Beijing Bayi Space Lcd Technology Co., Ltd

International Business Machines Corporation

Chinese Academy of Sciences

Lenovo (beijing) Limited

Xin Wei

Tianmeng Jiang

Shihong Chu

Haiguang Chen

Maoxian Chen

Lin Zhang

Qinghua Li

Huiqiang Tian

Jin Yuan

Yunpeng Guo

Xuehui Su

Wei Li

Lei Yu

Xiang Chen

Xiaowei Li

Shenghua Xi

Hang Lu

Xinying Wang

Disclosed embodiments relate to a convolutional neural network computing method and system based on weight kneading, comprising: arranging original weights in a computation sequence and aligning by bit to obtain a weight matrix, removing slack bits in the weight matrix, allowing essential bits in each column of the weight matrix to fill the vacancies according to the computation sequence to obtain an intermediate matrix, removing null rows in the intermediate matrix, obtain a kneading matrix, wherein each row of the kneading matrix serves as a kneading weight; obtaining positional information of the activation corresponding to each bit of the kneading weight; divides the kneading weight by bit into multiple weight segments, processing summation of the weight segments and the corresponding activations according to the positional information, and sending a processing result to an adder tree to obtain an output feature map by means of executing shift-and-add on the processing result.

Convolutional neural network computing method and system based on weight kneading

Disclosed are a polymer-stabilized liquid crystal composition and the use thereof. The composition comprises one or two polymerizable compounds represented by general formula I: (I), and further comprises a negative dielectric anisotropy liquid crystal composition, wherein the negative dielectric anisotropy liquid crystal composition has a dielectric anisotropy of Δε≤−1.5; and the added amount of the polymerizable compound(s) represented by general formula I is 0.1-0.5% of the total mass of the negative dielectric anisotropy liquid crystal composition. A polymer film formed after the polymerization of the provided liquid crystal composition containing the polymerizable compound(s) has a very good uniformity, such that the problem of liquid crystal displays having poor display can be improved. Moreover, an alignment film formed after the polymerization of the polymerizable liquid crystal composition has an excellent alignment force, and can improve residual image problems caused by an insufficient alignment force in a PSVA liquid crystal display. The provided liquid crystal composition containing the polymerizable compound(s) can realize an adjustable response speed, and can in turn meet the requirements of different technical process conditions.

Polymer-stabilized liquid crystal composition and use thereof

An electronic apparatus includes a body including a containing cavity, a separation component arranged at the containing cavity to divide the containing cavity into a first cavity and a second cavity, a heat generation assembly arranged at the first cavity, and an air guide component arrange at the second cavity to drive airflow at the second cavity to dissipate the heat of the heat generation assembly through the separation component, wherein the second cavity is configured as an air duct of the electronic apparatus.

Electronic apparatus

A liquid crystal composition and use thereof in the liquid crystal display field. The liquid crystal composition includes, in percentages by weight, 5-40% of one or more compounds represented by general formula I, 2-30% of one or more compounds represented by general formula II, and 20-70% of one or more compounds represented by general formula III, and may further include 4-30% of one or more compounds represented by general formula IV and/or 5-25% of one or more compounds represented by general formulas V to IX. The combined use of the above-mentioned compounds can effectively reduce the rotational viscosity of the liquid crystal composition, improve related properties of the mixed liquid crystal, and thus reduce the response time thereof. The liquid crystal composition can be used for a fast-response liquid display in a variety of display modes.

Liquid crystal composition and application thereof

The present invention relates to the technical field of liquid crystal displays, and particularly relates to a liquid crystal composition containing a 2-methyl-3,4,5-trifluorobenzene liquid crystal compound and use thereof, wherein the liquid crystal composition of the present invention comprises, in percentages by weight, 1-50% of one or more compounds represented by general formula I and 10-70% of one or more compounds represented by general formula II, and may further comprise 0-30% of compounds represented by general formula III and/or 6-45% of one or more compounds represented by general formulas IV to XIII. The liquid crystal composition provided by the present invention has a low rotational viscosity and a large elastic constant, is presented as having a shorter response time, and can significantly improve the display effect of a liquid crystal display when applied to TN, IPS and FFS mode displays.

Liquid crystal composition containing 2-methyl-3,4,5-trifluorobenzene liquid crystal compound and application thereof

An Email processing method and system comprising in response to obtaining an Email, parsing contents of the Email to obtain an Email subject identifier of the Email, at least one new interaction record, and interaction information corresponding to the at least one new interaction record; determining whether there is a merged Email, which has a merge Email subject identifier matching a subject identifier of the Email, and conforms to a predefined interaction content structure comprising at least one interaction record divided by interaction relationship of contents; and in response to that the determination result is yes, merging the at least one new interaction record of the Email into the merged Email to generate a new merged Email based on the interaction information corresponding to the at least one new interaction record.

Method and system for email processing

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Beijing, China

Xin Wei