Abstract: An image restoration method, apparatus and device, and a storage medium are provided. The method comprises: evaluating, by an unsharpness evaluation network, an image to be processed, to generate an a feature map; inputting said image to be processed and the unsharpness feature map into a blur elimination main network; and iteratively processing, by the blur elimination main network, the image to be processed for a set number of times according to the unsharpness feature map to output a restored image. In the above-mentioned technical solution, an unsharpness feature of an image to be processed is extracted by using an unsharpness evaluation network, and iterative processing is performed on said image to be processed by using a blur elimination main network, where the networks are trained networks having corresponding functions, such that automatic restoration of an image can be realized, and image restoration efficiency and quality are improved.

Abstract: The present disclosure provides a GaAs monolithic integrated terahertz low-noise communication system transceiver front-end, including an intermediate frequency circuit and a terahertz circuit. The terahertz circuit includes a local oscillator frequency tripler, a local oscillator unidirectional 3 dB filter coupler, a radio frequency 180° filter coupler, and two terahertz GaAs monolithic integrated subharmonic mixers. The local oscillator unidirectional 3 dB filter coupler and the radio frequency 180° filter coupler each include one ring-cylindrical resonant cavity and four rectangular waveguides. The ring-cylindrical resonant cavity is divided into four rectangular waveguides which are correspondingly connected to the four sector-annular resonant cavities, respectively.

Abstract: A terahertz full-duplex co-local oscillator solid-state front-end transmitting circuit is disclosed, which belongs to the technical field of terahertz communication. The overall structure of the solid-state front-end transmitting circuit adopts a new system, wherein the circuit comprises two branches that are parallel and driven by a local oscillator source. A branched waveguide directional coupler is configured to output two driving signals provided by the same local oscillator source respectively to two branch circuits with required powers. Two transmission signals generated from the two branches are combined into one signal for transmission through an orthogonal mode coupled duplexer, so as to fulfill the construction of a full-duplex co-local oscillator solid-state front-end transmission circuit.

Abstract: The present disclosure provides a hetero-integrated terahertz low-noise miniaturized image frequency rejection transceiver front-end, including an intermediate frequency circuit and a terahertz circuit arranged up and down, where the terahertz circuit includes a local oscillator frequency tripler, a 135° 3 dB filter coupler, a radio frequency waveguide power divider, and two quartz hetero-integrated subharmonic mixers; resonant cavities of an input unit, a first output unit, an isolation unit, and a second output unit of the 135° 3 dB filter coupler are sequentially coupled through resonant grooves to form a ring structure, a cavity length of the resonant cavity of the input unit is twice that of the resonant cavities of the other three units, and an electrical length of a waveguide of the first output unit is 45° different from that of a waveguide of the second output unit.

Abstract: Engineered living glues made by bacteria biofilms integrate natural marine adhesive proteins and electrostatic interactions into bacterial biofilm components such as amyloid protein TasA, surface layer protein BslA, and exopolysaccharides.

Abstract: Methods and systems for characterizing a seizure event in a patient, including determining a time of beat sequence of the patient's heart, determining a first HR measure for a first window, determining a second HR measure for a second window, wherein at least a portion of the first window occurs after the second window, determining at least one HR parameter based upon said first HR measure and said second HR measure, identifying an onset of the seizure event in response to determining that at least one HR parameter crosses an onset threshold, identifying an end of the seizure event in response to determining that at least one HR parameter crosses an offset threshold.

Abstract: Methods and systems for adjusting neighborhood widths of candidate heart beats, including being provided with a plurality of candidate heart beats, the candidate heart beats being associated with neighborhood widths in the time domain, and scaling the neighborhood widths, an amount of scaling being determined according to one or more previous heart rate statistics.

Abstract: Methods and systems for adjusting neighborhood widths of candidate heart beats, including being provided with a plurality of candidate heart beats, the candidate heart beats being associated with neighborhood widths in the time domain, and scaling the neighborhood widths, an amount of scaling being determined according to one or more previous heart rate statistics.

Abstract: Methods and systems for characterizing a seizure event in a patient, including determining a time of beat sequence of the patient's heart, determining a first HR measure for a first window, determining a second HR measure for a second window, wherein at least a portion of the first window occurs after the second window, determining at least one HR parameter based upon said first HR measure and said second HR measure, identifying an onset of the seizure event in response to determining that at least one HR parameter crosses an onset threshold, identifying an end of the seizure event in response to determining that at least one HR parameter crosses an offset threshold.