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11. 发明申请

US20080154816A1 ARTIFICIAL NEURAL NETWORK WITH ADAPTABLE INFINITE-LOGIC NODES 审中-公开
标题翻译：具有适应性无限逻辑语言的人工神经网络
公开(公告)号：US20080154816A1
公开(公告)日：2008-06-26
申请号：US11554724
申请日：2006-10-31
申请人： Weimin Xiao , Magdi A. Mohamed
发明人： Weimin Xiao , Magdi A. Mohamed
IPC分类号： G06F15/18 , G06N3/02
CPC分类号： G06N3/02
摘要： An Artificial Neural Network (110) includes a hidden layer (209) of distance metric computer nodes (210, 214, 218) that evaluate distances of a input vector from metric space centers, an additional layer of adaptable infinite logic aggregators (236, 240, 244) that combine the per-unit distance output values by the distance metric computer nodes (210, 214, 218) using adaptable infinite logic. In certain embodiments the adaptable infinite logic aggregators include veracity signal pre-processors (602, 702) that can be configured to make inferences in a continuum from positive to negative including no inference from each distance and infinite logic connective signal processors (604, 702) that can implement a continuum of functions covering the range of fuzzy logic union operators, fuzzy logic intersection operators, and all linear and nonlinear averaging operators between them. Control parameters (e.g., αi, βi, λA, λD, wi) of the distance metric computer nodes and adaptable infinite logic aggregators can be determined by direct search optimization, using training data.
摘要翻译：人造神经网络（110）包括评估来自度量空间中心的输入向量的距离的距离度量计算机节点（210,214,218）的隐藏层（209），附加的适应性无限逻辑聚合器层（236,240），244），其使用适应性无限逻辑将每单位距离输出值与所述距离度量计算机节点（210,214,218）组合。在某些实施例中，适应性无限逻辑聚合器包括真实性信号预处理器（602,702），其可以被配置为在从正到负的连续体中进行推断，包括不包括每个距离的推理和无限逻辑连接信号处理器（604,702）可以实现覆盖模糊逻辑联合运算符，模糊逻辑交集运算符以及它们之间的所有线性和非线性平均算子的范围的连续函数。控制参数（例如，α1，λ2，λ1，N 2，N 2，可以通过使用训练数据的直接搜索优化来确定距离度量计算机节点和适应性无限逻辑聚合器的。

12. 发明申请

US20080101705A1 SYSTEM FOR PATTERN RECOGNITION WITH Q-METRICS 审中-公开
标题翻译：使用Q-METRICS进行模式识别的系统
公开(公告)号：US20080101705A1
公开(公告)日：2008-05-01
申请号：US11554643
申请日：2006-10-31
申请人： Magdi A. Mohamed , Weimin Xiao
发明人： Magdi A. Mohamed , Weimin Xiao
IPC分类号： G06K9/62
CPC分类号： G06K9/6272 , G06K9/00885
摘要： A pattern recognition system (100, 900, 1202, 1300) includes a configurable distance metric evaluator (112, 600, 1204). The configurable distance metric evaluator (112, 600, 1204) is adaptable, via a configuration parameter to better match distributions of feature vectors within classifications and clusters and moreover to better match boundaries between feature vector subspaces associated with different classifications or clusters, and therefore provides for reduced pattern recognition errors.
摘要翻译：模式识别系统（100,900,1202,1300）包括可配置的距离度量评估器（112,600,1204）。可配置距离度量评估器（112,600,1204）可以通过配置参数来适应，以更好地匹配分类和聚类内的特征向量的分布，并且还能更好地匹配与不同分类或簇相关联的特征向量子空间之间的边界，并因此提供用于减少模式识别错误。

13. 发明申请

US20080307399A1 GENE EXPRESSION PROGRAMMING BASED ON HIDDEN MARKOV MODELS 有权
标题翻译：基于隐马尔可夫模型的基因表达编程
公开(公告)号：US20080307399A1
公开(公告)日：2008-12-11
申请号：US11758083
申请日：2007-06-05
申请人： Chi Zhou , Magdi A. Mohamed , Weimin Xiao
发明人： Chi Zhou , Magdi A. Mohamed , Weimin Xiao
IPC分类号： G06F9/45
CPC分类号： G06N3/126
摘要： Computer programs (600, 700, 800, 900, 1000) and a programmed computer (1100) for automatically generating computer programs (i.e. sequences of instructions) are provided. The computer programs (600, 700, 800, 900, 1000) use Hidden Markov Models (400, 500) to generate sequences of program tokens, e.g., Gene Expression Programming chromosomes (100). Parameters of the Hidden Markov Models (400, 500) are numerically optimized, for example, by Differential Evolution with a goal of increasing the fitness of automatically generated programs.
摘要翻译：提供了用于自动生成计算机程序（即指令序列）的计算机程序（600,700,800,900,1000）和用于自动生成计算机程序的编程计算机（1100）。计算机程序（600,700,800,900,1000）使用隐马尔可夫模型（400,500）来产生程序令牌序列，例如基因表达编程染色体（100）。隐马尔科夫模型（400,500）的参数通过数字优化，例如，通过差分进化，目标是增加自动生成的程序的适应度。

14. 发明申请

US20080155270A1 METHOD AND APPARATUS FOR NONLINEAR SIGNAL AND DATA AGGREGATION 失效
标题翻译：非线性信号和数据聚合的方法和装置
公开(公告)号：US20080155270A1
公开(公告)日：2008-06-26
申请号：US11554674
申请日：2006-10-31
申请人： Magdi A. Mohamed , Weimin Xiao
发明人： Magdi A. Mohamed , Weimin Xiao
IPC分类号： G06F12/14
CPC分类号： G06N3/063 , G06N3/0427
摘要： A method (1500) and apparatus (700, 2300, 2400) for aggregating two or more input signals with a versatile reconfigurable signal aggregator. The aggregator (700, 2300, 2400) is reconfigured by adjusting a control signal λ, and can emulate a range of union type signal aggregators, a range of intersection type signal aggregators, and a continuum of functions between the two, including a signal averager. The versatility of the aggregator (700, 2300, 2400) allows systems in which the aggregator (700, 2300, 2400) is incorporated to be highly adaptable, and thereby fosters improved machine learning.
摘要翻译：一种用于通过通用可重构信号聚合器聚合两个或多个输入信号的方法（1500）和装置（700,2300,400）。通过调整控制信号λ来重新配置聚合器（700,2300,400），并且可以模拟联合类型信号聚合器的范围，交点类型信号聚合器的范围以及两者之间的连续函数，包括信号平均器。聚合器（700,2300,400）的多功能性允许将聚合器（700,2300,400）并入的系统高度适应，从而促进改进的机器学习。

15. 发明授权

US07613758B2 Method for optimization of Q-Filter kernel parameters 有权
标题翻译： Q-Filter内核参数优化方法
公开(公告)号：US07613758B2
公开(公告)日：2009-11-03
申请号：US11179104
申请日：2005-07-12
申请人： Weimin Xiao , Magdi A. Mohamed
发明人： Weimin Xiao , Magdi A. Mohamed
IPC分类号： G06F17/10
CPC分类号： H03H17/0261 , H03H17/0294
摘要： A Q-Filter is a reconfigurable technique that performs a continuum of linear and nonlinear filtering operations. It is modeled by unique mathematical structure, utilizing a function called the Q-Measure, defined using a set of adjustable kernel parameters to enable efficient hardware and software implementations of a variety of useful, new and conventional, filtering operations. The Q-Measure is based on an extension of the well-known Sugeno λ-Measure. In order to optimize the Q-Filter kernel parameters, the value of an error function is minimized. The error function is based on difference between the filtered signal and target signal, with the target signal being a desired result of filtering.
摘要翻译： Q滤波器是一种可重构技术，可执行线性和非线性滤波操作的连续性。它由独特的数学结构建模，利用称为Q-Measure的功能，使用一组可调内核参数定义，以实现各种有用的，新的和常规的过滤操作的高效硬件和软件实现。 Q-Measure基于着名的Sugeno lambda-Measure的扩展。为了优化Q-Filter内核参数，误差函数的值被最小化。误差函数基于滤波信号和目标信号之间的差异，目标信号是期望的滤波结果。

16. 发明申请

US20080103701A1 AUTOMATIC SIGNAL PROCESSOR DESIGN SOFTWARE SYSTEM 审中-公开
标题翻译：自动信号处理器设计软件系统
公开(公告)号：US20080103701A1
公开(公告)日：2008-05-01
申请号：US11554651
申请日：2006-10-31
申请人： Weimin Xiao , Di-An Hong , Magdi A. Mohamed , Chi Zhou
发明人： Weimin Xiao , Di-An Hong , Magdi A. Mohamed , Chi Zhou
IPC分类号： G06F19/00 , G06F15/18
CPC分类号： G06N3/126
摘要： Software (100, 600, 1000, 1100) for automatically designing and optimizing signal processing networks (e.g., 200, 700, 800, 900) is provided. The software use genetic programming e.g., gene expression programming in combination with numerical optimization, e.g., a hybrid differential evolution/genetic algorithm numerical optimization to design and optimize signal processing networks. According to certain embodiments signal processing elements (1500, 1800) the character of which is qualitatively changed by changing configuration parameters are used in designing and optimizing the signal processing
摘要翻译：提供了用于自动设计和优化信号处理网络（例如，200,700,800,900）的软件（100,600,1000,1100）。软件使用遗传编程，例如基因表达编程与数值优化结合，例如混合差分进化/遗传算法数值优化来设计和优化信号处理网络。根据某些实施例，通过改变配置参数来定性地改变其特性的信号处理元件（1500,1800）用于设计和优化信号处理

17. 发明授权

US07117128B2 Method and apparatus for digital signal filtering 失效
标题翻译：数字信号滤波方法和装置
公开(公告)号：US07117128B2
公开(公告)日：2006-10-03
申请号：US10854836
申请日：2004-05-27
申请人： Magdi A. Mohamed , Weimin Xiao
发明人： Magdi A. Mohamed , Weimin Xiao
IPC分类号： G06F15/00
CPC分类号： G06K9/36 , G06K9/6288 , H03H17/0261 , H03H2017/0072 , H03H2222/02
摘要： A Q-Filter is a reconfigurable technique that performs a continuum of linear and nonlinear filtering operations. It is modeled by unique mathematical structure, utilizing a function called the Q-Measure, defined using a set of adjustable kernel parameters to enable efficient hardware and software implementations of a variety of useful, new and conventional, filtering operations. The Q-Measure is is based on an extension of the well-known Sugeno λ-Measure.
摘要翻译： Q滤波器是一种可重构技术，可执行线性和非线性滤波操作的连续性。它由独特的数学结构建模，利用称为Q-Measure的功能，使用一组可调内核参数定义，以实现各种有用的，新的和常规的过滤操作的高效硬件和软件实现。 Q-Measure是基于着名的Sugeno lambda-Measure的扩展。

18. 发明申请

US20100287273A1 SYSTEM AND METHOD FOR DIRECTING COMMUNICATIONS WITHIN A HETEROGENEOUS NETWORK ENVIRONMENT 审中-公开
标题翻译：在异构网络环境中指挥通信的系统和方法
公开(公告)号：US20100287273A1
公开(公告)日：2010-11-11
申请号：US12435921
申请日：2009-05-05
申请人： Irfan Nasir , Lih-Tyng Hwang , Magdi A. Mohamed , Aroon V. Tungare
发明人： Irfan Nasir , Lih-Tyng Hwang , Magdi A. Mohamed , Aroon V. Tungare
IPC分类号： G06F15/173 , H04B7/26
CPC分类号： H04W48/18 , H04W88/06 , Y02D70/142 , Y02D70/144 , Y02D70/162 , Y02D70/164
摘要： Disclosed is a communications device that monitors the status of its communications links. When more than one communications link is available, an “appropriate” link is selected for use by an application running on the device. The links are continually monitored, and, as circumstances change, the link selection can also change. In some embodiments, a link is “appropriate” when it is available to transfer data and when it satisfies certain “hard” rules set by the application or by a user of the communications device. Some embodiments monitor the behaviour of the communications device and of its user and capture that behaviour in “soft” rules that are applied when selecting an appropriate link and when the hard rules leave the choice open. When multiple links transmit on the same frequency, they may be supported “virtually simultaneously” by time-slicing the actual data transmissions. Unneeded links may be shut down to save battery power.
摘要翻译：公开了一种监视其通信链路的状态的通信设备。当有多个通信链路可用时，选择“适当”链接以供在设备上运行的应用程序使用。链接被不断监视，随着情况的变化，链接选择也可以改变。在一些实施例中，当链路可用于传输数据时以及当它满足由应用或由通信设备的用户设置的某些“硬”规则时，链路是“适当的”。一些实施例监视通信设备及其用户的行为，并且在选择适当链接时应用的“软”规则捕获该行为以及当硬规则离开选择时是否被打开。当多个链路在相同频率上传输时，可以通过对实际的数据传输进行时间分片来“虚拟地同时地”支持它们。可能关闭不需要的链接以节省电池电量。

19. 发明申请

US20080255996A1 System and Method for Exchanging Assets in a Network 审中-公开
标题翻译：网络资产交换系统和方法
公开(公告)号：US20080255996A1
公开(公告)日：2008-10-16
申请号：US11734461
申请日：2007-04-12
申请人： Magdi A. Mohamed , Iwona Turlik , George T. Valliath
发明人： Magdi A. Mohamed , Iwona Turlik , George T. Valliath
IPC分类号： G06Q30/00
CPC分类号： G06Q30/06 , G06Q50/188
摘要： A first negotiation (142) is performed between a first agent (112) and a second agent (122). Responsive to the outcome of the first negotiation (142), a first asset is selectively purchased from the second agent (122). A second negotiation (148) is performed with a third agent (136), and, responsive to the outcome of the second negotiation (148), a second asset controlled by the first agent (112) is selectively sold to the third agent (136).
摘要翻译：在第一代理（112）和第二代理（122）之间执行第一协商（142）。响应于首次谈判的结果（142），从第二代理（122）选择性地购买第一资产。第二协商（148）与第三代理（136）执行，并且响应于第二协商（148）的结果，由第一代理（112）控制的第二资产被选择性地卖给第三代理（136））。

20. 发明授权

US06925438B2 Method and apparatus for providing an animated display with translated speech 有权
标题翻译：用于提供具有翻译语音的动画显示的方法和装置
公开(公告)号：US06925438B2
公开(公告)日：2005-08-02
申请号：US10266222
申请日：2002-10-08
申请人： Magdi A. Mohamed , Mark A. Tarlton , George T. Valliath
发明人： Magdi A. Mohamed , Mark A. Tarlton , George T. Valliath
IPC分类号： G10L21/06
CPC分类号： G10L21/06 , G10L2021/105
摘要： A first language to second language translator (11) converts text comprising a message in a first language into text representing that message in a second language. A text to speech transducer (12) then synthesizes an audiblized version of the text in the second language. An animated display driver (14) creates a corresponding display (15) of an image (16) that includes a mouth (17) that moves appropriately and synchronously with respect to the audiblized second language. In other embodiments, other facial features can be animated as well. Such animation can be random and unrelated to the appearance of the original speaker. Or, such animation can accurately represent at least some alterations to facial features of the original speaker while speaking. In some embodiments, the facial features can be altered by correlating specific detected alterations with specific corresponding substantive content in the original message and the translated text.
摘要翻译：第二语言翻译器（11）的第一语言将包含第一语言的消息的文本转换为以第二语言表示该消息的文本。文本到语音传感器（12）然后合成第二语言的文本的可听化版本。动画显示驱动器（14）创建图像（16）的对应显示器（15），该显示器包括相对于可听到的第二语言适当地和同步地移动的口部（17）。在其他实施例中，其他面部特征也可以被动画化。这样的动画可以是随机的，与原始扬声器的外观无关。或者，这样的动画可以在说话时准确地代表原始说话者的面部特征的至少一些改变。在一些实施例中，可以通过将特定检测到的改变与原始消息和翻译文本中的特定对应实质内容相关联来改变面部特征。

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