Abstract: A hierarchical decoupling, integrated and open communication open system includes a large communication network, a Yunxi platform, and a customer, which are communicatively connected to one another, wherein the Yunxi platform includes a service application layer, a communication capability layer and a resource pool, which are communicatively connected to one another, the large communication network, the communication capability layer and the customer are communicatively connected to one another, and the service application layer is communicatively connected to the customer. The present invention innovates decentralized communication service provision methods, further integrate communication capabilities, encapsulate communication scenarios into flexible and easy-to-use communication modules, and provide a unified and convenient service interface, thereby lowering a user-side access threshold, and deeply integrating communication capabilities with application scenarios of government and enterprise customers.

Abstract: A monitoring system based on a digital converter station includes a first monitoring terminal deployed at a first-level monitoring side, a second monitoring terminal deployed at a second-level monitoring side, and a third monitoring terminal deployed at a third-level monitoring side; the monitoring terminal at each level includes a communication module, a human-machine interaction module, a device status monitoring module, a device alarm management module, a video fusion processing module, and a data transmission adjustment and control module.

Abstract: A text error correction method includes splitting a text obtained by automatic speech recognition into short sentences; inputting each of the short sentences into a trained error correction model, respective parameters in each layer of the model are synchronously updated during training thereof; acquiring phoneme information by the phoneme extractor; converting the phoneme information into a phoneme feature by the phoneme feature encoder; obtaining a language feature by the language feature encoder, combining the phoneme feature and the language feature to obtain a combined feature by the feature combination module; decoding the combined feature to correct an error of the short sentence by the decoder, determining first perplexity and second perplexity of the short sentence, comparing the two kinds of perplexity to determine a correct text of the short sentence, and combining the correct texts of all of the short sentences in order into a correct text.

Abstract: A synergized pulsing-imaging network is described. A method of optimizing a magnetic resonance imaging (MRI) system includes optimizing, by a synergized pulsing-imaging network (SPIN) circuitry a pulse sequence based, at least in part, on a loss function associated with a reconstruction network. The method further includes optimizing, by the SPIN circuitry, the reconstruction network based, at least in part, on intermediate raw MRI data and based, at least in part, on a ground truth MRI image data. The intermediate raw MRI data is determined based, at least in part on the pulse sequence.

Abstract: A deep neural network for motion artifact reduction includes a transformer neural network, and a synthesis neural network. The transformer neural network is configured to receive input image data comprising a target image, a prior image, and a subsequent image. The transformer neural network is configured to mitigate a temporal aspect of the motion artifact, and to provide a transformer output related to the input data. The synthesis neural network is configured to receive the transformer output, and to provide at least one output image having a reduced motion artifact relative to the input image data.

Abstract: A synergized pulsing-imaging network is described. A method of optimizing a magnetic resonance imaging (MRI) system includes optimizing, by a synergized pulsing-imaging network (SPIN) circuitry a pulse sequence based, at least in part, on a loss function associated with a reconstruction network. The method further includes optimizing, by the SPIN circuitry, the reconstruction network based, at least in part, on intermediate raw MRI data and based, at least in part, on a ground truth MRI image data. The intermediate raw MRI data is determined based, at least in part on the pulse sequence.

Abstract: A mainframe computer with a supporting rack includes: a rack chassis and a supporting rack. The rack chassis has a first rack, and the first rack has a plurality of first positioning members. The supporting rack is arranged on the rack chassis, and the supporting rack has at least one first corresponding positioning member positioned corresponding to any one of at least one first positioning member. Therefore, the rack chassis and the support rack allow various types of objects (such as: solid state disk, cooling liquid tanks for cooling, hard drive or optical drive and so on) to be easily and conveniently installed onto the mainframe computer.

Abstract: A mainframe computer with a supporting rack includes: a rack chassis and a supporting rack. The rack chassis has a first rack, and the first rack has a plurality of first positioning members. The supporting rack is arranged on the rack chassis, and the supporting rack has at least one first corresponding positioning member positioned corresponding to any one of at least one first positioning member. Therefore, the rack chassis and the support rack allow various types of objects (such as: solid state disk, cooling liquid tanks for cooling, hard drive or optical drive and so on) to be easily and conveniently installed onto the mainframe computer.

Abstract: A computer case includes a case body, a carrying structure and a cooler. The case body is with an opening formed thereon. The carrying structure is detachably connected to the case body from the outside and corresponds to the position of the opening. The cooler is fixed to the carrying structure. This way, computer peripherals can be installed without disassembling the case body.

Abstract: A mainframe computer with a supporting rack includes: a rack chassis and a supporting rack. The rack chassis has a first rack, and the first rack has a plurality of first positioning members. The supporting rack is arranged on the rack chassis, and the supporting rack has at least one first corresponding positioning member positioned corresponding to any one of at least one first positioning member. Therefore, the rack chassis and the support rack allow various types of objects (such as: solid state disk, cooling liquid tanks for cooling, hard drive or optical drive and so on) to be easily and conveniently installed onto the mainframe computer.

Abstract: A mainframe computer with a supporting rack includes: a rack chassis and a supporting rack. The rack chassis has a first rack, and the first rack has a plurality of first positioning members. The supporting rack is arranged on the rack chassis, and the supporting rack has at least one first corresponding positioning member positioned corresponding to any one of at least one first positioning member. Therefore, the rack chassis and the support rack allow various types of objects (such as: solid state disk, cooling liquid tanks for cooling, hard drive or optical drive and so on) to be easily and conveniently installed onto the mainframe computer.

Abstract: A computer case includes a case body, a carrying structure and a cooler. The case body is with an opening formed thereon. The carrying structure is detachably connected to the case body from the outside and corresponds to the position of the opening. The cooler is fixed to the carrying structure. This way, computer peripherals can be installed without disassembling the case body.

Abstract: A computer case includes a case body, a carrying structure and a cooler. The case body is with an opening formed thereon. The carrying structure is detachably connected to the case body from the outside and corresponds to the position of the opening. The cooler is fixed to the carrying structure. This way, computer peripherals can be installed without disassembling the case body.

Abstract: A mainframe computer with a supporting rack includes: a rack chassis and a supporting rack. The rack chassis has a first rack, and the first rack has a plurality of first positioning members. The supporting rack is arranged on the rack chassis, and the supporting rack has at least one first corresponding positioning member positioned corresponding to any one of at least one first positioning member. Therefore, the rack chassis and the support rack allow various types of objects (such as: solid state disk, cooling liquid tanks for cooling, hard drive or optical drive and so on) to be easily and conveniently installed onto the mainframe computer.

Abstract: A fixing bracket for a computer accessory and a computer case thereof are discloses. The fixing bracket is for the installation of the computer accessory. The interior of the computer case is used for the assembly of the fixing bracket. The fixing bracket includes a carrier, a clamping part, and a limiting part. The carrier plate has a surface for stacking the computer accessory, and a first side edge and a second side edge opposite to one another. The clamping part is disposed on the first side edge. The limiting part is disposed on the second side edge. The computer accessory is stacked on the carrier plate. The clamping part clamps one end portion of the computer accessory and the limiting part tightly presses against the other end portion of the computer accessory such that the computer accessory is attached against to the carrier plate.

Abstract: A fastening device for securing and protecting an electronic device is provided. The electronic device is provided with at least one assembly hole. The fastening device includes a fastening assembly and a plate. The fastening assembly includes a buffer and a fastening element inserted through the buffer. The fastening element includes a rod portion, a fastening portion at one end of the rod portion, and a head portion at the other end of the rod portion. The fastening portion is fastened in the assembly hole. The plate includes a first positioning hole and a second positioning hole communicating with the first positioning hole. A diameter of the first positioning hole is greater than a diameter of the second positioning hole, and a diameter of the head portion is less than the diameter of the first positioning hole and greater than the diameter of the second positioning hole.

Abstract: A fastening device for securing and protecting an electronic device is provided. The electronic device is provided with at least one assembly hole. The fastening device includes a fastening assembly and a plate. The fastening assembly includes a buffer and a fastening element inserted through the buffer. The fastening element includes a rod portion, a fastening portion at one end of the rod portion, and a head portion at the other end of the rod portion. The fastening portion is fastened in the assembly hole. The plate includes a first positioning hole and a second positioning hole communicating with the first positioning hole. A diameter of the first positioning hole is greater than a diameter of the second positioning hole, and a diameter of the head portion is less than the diameter of the first positioning hole and greater than the diameter of the second positioning hole.

Abstract: A mainframe computer with a supporting rack includes: a rack chassis and a supporting rack. The rack chassis has a first rack, and the first rack has a plurality of first positioning members. The supporting rack is arranged on the rack chassis, and the supporting rack has at least one first corresponding positioning member positioned corresponding to any one of at least one first positioning member. Therefore, the rack chassis and the support rack allow various types of objects (such as: solid state disk, cooling liquid tanks for cooling, hard drive or optical drive and so on) to be easily and conveniently installed onto the mainframe computer.

Abstract: A computer case includes a case body, a carrying structure and a cooler. The case body is with an opening formed thereon. The carrying structure is detachably connected to the case body from the outside and corresponds to the position of the opening. The cooler is fixed to the carrying structure. This way, computer peripherals can be installed without disassembling the case body.

Abstract: A fixing bracket for a computer accessory and a computer case thereof are discloses. The fixing bracket is for the installation of the computer accessory. The interior of the computer case is used for the assembly of the fixing bracket. The fixing bracket includes a carrier, a clamping part, and a limiting part. The carrier plate has a surface for stacking the computer accessory, and a first side edge and a second side edge opposite to one another. The clamping part is disposed on the first side edge. The limiting part is disposed on the second side edge. The computer accessory is stacked on the carrier plate. The clamping part clamps one end portion of the computer accessory and the limiting part tightly presses against the other end portion of the computer accessory such that the computer accessory is attached against to the carrier plate.