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    DEEP CONVOLUTIONAL NEURAL NETWORK ARCHITECTURE AND SYSTEM AND METHOD FOR BUILDING THE DEEP CONVOLUTIONAL NEURAL NETWORK ARCHITECTURE
    3.
    发明申请
    DEEP CONVOLUTIONAL NEURAL NETWORK ARCHITECTURE AND SYSTEM AND METHOD FOR BUILDING THE DEEP CONVOLUTIONAL NEURAL NETWORK ARCHITECTURE 审中-公开

    公开(公告)号：US20190236440A1

    公开(公告)日：2019-08-01

    申请号：US16263874

    申请日：2019-01-31

    申请人： Pin-Han HO ,  Zhi CHEN

    发明人： Pin-Han HO ,  Zhi CHEN

    IPC分类号： G06N3/04 ,  G06N3/08 ,  G06K9/62 ,  G06F17/12

    CPC分类号： G06N3/0472 ,  G06F17/12 ,  G06K9/6267 ,  G06N3/084

    摘要： An artificial convolutional neural network is described. The network includes a plurality of pooled convolutional layers connected sequentially, each pooled convolutional layer taking an input and generating an output, each pooled convolutional layer includes: at least one convolutional layer to apply to the input at least one convolutional operation using an activation function; and a pooling layer to apply a pooling operation to the at least one convolutional layer to generate the output; a plurality of global average pooling layers each linked to the output of a respective one of the plurality of pooled convolutional layers, each global average pooling layer to apply a global average pooling operation to the output of the respective pooled convolutional layer; a terminal hidden layer to combine the outputs of the global average pooling layers; and a softmax layer to apply a softmax operation to the output of the terminal hidden layer.

    LITHIUM-ION SECONDARY BATTERY AND THE CATHODE MATERIAL THEREOF
    5.
    发明申请
    LITHIUM-ION SECONDARY BATTERY AND THE CATHODE MATERIAL THEREOF 审中-公开
    锂离子二次电池及其阴极材料

    公开(公告)号：US20130171523A1

    公开(公告)日：2013-07-04

    申请号：US13338240

    申请日：2011-12-28

    申请人： Zhi CHEN ,  Ying WANG ,  Fengguan ZHAO ,  Zilong YU ,  Yuansen XIE ,  Jianxun REN ,  Jiajai HU ,  Leimin XU

    发明人： Zhi CHEN ,  Ying WANG ,  Fengguan ZHAO ,  Zilong YU ,  Yuansen XIE ,  Jianxun REN ,  Jiajai HU ,  Leimin XU

    IPC分类号： H01M4/131 ,  H01B1/00

    CPC分类号： H01B1/08 ,  H01M4/364 ,  H01M4/525

    摘要： The present invention relates to the field of lithium-ion battery, and particularly to high-capacity cathode material, and high-energy density lithium-ion secondary battery prepared using the same. The cathode material comprises cathode active material, a binder and a conductive agent, in which the cathode active material is a compound material of lithium cobalt oxide-based active material A and nickel-based active material B pretreated before being mixed, and the mass ratio B/A of the lithium cobalt oxide-based active material A and nickel-based active material B is between 0.82 and 9. The present invention can produce a battery having both larger capacity and higher energy density, and address the problem of gas generation in the battery at high temperature.

    摘要翻译： 本发明涉及锂离子电池领域，特别涉及高容量阴极材料，以及使用该锂离子电池制备的高能量密度锂离子二次电池。 阴极材料包括阴极活性材料，粘合剂和导电剂，其中阴极活性材料是基于钴酸锂的活性材料A和在混合前预处理的镍基活性材料B的复合材料，质量比 锂钴氧化物系活性物质A和镍系活性物质B的B / A为0.82以上9以下。本发明能够生产容量大，能量密度高的电池，能够解决气体发生问题 电池在高温下。