Abstract: A signal tracker and a method of tracking signals are disclosed. For example, the method, by a pre-processor, for each sampling interval of a received signal stores samples of the sampling interval at consecutive memory locations and determines a bandwidth factor, by an allocator, for each sampling interval, allocates the samples stored at each of the memory locations to a respective one of consecutive tracking channels in consecutive processing cycles, and, by a processor comprising at least one hardware sub-processor, for each sampling interval, sequentially processes the samples of the sampling interval in accordance with the allocation, wherein each hardware sub-processor tracks one of the consecutive tracking channels.

Abstract: The present invention provides waterborne curable film-forming compositions comprising: a) an aqueous dispersion of polymeric acrylic particles, wherein the particles have a Z average particle size less than 80 nm and have reactive functional groups; wherein the particles are prepared from a monomer mixture comprising ethylenically unsaturated monomers that are polymerized in the presence of a branched polymer having an acid value of 40-200, wherein the branched polymer is prepared from ethylenically unsaturated monomers; b) a crosslinking agent having functional groups reactive with functional groups on the polymeric acrylic particles; and c) an aqueous dispersion of at least one additional polymer having hydroxyl and/or acid functional groups and having a Z average particle size greater than 100 nm. Further provided are multilayer coated substrates comprising the curable film-forming compositions and methods for forming a composite coating on a substrate using the curable film-forming compositions.

Abstract: Techniques for building a machine learning framework with tracking, model building and maintenance, and feedback loop are provided. In one technique, a prediction model is generated based on features of multiple entities. For each entity indicated in a first database, multiple feature values are identified, which include feature values stored in the first database and feature values based on sub-entity data regarding individuals associated with the entity. The feature values are input into the prediction model to generate a score for the entity. Based on the score, a determination is made whether to add, to a second database, a record for that entity. The second database is analyzed to identify other entities. For each such entity, a determination is made whether to generate a training instance; if so, a training instance is generated and added to training data, which is used to generate another prediction model.

Abstract: A one-component coating composition comprises a polyester resin, an acrylic resin, and a blocked isocyanate resin, wherein the coat formed from the one-component coating composition has a formaldehyde content of less than 10 ppm. A substrate is coated with the one-component coating composition.

Abstract: Some embodiments of the disclosure provide a diabetic retinopathy recognition system (S) based on fundus image. According to an embodiment, the system includes an image acquisition apparatus (1) configured to collect fundus images. The fundus images include target fundus images and reference fundus images taken from a person. The system further includes an automatic recognition apparatus (2) configured to process the fundus images from the image acquisition apparatus by using a deep learning method. The automatic recognition apparatus automatically determines whether a fundus image has a lesion and outputs the diagnostic result. According to another embodiment, the diabetic retinopathy recognition system (S) utilizes a deep learning method to automatically determine the fundus images and output the diagnostic result.

Abstract: The present application relates to a housing of battery module and a battery module. The housing includes a lower shell, an upper cover and two output components, the lower shell includes a lower shell body and at least one connecting member; the lower shell body is separated into accommodating chambers for accommodating bare cell; an installation site for connecting member is provided in each accommodating chamber; every two adjacent accommodating chambers are provided with one connecting member between and penetrating through the every two adjacent accommodating chambers; an installation site for output component and an output hole are provided in each of a first one and a last one of the plurality of accommodation chambers; the two output components are sealedly connected with two output holes, respectively. The battery module includes bare cells and the housing.

Abstract: This application relates to wireless communications technologies, and in particular, to a random access device, method, and system. In a network device provided in this application, a processing module is configured to determine a same processing result for random access procedures initiated by N terminal devices in M terminal device sets, where M and N are positive integers; and a sending module is configured to send a same random access control message to the N terminal devices, where the random access control message indicates the same processing result determined by the processing module, the message includes terminal set identification information, and the terminal set identification information identifies the N terminal devices. The network device uses a same random access reject message to indicate the same processing result for the random access procedures to the N terminal devices.

Abstract: The present disclosure provides an artificial neural network system for identifying a lesion in a retinal fundus image that comprises a pre-processing module configured to separately pre-process a target retinal fundus image and a reference retinal fundus image taken from a same person; a first neural network (12) configured to generate a first advanced feature set from the target retinal fundus image; a second neural network (22) configured to generate a second advanced feature set from the reference retinal fundus image; a feature combination module (13) configured to combine the first advanced feature set and the second advanced feature set to form a feature combination set; and a third neural network (14) configured to generate, according to the feature combination set, a diagnosis result.

Abstract: The present disclosure is directed to methods of improving mycorrhization in a plant or plant cell. Another aspect of this disclosure is directed to a genetically modified plant or plant cell with improved mycorrhization.

Abstract: A system and method are provided. The system includes a feature calculator calculates features of a Pressure Volume diagram. The system further includes a pumpjack condition separator separates normal pumpjack conditions from abnormal pumpjack conditions using a hierarchical decision tree, the conditions being determined using the features. The system also includes a compound indicator generator generates a compound indicator when a predetermined number of at least one of features and conditions exceed respective thresholds. The system additionally includes an abnormal PV diagram indicator provides a user-perceptible indication that the PV diagram is abnormal when the compound indicator exceeds a compound indicator threshold.

Abstract: An earphone case includes a shell, a rotating drum received in the shell, a driving assembly coupled to the rotating drum and configured for rotating the rotating drum, and a back cover latchable with the shell and receiving the driving assembly in a receiving space defined therein. The rotating drum is driven by the driving assembly to rotate to wind a wire of at least one pair of earphones.

Abstract: The invention belongs to the field of medicine and chemical industry and relates to a 4,4-diphenylpiperidine compound or a pharmaceutically acceptable salt thereof, a pharmaceutical composition comprising the same and uses thereof. In particular, the invention relates to a compound of Formula I or a pharmaceutically acceptable salt thereof, and to a pharmaceutical composition comprising the compound or a pharmaceutically acceptable salt thereof. In the present invention, the compound or pharmaceutically acceptable salt thereof and the pharmaceutical composition have significant activity in blocking an N-type calcium channel, and have good pharmacokinetic properties, can effectively relieve pain, and have a potentialas a new medicament for prevention or treatment of pain, stroke, cerebral ischemia, alcohol addiction, alcoholism, kidney disease, addictive disorder caused by analgesic or tolerance disorder caused by analgesic.

Abstract: A Pediococcus acidilactici derived antimicrobial hexapeptide and a preparation method thereof are disclosed herein. The antimicrobial peptide ENGEEE (SEQ ID NO: 1) is reported for the first time. Antimicrobial peptide lactein R16 has good pH stability and thermal stability, has an effect on inhibiting Escherichia coli, Listeria monocytogenes and Staphylococcus aureus and is capable of effectively reducing the amount of the Escherichia coli in soybean meal. Secondly, the antimicrobial peptide lactein R16 has a certain effect on proliferating Saccharomyces cerevisiae and Lactobacillus plantarum and has certain capability of clearing hydrogen peroxide, hydroxyl radicals, DPPH radicals and superoxide anions. The antimicrobial peptide lactein R16 can be used for biological control and can be used as a feed additive to play important roles in substituting antibiotics and solving the feed safety problem.

Abstract: The present invention belongs to the flue gas desulfuration field. Specifically, the present invention relates to a supported solid-phase catalyst for oxidizing the by-product magnesium sulfite in a magnesium desulfuration process, and to preparation method and use thereof. The catalyst uses an activated carbon particle as a support, and cobalt nitrate, manganese nitrate, copper nitrate and ferrous nitrate as catalytically active components. The preparation method is as follows: mixing the pre-treated activated carbon support with the catalytically active components, followed by oscillating, standing under microwave irradiation, filtrating, drying, baking, so as to obtain the supported solid-phase catalyst.

Abstract: A backlight unit is provided. The backlight unit includes a light guide plate including a light exit surface, and at least one surface light source conformally provided on at least one surface of the light guide plate other than the light exit surface, respectively. Further, a method for manufacturing a backlight unit and a display device including the backlight unit are provided.

Abstract: The present invention provides a method for generating hydroxyl radicals and removing organic pollutants in water by utilizing an organic membrane. The inventive method generates hydroxyl radicals by adopting a nitrocellulose membrane as a photocatalytic material, placing the nitrocellulose membrane in water, illuminating with the sun or a sunlamp having a wavelength above 280 nm as a light source, and causing the nitrocellulose membrane to undergo a photochemical reaction at the membrane surface, and the generation rate of hydroxyl radicals can be achieved by adjusting the surface area of the membrane and a light intensity. The generated hydroxyl radicals can remove phenol, bisphenol A, thiamphenicol and other typical organic pollutants in water very well.

Abstract: The present disclosure provides cytidine derivative dimers, salts and compositions of the cytidine derivative dimers, and methods of making and using the cytidine derivative dimers. The disclosed compounds are useful for treating a neoplasm in mammalian subjects. The cytidine derivative dimer has the following general formula (I). where R1 is C1-C10 alkyl, C1-C10 substituted alkyl, —(CH2)n-Ph, or substituted —(CH2)n-Ph; R2 is C1-C10alkyl, C1-C10 substituted alkyl, —(CH2)n-Ph, or substituted —(CH2)n-Ph; R3 is hydrogen, alkoxycarbonyl or substituted alkoxycarbonyl; R4 is hydrogen, alkoxycarbonyl or substituted alkoxycarbonyl; and R5 is —(CH2)n—, substituted —(CH2)n—, or —(CH2)n1—O—(CH2)n2-Ph-, where n, n1, and n2 are an integer from 0 to 3. The disclosed cytidine derivative dimers/salts provide high anti-tumor activity with low toxicity and are useful for treating cancers.

Abstract: Disclosed is a load-predicting and control system for a subway heating, ventilation and air conditioning system. In one aspect, a load-predicting and control system for a subway heating, ventilation and air conditioning system is provided. The system includes a basic database, a sensing system, a load predicting unit, and a controller; the basic database stores historical data; the sensing system provides measured data; the load predicting unit calculates a predicted load value of the subway heating, ventilation and air conditioning based on the historical data and the measured data, and transmits the predicted load value to the controller; the controller issues a control command based on the predicted load value. Also provided is a load-predicting and control method for the subway heating, ventilation and air conditioning system. The present disclosure solves problems such as poor accuracy of conventional load prediction and inadequate control of the air conditioning system.

Abstract: A method and an apparatus for monitoring a wavelength channel are disclosed. The method includes: performing optical-to-electrical detection on an optical signal on a wavelength channel, to obtain an electrical signal; obtaining a frequency spectrum of the electrical signal; determining a first parameter M according to an equation M=NAC, where NAC represents an alternating current component of the frequency spectrum of the electrical signal; and if M is greater than a preset first threshold, determining that the wavelength channel includes a real service signal. According to the method and apparatus, an erroneous configuration or operation of a network management system can be avoided.

Abstract: The invention discloses a Pediococcus acidilactici derived antimicrobial hexapeptide and a preparation method thereof and belongs to the field of bioengineering. The antimicrobial peptide ENGEEE is reported for the first time. Antimicrobial peptide lactein R16 has good pH stability and thermal stability, has an effect on inhibiting Escherichia coli, Listeria monocytogenes and Staphylococcus aureus and is capable of effectively reducing the amount of the Escherichia coli in soybean meal. Secondly, the antimicrobial peptide lactein R16 has a certain effect on proliferating Saccharomyces cerevisiae and Lactobacillus plantarum and has certain capability of clearing hydrogen peroxide, hydroxyl radicals, DPPH.radicals and superoxide anions. The antimicrobial peptide lactein R16 can be used for biological control and can be used as a feed additive to play important roles in substituting antibiotics and solving the feed safety problem.