, to a method for fabricating a semiconductor structure and a semiconductor structure. The method for fabricating a semiconductor structure provided by the embodiments of the present disclosure includes: providing a substrate including an array region and a peripheral region; forming a first mask layer covering the array region and the peripheral region on the substrate; forming a first device structure pattern on the first mask layer, and then forming a second device structure pattern on the first mask layer; and etching the substrate by using the first device structure pattern and the second device structure pattern as mask layer to form a peripheral region structure and an array region structure synchronously on the substrate. Technological processes are simplified, fabrication difficulties are reduced, and production efficiency is improved.

Abstract: Embodiments of the present disclosure provide a display panel and a display device. The display panel includes a substrate; a first electrode; a second electrode; an organic light-emitting functional layer; a line scanning drive circuit located in a surrounding area; a first flat layer; a fixed potential signal line located in the surrounding area, wherein the fixed potential signal line includes a first and a second conductive parts; an overlapping area is formed between an orthographic projection of the second conductive part on the substrate and an orthographic projection of the line scanning drive circuit on the substrate; the second conductive part includes a plurality of first through holes; and a conductive connection layer; and the conductive connection layer and the second conductive part at least are in direct contact in the overlapping area between the second conductive part and the line scanning drive circuit.

Abstract: A distribution site and a distribution method are provided. The distribution site includes: a building having a storage space configured to store goods and a distribution interface area configured to park an unmanned ground distribution vehicle that is capable of performing goods distribution; and a goods sorting device arranged in the building and configured to load the goods in the storage space onto the unmanned ground distribution vehicle.

Abstract: An aromatic compound protein inhibitor, a stereoisomer, a tautomer, or a pharmaceutically acceptable salt thereof, a method related to the preparation and use of the compound, a pharmaceutical composition comprising the compound, and a relevant cancer treatment method. The aromatic compound has selective and significant inhibitory activity on a protein, and has a wide application prospect in the field of tumor treatment.

Abstract: A floor-standing air conditioner indoor unit includes a main unit and a sub-unit detachably connected to the main unit. The main unit includes an indoor heat exchange module. The sub-unit includes an air treatment module configured to operate independently in a scenario that the sub-unit is separated from the main unit.

Abstract: Provided are a compound containing an aromatic group as well as a stereoisomer, a tautomer or a pharmaceutically acceptable salt of the compound. Further provided is a method related to preparation and use of the compound. A pharmaceutical composition containing the compound and a related cancer treatment method are involved. The disclosed aromatic group-containing compound has remarkable inhibitory activity on protein, and has a wild application prospect in the field of tumor treatment.

Abstract: The present invention discloses a composition containing hesperetin and synergistic hypoglycemic application thereof, and belongs to the technical field of natural active compounds. The composition of the present invention contains the hesperetin and a compound X, and the compound X is galangin or formononetin, where a mass ratio of the hesperetin to the galangin is 30:100, and a mass ratio of the hesperetin to the formononetin is 30:20. The composition of the present invention has an obvious synergistic effect of inhibiting ?-glucosidase, and the effect thereof is better than that of using the flavonoid compound alone, and may reduce a dosage of the use of drugs and occurrence of drug resistance.

Abstract: A video stream transmission control method includes that: in response to detecting that a receiving time interval of two adjacent received video frames in multiple received video frames is less than an interval threshold, theoretical receiving time of a next video frame sent by a video stream sending device corresponding to the each received video frame is determined; multiple theoretical receiving times corresponding to the multiple video stream sending devices are sorted, and expected receiving time of a next video frame sent by each video stream sending device of the multiple video stream sending devices is determined according to a sorting result and interval adjustment time; and the video frame sending time interval of the each video stream sending device is adjusted according to the expected receiving time and the theoretical receiving time corresponding to the each video stream sending device.

Abstract: The present disclosure discloses a DNA matrix processing method based on a combined restriction digestion mechanism, including the following steps: constructing a single auxiliary strand-mediated combined restriction digestion mechanism; introducing an auxiliary strand based on the single auxiliary strand-mediated combined restriction digestion mechanism, to obtain a dual auxiliary strands-mediated combined restriction digestion mechanism; and constructing DNA matrix processing and a weighted sum of Boolean matrix multiplication with the dual auxiliary strands-mediated combined restriction digestion mechanism; in which the two auxiliary strands are directly used as elements involved in the matrix processing, and the 2N auxiliary strands are combined into N2 four-pronged restriction digestion structures in the presence of E6 type DNAzymes to cleave N2 substrate strands. Meanwhile, due to high-efficiency catalysis and specific recognition, the E6 type DNAzymes make the matrix processing rapid and accurate.

Abstract: The present invention discloses a composition for inhibiting ?-glucosidase and application thereof, and belongs to the technical field of natural active compounds. The composition of the present invention contains daidzein and quercetin derivatives, and the quercetin derivative is taxifolin or 3-O-methyl quercetin, where the mass ratio of the daidzein to the taxifolin is 8:25-10:25; and the mass ratio of the daidzein to the 3-O-methyl quercetin is 8:2-8:4. The composition of the present invention has an obvious synergistic effect of inhibiting ?-glucosidase, and the effect thereof is better than that of using the flavonoid compound alone, and may reduce a dosage of the use of drugs and occurrence of drug resistance.

Abstract: A control method of a drill jumbo is provided. The drill jumbo includes a pre-splitting arm, a drill arm, and a chamber. The pre-splitting arm includes a positioning device, a fixing buckle, a longer rod, an electric telescopic rod, and a water injection opening. The chamber includes a constant pressure valve, an excitation circuit, and a port. A computer controls the positioning device to perform positioning, afterwards, the fixing buckle is opened, the telescopic rod is started, the longer rod is jacked into a position in the hole, and oil is injected into a hydraulic expansion capsule. After blocking of the hole is completed, water is injected into the water injection opening. The port is opened to inject a mixed-phase fluid. The port is closed, the excitation circuit is started, and after a pressure rises to a set value, the constant pressure valve is opened.

Abstract: A method for vegetation restoration or rehabilitation of simulating a natural ecosystem based on machine learning (ML) includes: acquiring historical growth environment data of a vegetation community; extracting a site condition feature and a growth condition feature of each vegetation species; restoring and rehabilitating a vegetation community structure selection model; and selecting, based on the vegetation community structure selection model, an optimal vegetation species according to current growth environment data of the vegetation community, and restoring and rehabilitating a vegetation community simulating a natural ecosystem. The method comprehensively considers various factors affecting vegetation restoration based on the site condition and the growth condition.

Abstract: A cyano-substituted pyridine and cyano-substituted pyrimidine compound and a preparation method therefor and an application thereof, which specifically relate to a compound represented by formula (I) and an isomer, a hydrate, a solvate, a pharmaceutically acceptable salt, and a prodrug thereof, and a preparation method therefor and an application thereof in the preparation of a drug as a kinase inhibitor. The compound has good inhibitory activity against kinases such as FGFR4 and mutant FGFR4V550L.

Abstract: A method for manufacturing a semiconductor structure includes: providing a substrate, the substrate includes a plurality of first trenches and a first pattern having an array of lines each formed between adjacent two of the plurality of first trenches; forming a first dielectric layer to cover at least the sidewalls of each of the lines in the array of the first pattern; and each of the lines in the array of the first pattern is segmented to form elements of a second pattern.

Abstract: Systems and methods for closed-loop ultrasound imaging-based control are described herein. An example system includes an ultrasound transducer, and a controller operably coupled to the ultrasound transducer. The controller includes a processor and memory, the memory having computer-executable instructions stored thereon. The controller is configured to receive an ultrasound imaging signal associated with a subject's muscular activity from the ultrasound transducer; process the ultrasound imaging signal to obtain a feedback signal; and control a device interfacing with the subject based on the feedback signal.

Abstract: A distribution site and a distribution method are provided. The distribution site includes: a building having a storage space configured to store goods and a distribution interface area configured to park an unmanned ground distribution vehicle that is capable of performing goods distribution; and a goods sorting device arranged in the building and configured to load the goods in the storage space onto the unmanned ground distribution vehicle.

Abstract: A guard period for switching between uplink and downlink subframes is created by shortening an uplink subframe, i.e., by not transmitting during one or more symbol intervals at the beginning of the subframe interval. A grant message includes signaling indicating when a shortened subframe should be transmitted. An example method is implemented in a first wireless node configured to transmit data in transmit subframes occurring at defined subframe intervals and having a predetermined number of symbol intervals. This example method includes determining that a transmit subframe is to be shortened, relative to the predetermined number of symbol intervals and, in response to this determination, shortening transmission of the transmit subframe by not transmitting during a beginning portion of the subframe interval for the transmit subframe and transmitting during the remainder of the subframe interval.