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51. 发明申请

US20130138589A1 EXPLOITING SPARSENESS IN TRAINING DEEP NEURAL NETWORKS 有权
标题翻译：培训深层神经网络中的开发空间
公开(公告)号：US20130138589A1
公开(公告)日：2013-05-30
申请号：US13305741
申请日：2011-11-28
申请人： Dong Yu , Li Deng , Frank Torsten Bernd Seide , Gang Li
发明人： Dong Yu , Li Deng , Frank Torsten Bernd Seide , Gang Li
IPC分类号： G06N3/08
CPC分类号： G06N3/08
摘要： Deep Neural Network (DNN) training technique embodiments are presented that train a DNN while exploiting the sparseness of non-zero hidden layer interconnection weight values. Generally, a fully connected DNN is initially trained by sweeping through a full training set a number of times. Then, for the most part, only the interconnections whose weight magnitudes exceed a minimum weight threshold are considered in further training. This minimum weight threshold can be established as a value that results in only a prescribed maximum number of interconnections being considered when setting interconnection weight values via an error back-propagation procedure during the training. It is noted that the continued DNN training tends to converge much faster than the initial training.
摘要翻译：提出了深层神经网络（DNN）训练技术实施例，其训练DNN，同时利用非零隐藏层互连权重值的稀疏性。通常，完全连接的DNN最初通过遍历完整的训练集多次进行训练。那么，在大多数情况下，只有重量大小超过最小重量阈值的互连在进一步的训练中被考虑。该最小权重阈值可以被建立为在训练期间通过错误反向传播过程设置互连权重值时仅考虑规定的最大数量的互连的值。值得注意的是，继续进行的DNN训练往往比初始训练快得多。

52. 发明授权

US08438710B2 Method of manufacturing a structure with an integrated circuit and a silicon condenser microphone mounted on a single substrate 有权
标题翻译：制造具有集成电路的结构的方法和安装在单个基板上的硅电容麦克风
公开(公告)号：US08438710B2
公开(公告)日：2013-05-14
申请号：US12538869
申请日：2009-08-11
申请人： Gang Li
发明人： Gang Li
IPC分类号： H01G7/00
CPC分类号： H04R31/00 , H04R1/04 , H04R19/005 , Y10T29/435 , Y10T29/49002 , Y10T29/49005 , Y10T29/4908
摘要： A structure with an integrated circuit (IC) and a silicon condenser microphone mounted thereon includes a substrate having a first area and a second area. The IC is fabricated on the first area in order to form a conducting layer and an insulation layer. Both the conducting layer and the insulation layer further extend to the second area. The insulation layer is removed under low temperature in order to expose the conducting layer on which the silicon condenser microphone is fabricated. The silicon condenser microphone includes a first film layer, a connecting layer and a second film layer under a condition that the connecting layer connects the first and the second film layers. The first film layer and the second film layer act as two electrodes of a variable capacitance.
摘要翻译：安装有集成电路（IC）和硅电容麦克风的结构包括具有第一区域和第二区域的基板。为了形成导电层和绝缘层，在第一区域上制造IC。导电层和绝缘层都进一步延伸到第二区域。在低温下去除绝缘层，以便露出其上制造硅电容麦克风的导电层。在连接层连接第一和第二膜层的条件下，硅电容传声器包括第一膜层，连接层和第二膜层。第一膜层和第二膜层用作可变电容的两个电极。

53. 发明申请

US20130070967A1 MOTION ANALYSIS THROUGH GEOMETRY CORRECTION AND WARPING 有权
标题翻译：运动分析通过几何校正和加温
公开(公告)号：US20130070967A1
公开(公告)日：2013-03-21
申请号：US13584887
申请日：2012-08-14
申请人： Yakup Genc , Gang Li , Clifford Hatcher
发明人： Yakup Genc , Gang Li , Clifford Hatcher
IPC分类号： G06K9/78
CPC分类号： G06T7/20 , G06T2207/10016 , G06T2207/30164
摘要： An object in a hot atmosphere with a temperature greater than 400 F in a gas turbine moves in a 3D space. The movement may include a vibrational movement. The movement includes a rotational movement about an axis and a translational movement along the axis. Images of the object are recorded with a camera, which may be a high-speed camera. The object s provided with a pattern that is tracked in images. Warpings of sub-patches in a reference image of the object are determined to form standard format warped areas. The warpings are applied piece-wise to areas in following images to create corrected images. Standard tracking such as SSD tracking is applied to the piece-wise corrected images to determine a movement of the object. The image correction and object tracking are performed by a processor.
摘要翻译：在燃气轮机中温度高于400°F的热气氛中的物体在3D空间中移动。运动可以包括振动运动。运动包括围绕轴的旋转运动和沿着轴的平移运动。用相机拍摄物体的图像，摄像机可能是高速摄像机。对象被提供有在图像中跟踪的图案。确定对象的参考图像中的子补丁的变形以形成标准格式的扭曲区域。将经线分段应用于以下图像中的区域以产生校正图像。诸如SSD跟踪的标准跟踪被应用于分段校正图像以确定对象的移动。图像校正和对象跟踪由处理器执行。

54. 发明授权

US08399546B2 Flame retardant thermoplastic compositions having EMI shielding 有权
标题翻译：具有EMI屏蔽的阻燃热塑性组合物
公开(公告)号：US08399546B2
公开(公告)日：2013-03-19
申请号：US11619686
申请日：2007-01-04
申请人： Gang Li , Thomas Ebeling , Monica M. Marugan , Zhaohui Qu , Srinivas Siripurapu , David Xiangping Zou
发明人： Gang Li , Thomas Ebeling , Monica M. Marugan , Zhaohui Qu , Srinivas Siripurapu , David Xiangping Zou
IPC分类号： C08K5/523
CPC分类号： C08L69/00 , C08K5/523 , C08K7/06 , C08L51/00 , C08L55/02 , C08L83/10 , C08L2666/02 , C08L83/00
摘要： A flame retardant thermoplastic composition having excellent physical properties that includes 20 to 90 wt. % of a polycarbonate resin; from 1 to 35 wt. % of an impact modifier; from 0.5 to 30 wt. % of a polysiloxane-polycarbonate copolymer including from 8 to 30 wt. % polydimethylsiloxane units or the equivalent molar amount of other diorganosiloxane units; from 0.5 to 20 wt. % of a phosphorus-containing flame retardant, and from 3 to 30 wt. % of metal fiber, each based on the total combined weight of the thermoplastic composition, exclusive of any filler. In one embodiment, a molded sample of the thermoplastic composition having a thickness of 3.0 mm (±10%) has an EMI shielding of at least 20 dB. In addition, a molded sample of the thermoplastic composition is capable of achieving UL94 V0 or V1 rating at a thickness of 1.5 mm (±10%). The compositions are useful in forming flame retardant articles having EMI shielding characteristics.
摘要翻译：具有优异物理性能的阻燃热塑性组合物，其包含20〜90重量％％的聚碳酸酯树脂; 1至35wt。％抗冲改性剂; 0.5至30wt。％的聚硅氧烷 - 聚碳酸酯共聚物，其包含8至30重量％％的聚二甲基硅氧烷单元或等摩尔量的其它二有机硅氧烷单元; 0.5至20wt。％的含磷阻燃剂，和3〜30wt。％的金属纤维，各自基于热塑性组合物的总组合重量，不包括任何填料。在一个实施方案中，厚度为3.0mm（±10％）的热塑性组合物的模塑样品具有至少20dB的EMI屏蔽。此外，热塑性组合物的模塑样品能够达到1.5mm（±10％）厚度的UL94V0或V1等级。该组合物可用于形成具有EMI屏蔽特性的阻燃制品。

55. 发明申请

US20120152010A1 Apparatus and Measuring Stress in a Subterranean Formation 有权
标题翻译：地下地层中的装置和测量应力
公开(公告)号：US20120152010A1
公开(公告)日：2012-06-21
申请号：US13392301
申请日：2009-08-31
申请人： Gang Li , Kenneth E. Williams
发明人： Gang Li , Kenneth E. Williams
IPC分类号： E21B49/00 , G01V5/00
CPC分类号： E21B49/006 , E21B47/0006
摘要： A method and apparatus for determining a stress field in a subterranean formation include deploying a stress measurement tool on a tubular string, opening at least three fractures in three different radial directions in the subterranean formation, and closing the at least three fractures. The at least three fractures are reopened while measuring stress and strain conditions. From the reopening, a tangential stress component for each of the at least three fractures is determined. From the tangential stress components and radial directions of the at least three fractures, the stress field of the subterranean formation is determined.
摘要翻译：用于确定地下地层中的应力场的方法和装置包括在管柱上布置应力测量工具，在地层中开三个不同径向方向的至少三个裂缝，并闭合至少三个裂缝。在测量应力和应变条件的同时重新打开至少三个裂缝。从重新开始，确定至少三个裂缝中的每一个的切向应力分量。根据至少三个裂缝的切向应力分量和径向方向，确定地层的应力场。

56. 外观设计

USD647478S1 Rotor core for an electric motor 有权
标题翻译：电动机转子芯
公开(公告)号：USD647478S1
公开(公告)日：2011-10-25
申请号：US29389349
申请日：2011-04-11
申请人： Mao Xiong Jiang , James Ching Sik Lau , Gang Li , Ke Lin Zhou , Hong Min Wei , Tao Zhang
设计人： Mao Xiong Jiang , James Ching Sik Lau , Gang Li , Ke Lin Zhou , Hong Min Wei , Tao Zhang

57. 发明申请

US20100018581A1 LARGE AREA SOLAR CELL 审中-公开
标题翻译：大面积太阳能电池
公开(公告)号：US20100018581A1
公开(公告)日：2010-01-28
申请号：US12179387
申请日：2008-07-24
申请人： Vishal Shrotriya , Casey Irvin , Gang Li , Yang Yang
发明人： Vishal Shrotriya , Casey Irvin , Gang Li , Yang Yang
IPC分类号： H01L31/0352
CPC分类号： H01L51/445 , H01L27/302 , Y02E10/549 , Y10T29/49002
摘要： A polymer solar cell has an anode, cathode and an active layer. The anode has a surface area larger than the cathode. On the anode, in the area with no cathode, is a conducting element in electrical contact with the anode, having a higher conductivity than the anode and substantially surrounding the cathode in order to minimize the distance between any two points on the cathode and the conducting element. The conducting element allows electrons to travel a shorter distance in the anode and through a higher conducting path to an electrical contact.
摘要翻译：聚合物太阳能电池具有阳极，阴极和有源层。阳极的表面积大于阴极。在阳极上，在没有阴极的区域中，是与阳极电接触的导电元件，具有比阳极更高的导电性并且基本上围绕阴极，以便最小化阴极上任何两个点之间的距离和导电元件。导电元件允许电子在阳极中行进更短的距离，并通过较高的导电路径行进到电接触。

58. 发明申请

US20090275556A1 Aryl sulfonamides useful as inhibitors of chemokine receptor activity 失效
公开(公告)号：US20090275556A1
公开(公告)日：2009-11-05
申请号：US12229818
申请日：2008-08-27
申请人： Mingshi Dai , Bing Guan , Roert A. Bennett , Douglas F. Burdi , Shomir Ghosh , Gang Li , Charles Minor , Tracy J. Jenkins
发明人： Mingshi Dai , Bing Guan , Roert A. Bennett , Douglas F. Burdi , Shomir Ghosh , Gang Li , Charles Minor , Tracy J. Jenkins
IPC分类号： A61K31/397 , C07C311/14 , A61K31/18 , C07D209/04 , A61K31/4035 , C07D295/00 , A61K31/495 , C07D213/02 , A61K31/44 , C07D211/06 , A61P29/00 , A61K31/4545 , C07D413/02 , A61K31/5377 , C07D239/24 , A61K31/506 , C07D401/02 , A61K31/496
CPC分类号： C07C311/46 , C07C311/37 , C07C311/47 , C07C335/16 , C07C2601/08 , C07C2601/14 , C07C2602/10 , C07D207/14 , C07D207/26 , C07D207/27 , C07D209/48 , C07D211/28 , C07D211/56 , C07D211/58 , C07D211/60 , C07D211/62 , C07D213/42 , C07D213/76 , C07D213/81 , C07D295/12 , C07D295/13 , C07D295/26 , C07D307/54 , C07D307/68 , C07D309/08 , C07D309/14 , C07D401/04 , C07D401/06 , C07D401/12 , C07D401/14 , C07D405/12 , C07D407/12 , C07D413/04 , C07D413/06 , C07D413/12 , C07D413/14 , C07D451/04
摘要： The present invention provides compounds of general formula I: or a pharmaceutically acceptable salt thereof, wherein R1, X, Z, R2, X1, Ar, n, R3 and R4 are defined generally and in subsets herein. Compounds of the invention are inhibitors of CCR8 and accordingly are useful for the treatment of a variety of inflammatory and allergic disorders.

59. 发明授权

US07565610B2 System and method providing detailed network object performance information to locate root cause 有权
标题翻译：系统和方法提供详细的网络对象性能信息来定位根本原因
公开(公告)号：US07565610B2
公开(公告)日：2009-07-21
申请号：US10869807
申请日：2004-06-16
申请人： Gang Li , Lee W. Sapiro
发明人： Gang Li , Lee W. Sapiro
IPC分类号： G06F15/177 , G06F15/173
CPC分类号： H04L43/00 , H04L41/22 , H04L41/5035 , H04L43/045 , H04L43/067 , H04L43/0852 , H04L43/16 , Y10S715/969
摘要： A method and apparatus displays time-based performance information for network objects to facilitate identification of a root cause of one or more triggers.
摘要翻译：方法和装置显示网络对象的基于时间的性能信息，以便于识别一个或多个触发器的根本原因。

60. 发明申请

US20090059831A1 METHOD OF COMMUNICATING A MULTI-USER PACKET TO A GROUP OF USERS 审中-公开
标题翻译：将多用户分组传送给一组用户的方法
公开(公告)号：US20090059831A1
公开(公告)日：2009-03-05
申请号：US11846016
申请日：2007-08-28
申请人： Gang Li , Ming Lu , Martin H. Meyers
发明人： Gang Li , Ming Lu , Martin H. Meyers
IPC分类号： H04J3/24
CPC分类号： H04W72/005 , H04W4/10 , H04W76/45
摘要： A disclosed method of communicating includes using a group identifier within a multi-user packet (MUP) to indicate at least one packet within the MUP is intended for a plurality of members of a group corresponding to the group identifier. In a disclosed example, the group identifier comprises a group MAC identifier that is included in a header of the MUP. Mobile stations receiving the MUP process the MUP to determine whether any individual user identifier or any group MAC identifier within the MUP indicates that an associated packet is intended for that mobile station. If so, the mobile station proceeds to process the associated packet or packets from within the MUP.
摘要翻译：所公开的通信方法包括使用多用户分组（MUP）内的组标识符来指示MUP内的至少一个分组旨在用于与组标识符相对应的组的多个成员。在公开的示例中，组标识符包括包括在MUP的报头中的组MAC标识符。接收MUP的移动站处理MUP以确定MUP内的任何个人用户标识符还是任何组MAC标识符指示相关联的分组是针对该移动台的。如果是这样，则移动站继续处理来自MUP内的关联的分组或分组。

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