Abstract: Systems and techniques for facilitating a deep convolutional neural network with self-transfer learning are presented. In one example, a system includes a machine learning component, a medical imaging diagnosis component and a visualization component. The machine learning component generates learned medical imaging output regarding an anatomical region based on a convolutional neural network that receives medical imaging data. The machine learning component also performs a plurality of sequential downsampling and upsampling of the medical imaging data associated with convolutional layers of the convolutional neural network. The medical imaging diagnosis component determines a classification and an associated localization for a portion of the anatomical region based on the learned medical imaging output associated with the convolutional neural network.

Abstract: A method and device for creating a hyperlink are provided. The method includes: acquiring a target document including keyword information of a hyperlink to be created; analyzing the target document by natural-language processing and determining a keyword contained in the target document based on a standard keyword corpus; determining the keyword and qualifiers preceding and following the keyword as a target keyword and determining a target path of target contents corresponding to the target keyword; and creating a hyperlink by associating the target path to with the target keyword.

Abstract: A document processing method and device are provided. The method includes: acquiring a template of a standard format document, the template including folders having a hierarchical structure, generating folder labels corresponding to the folders on the basis of the folders, acquiring a document to be processed, generating a document label of the document to be processed on the basis of the document to be processed, determining whether there is a folder label matched with the document label of the document to be processed, and associating the document to be processed with the folder corresponding to the matched folder label in a case that there is the folder label.

Abstract: The present disclosure provides, inter alia, a method of producing an outer layer material for forming into a structure and that comprises an entanglement having a hydrophobic polymer host and a hydrophilic guest, including in one embodiment the steps of: intermingling cloaked hydrophilic guest complexes with the hydrophobic host; crosslinking molecules of the guest with the guest; and performing a hydrolysis reaction.

Abstract: The present disclosure disclosures a sensor and a control method of the sensor. The sensor may include a protective housing, an optical component, a control component, an interface component, and a circuit board mounted within the protective housing. The circuit board may include a plurality of detection components, including a photosensitive detection component and a tilt angle detection component. The control method of the sensor may include determining whether the photovoltaic module operates in an angle detection range of the photosensitive detection component, and determining whether an actuation condition of the photosensitive detection component is satisfied. In response to a determination that the actuation condition of the photosensitive detection component is satisfied, the photosensitive detection component may be actuated. In response to a determination that the actuation condition of the photosensitive detection component is not satisfied, the tilt angle detection component may be actuated.

Abstract: The present disclosure provides a method and apparatus for X2 signaling. The method comprises, in a wireless communication network supporting coordinated multiple point transmission, transmitting load information from a first base station to at least one second base station via X2 signaling, wherein the load information comprises at least one item of i) a relative narrowband beam information element or ii) a relative narrowband scheduling information element. Current X2 signaling is enhanced to support coordinated multiple point transmission with non-ideal backhaul and improve interference coordination.

Abstract: Embodiments of the present disclosure disclose a resource allocation method, a base station, and a communications system. The method in the embodiments of the present disclosure includes: when a physical uplink control channel PUCCH format 2x resource needs to be allocated to user equipment UE, obtaining a multiplexing degree of a format 2x resource block RB in a current cell to which the UE belongs, determining a format 2x RB with a lowest multiplexing degree in the current cell, and when multiple format 2x RBs in the current cell have the lowest multiplexing degree, selecting one of the format 2x RBs; and allocating, to the UE, a PUCCH format 2x resource on the selected format 2x RB with the lowest multiplexing degree. The embodiments of the present disclosure ensure even UE multiplexing degrees of different format 2x RBs, reduce intersymbol interference on a PUCCH format 2x resource, and improve PUCCH demodulation performance.

Abstract: The present invention relates to the field of connectors, and in particular to an electrical connector and a fixing bending member thereof The electrical connector includes a contact with a front end being a plugging end and at least two contact mounting plates arranged left and right in parallel and extending along forward and backward directions, and further includes a fixing bending member for fixing the contact mounting plates. The fixing bending member includes a first portion for fixing onto the top of the electrical connector, a second portion for fixing at a tail portion of the electrical connector and a connecting portion connecting the first and second portions. The first portion and the second portion extend toward the same side of the connecting portion. The connecting portion is provided on the top of the electrical connector.

Abstract: A rolling member includes a rolling shaft; rolling wheels fixed to two ends of the rolling shaft, rolling surfaces of the rolling wheels being sleeved with flexible loops respectively; at least one first engagement structure provided on a rolling surface of each rolling wheel; at least one second engagement structure provided on a surface of each flexible loop facing toward the rolling surface of the rolling wheel; wherein the at least one first engagement structure engages with the at least one second engagement structure.

Abstract: The present disclosure is related to a display panel and a display device. The non-display area of the display panel includes a chip bonding area, the display area includes first and second display areas. The display area includes sub-pixels and reflective layer portions, projection of reflective layer portion corresponds to opening region of sub-pixel. The display area further includes first and second signal lines. The second signal lines are connected to the first signal lines and the chip bonding area, and each includes first and second lines. The first line is connected to the first signal lines and the chip bonding area through the second line, and arranged in the second display area and extends along a column direction. A projection of first line overlaps a projection of reflective layer portion. The second lines are arranged in the non-display area.

Abstract: A touch display panel, including a first substrate; a plurality of pixel units on first substrate and arranged in array; a touch electrode layer on first substrate, including a plurality of touch electrodes arranged in array and insulated from each other, a touch signal line layer, including a plurality of touch signal lines; a control circuit for providing touch signal to touch electrode, each touch signal line electrically connecting one touch electrode with control circuit, and each touch electrode electrically connected with at least one touch signal line; an insulation layer between touch electrode layer and touch signal line layer, including a plurality of through holes, touch electrodes electrically connected with touch signal lines via through holes; wherein distribution density of through hole is not more than 0.1 and defined as: ratio of the number of through hole to the number of pixel unit covered by one touch electrode.

Abstract: The present invention provides a method, in a first node, for performing Co MP-based resource allocation for a second node, the method comprising steps of: a. selecting at least one Co MP hypothesis from among a plurality of Co MP hypotheses based on measurement theses based on measurement information reported by a second node; b. transmitting a resource allocation request to the second node; c. receiving feedback information from the second node with response to the resource allocation request, and performing a corresponding operation. According to the method of the present embodiment, the CoMP transmission performance can be enhanced, and the second node has more freedom to select a CoMP hypothesis more suitable for the second node based on its own status.

Abstract: A communication-type thermal conduction device includes a vapor chamber, at least one heat pipe, and at least one third capillary structure. The vapor chamber has a bottom board. A first capillary structure is disposed on an inner surface of the bottom board. A second capillary structure is disposed in the heat pipe. One end portion of the heat pipe is connected to the bottom board, and the end portion has an open portion in communication with the heat pipe and the vapor chamber. The second capillary structure has a connected portion exposed by means of the open portion. The third capillary structure is connected to the first capillary structure and the connected portion, so that the first and second capillary structures are in communication with each other. Accordingly, holistic thermal conduction can be achieved, and the vapor chamber incorporating the heat pipe can provide the desired heat dissipation effect.

Abstract: The present disclosure provides an apparatus and a method for measuring a concentration of pollutants in water. A passive Q-switched fiber laser outputs an evanescent wave to a to-be-tested water sample after emitting a Q-switched pulse laser signal and transmitting it via an evanescent field fiber, and based on an evanescent wave change caused by an absorption effect of the pollutants in the to-be-tested water sample to the evanescent wave and an output repetition frequency change of the passive Q-switched fiber laser due to the evanescent wave change, outputs an output repetition frequency result of the passive Q-switched fiber laser. The method is simple; and the apparatus based on the method is simple in structure and low in cost.

Abstract: A three-dimensional heat transfer device includes a vapor chamber comprising a chamber body and a first capillary structure, and the first capillary structure being disposed in the chamber body; and a heat pipe comprising a pipe body and a second capillary structure, and the second capillary structure being disposed in the pipe body. The first capillary structure is connected to the second capillary structure by metallic bonding.

Abstract: Embodiments of the present disclosure provide a method and apparatus for multi-input multi-output MIMO communications in a wireless communication network. The method comprises: receiving, from a device, long-term precoding information for the MIMO communication, the long-term precoding information indicating a first group of beams for a first antenna polarization, and a second group of beams for a second antenna polarization (S201); receiving, from the device, short-term precoding information for use in the MIMO communication, the short-term precoding information indicating beams selected respectively from the first group of beams and the second group of beams for different antenna polarizations (S202); constructing a precoding matrix for the MIMO communication according to the long-term precoding information and short-term precoding information (S203); and transmitting data encoded according to the precoding matrix to the device (S204).

Abstract: Machine logic (for example, software) for determining a placement mode of at least one kind of objects in a multiplicity of storage areas are disclosed. A placement method includes the following operations: determining attraction factors of the multiplicity of storage areas, an attraction factor of each storage area indicating a capability that the storage area attracts attention of a customer; determining a spatial elasticity factor of the at least one kind of objects, a spatial elasticity factor of each kind of objects indicating an impact of a change of the storage areas where the kind of objects are placed on an attention degree of the kind of objects; and determining the placement mode of the objects in the multiplicity of storage areas, at least according to the attraction factors of the multiplicity of storage areas and the spatial elasticity factor of the at least one kind of objects.

Abstract: Non-naturally occurring Zymomonas strains useful for the production of 2,3-butanediol are provided.