Abstract: A solution that can reduce impact of multipath interference (MPI) in an optical fiber system on a transmitted signal in a low-cost manner. The method includes: a sending device sends, to a receiving device, a transmitted signal generated by the sending device based on pulse amplitude modulation-N, where strength distribution of the transmitted signal includes N strength values, the N strength values correspond to N?1 strength differences, a strength difference corresponding to a high strength value in the N strength values is greater than a strength difference corresponding to a low strength value, and the transmitted signal may be an optical signal, or may be an electrical signal. A strength distribution rule of the transmitted signal is changed, so that the strength difference corresponding to the high strength value is greater than the strength difference corresponding to the low strength value.

Abstract: The present disclosure provides a pipelining and parallelizing graph execution method for neural network model computation and apparatus, and provides a pipelining and parallelizing graph execution method for neural network model computation and apparatus in a deep learning training system. The method includes the graph execution flow in a neural network model computation process and a process of cooperative work of all functional modules. The pipelining and parallelizing graph execution method for neural network model computation includes creating a graph executive on a native machine according to a physical computation graph compiled and generated by a deep learning framework.

Abstract: A startup stage protection device used in Electric Multiple Unit (EMU) train coupler experiment is provided between two test cars. The startup stage protection device is arranged between and tightly abuts two test cars at the starting stage of the experiment to receive a compressing force in place of the coupler. The startup stage protection device separates from the two test cars after the end of the starting stage.

Abstract: The present disclosure provides a pipelining and parallelizing graph execution method for neural network model computation and apparatus, and provides a pipelining and parallelizing graph execution method for neural network model computation and apparatus in a deep learning training system. The method includes the graph execution flow in a neural network model computation process and a process of cooperative work of all functional modules. The pipelining and parallelizing graph execution method for neural network model computation includes creating a graph executive on a native machine according to a physical computation graph compiled and generated by a deep learning framework.

Abstract: The innovative product is a joint finger ring, particularly refers to a finger ring capable of being spliced, assembled, bent and adjusted, and relates to the technical field of ornamental finger rings and watchbands. A joint finger ring is composed of a ring setting (1), inlays (2) and connection components (3), wherein the inlays (2) are arranged in the ring setting (1). The left end and the right end of the ring setting (1) are movably connected through the connection components (3). The utility model solves the problem that in the wearing process of the traditional finger ring, the size of the finger ring of a favorite style is appropriately increased to fit the finger, and consequently, it is impossible to achieve the best feeling when people wear the finger ring, and especially for the characteristics of the male finger bones, the finger ring cannot be taken off.

Abstract: A startup stage protection device used in Electric Multiple Unit (EMU) train coupler experiment is provided between two test cars. The startup stage protection device is arranged between and tightly abuts two test cars at the starting stage of the experiment to receive a compressing force in place of the coupler. The startup stage protection device separates from the two test cars after the end of the starting stage.

Abstract: The innovative product is a joint finger ring, particularly refers to a finger ring capable of being spliced, assembled, bent and adjusted, and relates to the technical field of ornamental finger rings and watchbands. A joint finger ring is composed of a ring setting (1), inlays (2) and connection components (3), wherein the inlays (2) are arranged in the ring setting (1). The left end and the right end of the ring setting (1) are movably connected through the connection components (3). The utility model solves the problem that in the wearing process of the traditional finger ring, the size of the finger ring of a favorite style is appropriately increased to fit the finger, and consequently, it is impossible to achieve the best feeling when people wear the finger ring, and especially for the characteristics of the male finger bones, the finger ring cannot be taken off.

Abstract: The present invention discloses a new bionic lateral-line sensor. The new bionic lateral-line sensor includes a cilia cupule, a cilia base rod, IPMC film sheets, extraction electrodes, and a sensor housing. When external current acts on a free end of the cilia cupule, mechanical deformation is generated on the cilia cupule, and the mechanical deformation is transmitted to the cilia base rod, so as to cause deformation on the cilia base rod; the deformation on the cilia base rod leads to mechanical deformation on the IPMC film sheets, and the IPMC film sheets generate induced voltages by using an IPMC mechano-electric effect; and a flow rate of the external current is calculated according to the acquired induced voltages. The new bionic lateral-line sensor provided in the present invention is used for measurement of external current.

Abstract: The present invention discloses a new bionic lateral-line sensor. The new bionic lateral-line sensor includes a cilia cupule, a cilia base rod, IPMC film sheets, extraction electrodes, and a sensor housing. When external current acts on a free end of the cilia cupule, mechanical deformation is generated on the cilia cupule, and the mechanical deformation is transmitted to the cilia base rod, so as to cause deformation on the cilia base rod; the deformation on the cilia base rod leads to mechanical deformation on the IPMC film sheets, and the IPMC film sheets generate induced voltages by using an IPMC mechano-electric effect; and a flow rate of the external current is calculated according to the acquired induced voltages. The new bionic lateral-line sensor provided in the present invention is used for measurement of external current.

Abstract: A next generation sequencing (NGS) based method includes applying, for one or more genetic loci, respective NGS data for genotype of a first subject, genotype of a second subject, and genotype of an alleged offspring of the first and second subjects to a statistical model calculating a value representing a likelihood the offspring is a true offspring of the first and second subjects. The NGS data includes genotype and sequencing read of the first tested subject; genotype and sequencing read of the second tested subject; and genotype and sequencing read of the alleged offspring. The statistical model utilizes a probability of the genotype of the first tested subject in a subject population; a probability of the genotype of the second tested subject in a subject population; and a probability of the genotype of the alleged offspring in a subject population.