Abstract: A video caption generating method is provided to a computer device. The method includes encoding a target video by using an encoder of a video caption generating model, to obtain a target visual feature of the target video, decoding the target visual feature by using a basic decoder of the video caption generating model, to obtain a first selection probability corresponding to a candidate word, decoding the target visual feature by using an auxiliary decoder of the video caption generating model, to obtain a second selection probability corresponding to the candidate word, a memory structure of the auxiliary decoder including reference visual context information corresponding to the candidate word, determining a decoded word in the candidate word according to the first selection probability and the second selection probability, and generating a video caption according to decoded word.

Abstract: The present application provides a method, apparatus and electronic equipment for recognizing a posture of a target, a first receiving signal and a second receiving signal upon scattering of a transmitting signal from a target to be recognized are acquired, a first baseband signal is determined according to the first receiving signal and the transmitting signal, and a second baseband signal is determined according to the second receiving signal and the transmitting signal; and a category of the posture of the target to be recognized is finally determined according to the first baseband signal and the second baseband signal. The first baseband signal and the second baseband signal carry various feature values related to the posture of the target, including but not limited to transversal velocity information and radial velocity information, etc.

Abstract: A fusion protein, an amino acid sequence thereof, a coding nucleotide sequence thereof, a preparation method thereof and a use thereof are in the technical field of agricultural biotechnology. The fusion protein contains or consists of at least three, four, five, six, seven, or eight same and/or different PAMP (Pathogen-Associated Molecular Pattern) polypeptides. Optionally, there is at least one linker or no linker between two adjacent PAMP polypeptides. A plurality of PAMP polypeptides are assembled into the fusion protein having multiple immune epitopes. The fusion protein may induce defense immune responses of plants, weaken infestation ability of pathogenic microorganisms and substantially improve the disease resistance of plants. The method for preparing the fusion protein combines technologies of PTI (PAMP-Triggered Immunity) mechanism and gene engineering to obtain the fusion protein having multiple immune epitopes can be used in preparation of plant immune PAMP polypeptides.

Abstract: Provided are a method and device for determining a motion trajectory of a target. The method includes: acquiring a transmitted signal, a first echo signal, and a second echo signal of a frequency modulated continuous wave radar; performing a coherent operation on the transmitted signal and the first echo signal, to determine a beat signal therebetween; performing a two-dimensional fast Fourier transform on the beat signal to determine an initial position of the target; performing a short-time Fourier transform on the beat signal to determine a radial velocity of the target; calculating a difference frequency signal between the first and second echo signals; determining a tangential velocity of the target according to the difference frequency signal; inputting the initial position, the radial velocity, and the tangential velocity to a Kalman filter, and receiving a motion trajectory of the target output by the Kalman filter.

Abstract: Methods and devices for a spintronic device of spin-orbit torque magnetic random access memory (SOT-MRAM) are provided. A unit cell of a device can comprise a ferromagnetic (or ferrimagnetic or antiferromagnetic) layer on the heavy metal layer, and a current source configured to transmit either non-collinear current pulses in the heavy-metal layer or two perpendicular currents in the heavy metal layer. The current pulses exhibit a phase difference, and the magnitude of a sum of the respective current pulses is constant (in its simplest form) and the flow direction of the pulses is time-dependent.

Abstract: The present application provides a method, apparatus and electronic equipment for recognizing a posture of a target, a first receiving signal and a second receiving signal upon scattering of a transmitting signal from a target to be recognized are acquired, a first baseband signal is determined according to the first receiving signal and the transmitting signal, and a second baseband signal is determined according to the second receiving signal and the transmitting signal; and a category of the posture of the target to be recognized is finally determined according to the first baseband signal and the second baseband signal. The first baseband signal and the second baseband signal carry various feature values related to the posture of the target, including but not limited to transversal velocity information and radial velocity information, etc.

Abstract: A video caption generating method is provided to a computer device. The method includes encoding a target video by using an encoder of a video caption generating model, to obtain a target visual feature of the target video, decoding the target visual feature by using a basic decoder of the video caption generating model, to obtain a first selection probability corresponding to a candidate word, decoding the target visual feature by using an auxiliary decoder of the video caption generating model, to obtain a second selection probability corresponding to the candidate word, a memory structure of the auxiliary decoder including reference visual context information corresponding to the candidate word, determining a decoded word in the candidate word according to the first selection probability and the second selection probability, and generating a video caption according to decoded word.

Abstract: Methods and devices for a spintronic device of spin-orbit torque magnetic random access memory (SOT-MRAM) are provided. A unit cell of a device can comprise a ferromagnetic (or ferrimagnetic or antiferromagnetic) layer on the heavy metal layer, and a current source configured to transmit either non-collinear current pulses in the heavy-metal layer or two perpendicular currents in the heavy metal layer. The current pulses exhibit a phase difference, and the magnitude of a sum of the respective current pulses is constant (in its simplest form) and the flow direction of the pulses is time-dependent.

Abstract: Provided are a method and device for determining a motion trajectory of a target. The method includes: acquiring a transmitted signal, a first echo signal, and a second echo signal of a frequency modulated continuous wave radar; performing a coherent operation on the transmitted signal and the first echo signal, to determine a beat signal therebetween; performing a two-dimensional fast Fourier transform on the beat signal to determine an initial position of the target; performing a short-time Fourier transform on the beat signal to determine a radial velocity of the target; calculating a difference frequency signal between the first and second echo signals; determining a tangential velocity of the target according to the difference frequency signal; inputting the initial position, the radial velocity, and the tangential velocity to a Kalman filter, and receiving a motion trajectory of the target output by the Kalman filter.

Abstract: The channel estimation method for millimeter-wave communication includes virtual multipath acquisition and sparse reconstruction. In the virtual multipath acquisition stage, instead of searching the real multipath components (MPCs), the virtual representation of the real MPCs is derived, and the hierarchical search is utilized to acquire the virtual MPCs based on a normal limited-resolution codebook. In the sparse reconstruction stage, the real MPCs are reconstructed from the virtual MPCs acquired in the virtual multipath acquisition stage. An enhanced sub-array scheme is used to design a hierarchical codebook under a strict constant-modulus constraint. The designed codebook can be used for both analog and hybrid beamforming/combining devices. The training overhead of channel estimation and the complexity of the search are significantly reduced, and the size of the dictionary matrix is greatly reduced by exploiting the results of the virtual multipath acquisition.

Abstract: The channel estimation method for millimeter-wave communication includes virtual multipath acquisition and sparse reconstruction. In the virtual multipath acquisition stage, instead of searching the real multipath components (MPCs), the virtual representation of the real MPCs is derived, and the hierarchical search is utilized to acquire the virtual MPCs based on a normal limited-resolution codebook. In the sparse reconstruction stage, the real MPCs are reconstructed from the virtual MPCs acquired in the virtual multipath acquisition stage. An enhanced sub-array scheme is used to design a hierarchical codebook under a strict constant-modulus constraint. The designed codebook can be used for both analog and hybrid beamforming/combining devices. The training overhead of channel estimation and the complexity of the search are significantly reduced, and the size of the dictionary matrix is greatly reduced by exploiting the results of the virtual multipath acquisition.

Abstract: The subject application describes systems and methods that drive magnetization switching through magnonic spin transfer torque. A spin current is provided to a first magnetic layer with a first magnetic state. The spin current facilitates magnetization switching via a magnonic spin transfer torque in a second magnetic layer with a second magnetic state that is separated from the first magnetic layer by an interface. Alternatively, a spin current is provided to a first magnetic domain with a first magnetic state. The spin current facilitates domain wall propagation via a magnonic spin transfer torque. The domain wall is between the first magnetic domain and a second magnetic domain in a second magnetic state.

Abstract: Methods and apparatus for preventing spam e-mail messages from being propagated or transmitted by monitoring user interaction events associated with the system are disclosed. According to one aspect of the present invention, a method for processing a first e-mail message on a system that transmits e-mail message and has an input device includes identifying an attempt to transmit the first e-mail message; and determining whether a user interaction event has occurred within a given time interval. If it is determined that a user interaction event has not occurred within the given time interval, the first e-mail message is prevented from being transmitted.

Abstract: The subject application describes systems and methods that drive magnetization switching through magnonic spin transfer torque. A spin current is provided to a first magnetic layer with a first magnetic state. The spin current facilitates magnetization switching via a magnonic spin transfer torque in a second magnetic layer with a second magnetic state that is separated from the first magnetic layer by an interface. Alternatively, a spin current is provided to a first magnetic domain with a first magnetic state. The spin current facilitates domain wall propagation via a magnonic spin transfer torque. The domain wall is between the first magnetic domain and a second magnetic domain in a second magnetic state.

Abstract: A system, structure, and method of making the structure are disclosed for generating a large chemical potential difference between spin-up and spin-down electrons in non-magnetic materials. The device includes an inverse spin valve of a sandwiched layer structure with alternating non-magnetic and magnetic layers. In an embodiment of the invention, the structure is a tri-layer device with a magnetic layer sandwiched by two non-magnetic metals. Once the inverse spin valve structure is provided, an external electric field is applied to the inverse spin valve to generate a large chemical potential difference between the spin-up and spin-down electrons. In an embodiment of the invention, this feature is exploited to create a tunable light emitting diode or laser. In an embodiment of the invention, a dynamical magnetism is induced and controlled in the valve by an electric field. The dynamical magnetization may be used as spin source, or in electronic storage devices.

Abstract: Systems, methods, apparatus and software can be implemented to detect possible instances of memory corruption. By analyzing memory blocks stored in a memory, provided in a snapshot file, or provided in a core dump, implicit and/or explicit contingency chains can be obtained. Analysis of these contingency chains identifies potential memory corruption sites, and subsequent verification provides greater confidence in the identification.

Abstract: A system, structure, and method of making the structure are disclosed for generating a large chemical potential difference between spin-up and spin-down electrons in non-magnetic materials. The device includes an inverse spin valve of a sandwiched layer structure with alternating non-magnetic and magnetic layers. In an embodiment of the invention, the structure is a tri-layer device with a magnetic layer sandwiched by two non-magnetic metals. Once the inverse spin valve structure is provided, an external electric field is applied to the inverse spin valve to generate a large chemical potential difference between the spin-up and spin-down electrons. In an embodiment of the invention, this feature is exploited to create a tunable light emitting diode or laser. In an embodiment of the invention, a dynamical magnetism is induced and controlled in the valve by an electric field. The dynamical magnetization may be used as spin source, or in electronic storage devices.

Abstract: Systems, methods, apparatus and software can be implemented to detect memory leaks with relatively high confidence. By analyzing memory blocks stored in a memory, implicit and/or explicit contingency chains can be obtained. Analysis of these contingency chains identifies potential memory leaks, and subsequent successive verification confirms whether the potential memory leaks are memory leaks.

Abstract: Methods and apparatus for preventing spam e-mail messages from being propagated or transmitted by monitoring user interaction events associated with the system are disclosed. According to one aspect of the present invention, a method for processing a first e-mail message on a system that transmits e-mail message and has an input device includes identifying an attempt to transmit the first e-mail message; and determining whether a user interaction event has occurred within a given time interval. If it is determined that a user interaction event has not occurred within the given time interval, the first e-mail message is prevented from being transmitted.

Abstract: Systems, methods, apparatus and software can be implemented to detect memory leaks with relatively high confidence. By analyzing memory blocks stored in a memory, implicit and/or explicit contingency chains can be obtained. Analysis of these contingency chains identifies potential memory leaks, and subsequent verification confirms whether the potential memory leaks are memory leaks.