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263 results about "Layer group" patented technology

In mathematics, a layer group is a three-dimensional extension of a wallpaper group, with reflections in the third dimension. It is a space group with a two-dimensional lattice, meaning that it is symmetric over repeats in the two lattice directions. The symmetry group at each lattice point is an axial crystallographic point group with the main axis being perpendicular to the lattice plane.

Multi-aspect deep learning expression-based image emotion classification method

The invention discloses a multi-aspect deep learning expression-based image emotion classification method. The method comprises the following steps of: (1) designing an image emotion classification model: the image emotion classification model comprises a parallel convolutional neural network model and a support vector machine classifier which is used for carrying out decision fusion on network features; (2) designing a parallel convolutional neural network structure: the parallel convolutional neural network structure comprises 5 networks with same a structure, and each network comprises 5 convolutional layer groups, a full connection layer and a softmax layer; (3) carrying out significant main body extraction and HSV format conversion on an original image; (4) training the convolutional neural network model; (5) fusing image emotion features learnt and expressed by the plurality of convolutional neural networks, and training the SVM classifier to carry out decision fusion on the image emotion features; and (6) classifying user images by using the trained image emotion classification model so as to realize image emotion classification. According to the method disclosed by the invention, the obtained image emotion classification result accords with the human emotion standard, and the judgement process is free of artificial participation, so that machine-based full-automatic image emotion classification is realized.
Owner:SOUTH CHINA UNIV OF TECH

Flexible touch control sensor and flexible touch control display device

The invention discloses a flexible touch control sensor and a flexible touch control display device. The flexible touch control sensor comprises a detection film layer group and a touch control circuit board, wherein the detection film layer group and the touch control circuit board are bound to each other. The detection film layer group is provided with a binding area. The binding area is locatedat the edge of the detection film layer group and is used for arranging a bonding pad bound with the touch control circuit board. The detection film layer group comprises a flexible base material layer; an electrode layer arranged on one side of the flexible base material layer and comprising a plurality of touch control electrodes; a supporting film layer arranged on one side, far away from theflexible base material layer, and comprising a first edge and a second edge which are oppositely arranged in a first direction, wherein the second edge is closer to the binding area relative to the first edge, and a notch is formed in the second edge. The binding are is exposed through the notch. On one hand, the wire breakage problem and the metal reflection problem of a touch control wire can beavoided. On the other hand, the manufacturing cost of the flexible touch control sensor is reduced, and the ultrathin property of the flexible touch control display device is facilitated.
Owner:SHANGHAI TIANMA MICRO ELECTRONICS CO LTD

Method for generating instruction sequence and method and device for executing neural network operation

The invention discloses a method for generating an instruction sequence and a method and a device for executing neural network operation. The method for generating the instruction sequence of the neural network comprises the following steps: acquiring attribute data of each layer of the neural network; determining at least one hierarchical group and splitting parameters thereof according to the attribute data of each layer of the neural network, the hierarchical group comprising at least one layer in the neural network, the splitting parameters comprising at least one predetermined dimension and a predetermined number of parts in to which each predetermined dimension is split; and generating an instruction sequence of the neural network according to the attribute data of each layer of theneural network and the splitting parameters of the at least one layer group. According to the embodiment of the invention, all the layers in the neural network are grouped to realize simultaneous splitting calculation of all the layers in the neural network, and under the condition that the capacity of the memory is limited, the efficiency and the processing capability of executing neural networkoperation by hardware can be improved on the premise that the hardware cost is not increased.
Owner:HORIZON ROBOTICS SHANGHAI ARTIFICIAL INTELLIGENCE TECH CO LTD

Extremely-thin flexible heat-radiation film and method for manufacturing the same

The invention, which relates to the electronic material field, discloses a flexible heat-radiation film and a method for manufacturing the same. The heat-radiation film comprises a carrier film, a protection film layer, and at least one heat radiation layer group arranged between the carrier film and the protection film layer. The heat radiation layer group includes a heat-radiation adhesive film layer for horizontal heat transferring and a heat-radiation metal film layer at least being superposed on one surface of the heat-radiation adhesive film layer ad being used for longitudinal heat transferring, so that the heat radiation layer group having bidirectional heat transferring is formed. The heat-radiation adhesive film layer is made from raw materials including magnetic high-thermal-conductivity powder and resin. For the heat-radiation metal film layer, a material source is processed by a physical means to form atoms or molecules and then the atoms or molecules are deposited on the surface of the heat-radiation adhesive film layer. According to the heat-radiation film, the operation becomes simple; and the formed film layers are light, thin and compact. The flexible heat-radiation film can be applied to various electronic products and communication equipment.
Owner:广州宏庆电子有限公司

Generation method and device of page layout file

The invention discloses a generation method and device of a page layout file. The method comprises the following steps: obtaining a target image file which comprises a plurality of layers, and the grouping information of the plurality of layers, wherein the grouping information is used for indicating a layer group to which each layer belongs, and an organizational relationship between the layer groups; and according to a layout relationship between a layout area independently corresponding to each layer group and the layout area independently corresponding to each layer group, a control attribute independently corresponding to each layer and layout information, generating a page layout file, wherein the layout area independently corresponding to each layer group is determined by the layout information of the layers independently contained in each layer group, the layout relationship between the layout areas independently corresponding to each layer group is determined by the organizational relationship between the layer groups, and the control attribute independently corresponding to each layer is appointed by an input configuration operation. The scheme can improve GUI (Graphical User Interface) development efficiency and saves development cost.
Owner:南京荣创软件技术有限公司

Two-dimensional convolution operation processing method, system and equipment and computer medium

The invention discloses a two-dimensional convolution operation processing method, system and equipment and a computer medium. The method comprises the following steps of reading to-be-calculated dataand convolution kernel operation parameters from a preset memory; calling a first matrix conversion processor to convert the to-be-calculated data into target to-be-calculated data in a matrix form,and meanwhile calling a second matrix conversion processor to convert the convolution kernel operation parameters into target convolution kernel operation parameters in the matrix form; and determining a target convolutional layer in a preset convolutional layer group, and transmitting the target to-be-calculated data and the target convolutional kernel operation parameters to the target convolutional layer, so that the target convolutional layer performs two-dimensional convolutional operation on the target to-be-calculated data and the target convolutional kernel operation parameters, and the number of the same convolutional layers in the convolutional layer group is greater than or equal to 2. According to the two-dimensional convolution operation processing method provided by the invention, the efficiency of two-dimensional convolution operation can be improved. The two-dimensional convolution operation processing system and device and the computer readable storage medium also solve the corresponding technical problems.
Owner:GUANGDONG INSPUR BIG DATA RES CO LTD
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