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1. 发明申请

US20060225003A1 Engineering design system using human interactive evaluation 审中-公开
标题翻译：工程设计系统采用人工互动评估
公开(公告)号：US20060225003A1
公开(公告)日：2006-10-05
申请号：US11099786
申请日：2005-04-05
申请人： Alice Agogino , Raffi Kamalian , Hideyuki Takagi
发明人： Alice Agogino , Raffi Kamalian , Hideyuki Takagi
IPC分类号： G06F17/50
CPC分类号： G06F17/50
摘要： A design system includes a design engine for generating designs, an evaluation process for evaluating the generated designs based on human visual inspection and/or domain knowledge, and an optimization process for pruning based at least in part on the evaluation. Generation of additional designs is performed based on optimization. Newly-generated designs are then subjected to the same iterative steps. In one embodiment a simulator is also used to evaluate the generated designs, in part, with numerically designed specification. Subjective human evaluation is used fully or at least in part of an optimization process to obtain final designs. Human visual inspection and domain knowledge is used to evaluate and rate key designs at different points in the evolution of a design.
摘要翻译：设计系统包括用于生成设计的设计引擎，用于基于人类视觉检查和/或域知识来评估生成的设计的评估过程，以及至少部分地基于评估的修剪优化过程。基于优化执行附加设计的生成。然后对新生成的设计进行相同的迭代步骤。在一个实施例中，模拟器也用于部分地通过数字设计的规范来评估所生成的设计。完全或至少部分优化过程使用主观人类评估，以获得最终设计。人类视觉检测和领域知识用于评估和评估设计演变过程中不同点的关键设计。

2. 发明授权

US6004015A Optimization adjusting method and optimization adjusting apparatus 失效
公开(公告)号：US6004015A
公开(公告)日：1999-12-21
申请号：US561708
申请日：1995-11-22
申请人： Tatsumi Watanabe , Hideyuki Takagi , Kazuaki Obara , Susumu Maruno
发明人： Tatsumi Watanabe , Hideyuki Takagi , Kazuaki Obara , Susumu Maruno
IPC分类号： G06N3/12 , G06Q10/00 , H04R25/00 , G06F15/18
CPC分类号： G06F17/505 , G06N3/126 , G06Q10/04 , H04R25/70 , G06F2217/08
摘要： At the start of a process, an information presenting section presents information expressed by a solution vector, while an auxiliary information presenting section presents information for facilitating comparative evaluation of multiple pieces of information being presented simultaneously. Based on these pieces of information, the user evaluates each solution vector. A model estimation executing section generates an evaluation model for an adjustment process from a user evaluation history, and thereafter, a model evaluation calculating section performs evaluation using the evaluation model. A fitness calculating section calculates fitness from the evaluation made by the user or by the model, and in accordance with the thus calculated fitness, a recombination operation section performs an arithmetical recombination operation. The above process is iteratively performed to carry out optimum adjustment of solution vectors.

3. 发明授权

US5696844A Outline pattern data extraction device for extracting outline pattern of a pattern distribution in a multi-dimensional feature vector space and its applications 失效
标题翻译：用于提取多维特征向量空间中的图案分布的轮廓图案的轮廓图案数据提取装置及其应用
公开(公告)号：US5696844A
公开(公告)日：1997-12-09
申请号：US249926
申请日：1994-05-26
申请人： Hideyuki Takagi
发明人： Hideyuki Takagi
IPC分类号： G06K9/48
CPC分类号： G06K9/48 , G06K2209/01
摘要： There is disclosed a pattern outline data extraction device in which plural pattern feature vectors representing patterns contained in a given pattern distribution are input, a geometric figure containing at least one feature vector on the outer periphery thereof is repeatedly generated to delete possible feature vectors contained within the geometric figure generated and an outline of the given pattern distribution is identified with feature vectors not having been deleted. An outer surface detection device and a pattern recognition device are also disclosed as applications of the pattern outline data extraction device.
摘要翻译：公开了一种模式轮廓数据提取装置，其中输入表示给定模式分布中包含的模式的多个模式特征矢量，重复产生包含在其外周上的至少一个特征向量的几何图形，以删除包含在其中的可能的特征向量生成的几何图形和给定图案分布的轮廓由未被删除的特征向量来识别。还公开了外表面检测装置和图案识别装置作为图案轮廓数据提取装置的应用。

4. 发明授权

US5168549A Inference rule determining method and inference device 失效
标题翻译：感知规则确定方法和推理装置
公开(公告)号：US5168549A
公开(公告)日：1992-12-01
申请号：US459815
申请日：1990-01-17
申请人： Hideyuki Takagi , Isao Hayashi
发明人： Hideyuki Takagi , Isao Hayashi
IPC分类号： G05B13/02 , G06N3/04 , G06N5/04 , G06N7/02
CPC分类号： G06N3/0436 , G05B13/0285 , G06N5/048 , G06N7/023 , Y10S706/90
摘要： An inference rule determining process according to the present invention sequentially determines, using a learning function of a neural network model, a membership function representing a degree which the conditions of the IF part of each inference rule is satisfied when input data is received to thereby obtain an optimal inference result without using experience rules. The inventive inference device uses an inference rule of the type "IF . . . THEN . . . " and includes a membership value determiner (1) which includes all of IF part and has a neural network; individual inference quantity determiners (21)-(2r) which correspond to the respective THEN parts of the inference rules and determine the corresponding inference quantities for the inference rules; and a final inference quantity determiner which determines these inference quantities synthetically to obtain the final results of the inference. If the individual inference quantity determiners (2) each has a neural network structure, the non-linearity of the neural network models is used to obtain the result of the inference with high inference accuracy even if an object to be inferred is non-linear.

5. 发明授权

US07343021B2 Optimum solution method, hearing aid fitting apparatus utilizing the optimum solution method, and system optimization adjusting method and apparatus 失效
标题翻译：最佳解决方法，利用最佳解决方法的助听器装配装置，以及系统优化调整方法和装置
公开(公告)号：US07343021B2
公开(公告)日：2008-03-11
申请号：US09738388
申请日：2000-12-15
申请人： Hideyuki Takagi , Masahiro Watanabe , Shinichi Sakamoto
发明人： Hideyuki Takagi , Masahiro Watanabe , Shinichi Sakamoto
IPC分类号： H04R25/00
CPC分类号： H04R25/70 , H04R25/505
摘要： A parameter writing element converts a solution vector found by an optimum solution method that determines optimum n-dimensional solution vector, based on a plurality of optimum n-dimensional solution vector candidates to an adjustment parameter values of a programmable hearing aid and writes the adjustment parameter values into a hearing aid parameter memory element of the programmable hearing aid using a sound source memory element for storing a sound source, and a sound source presenting element for presenting the sound source to the programmable hearing aid.
摘要翻译：参数写入元件将基于可编程助听器的调整参数值的多个最佳n维解向量候选确定最佳n维解向量的最优解方法找到的解向量转换，并将调整使用声源存储元件存储声源的可编程助听器的助听器参数存储元件中的参数值，以及用于将声源呈现给可编程助听器的声源呈现元件。

6. 再颁专利

USRE36823E Inference rule determining method and inference device 失效
标题翻译：推理规则确定方法和推理装置
公开(公告)号：USRE36823E
公开(公告)日：2000-08-15
申请号：US542852
申请日：1995-10-13
申请人： Hideyuki Takagi , Isao Hayashi
发明人： Hideyuki Takagi , Isao Hayashi
IPC分类号： G05B13/02 , G06N5/04 , G06N7/04 , G05B13/00
CPC分类号： G06N7/046 , G05B13/0285 , G06N5/048
摘要： An inference rule determining process according to the present invention sequentially determines, using a learning function of a neural network model, a membership function representing a degree which the conditions of the IF part of each inference rule is satisfied when input data is received to thereby obtain an optimal inference result without using experience rules. The inventive inference device uses an inference rule of the type "IF . . . THEN . . ." and includes a membership value determiner (1) which includes all of IF part and has a neural network; individual inference quantity determiners (21)-(2r) which correspond to the respective THEN parts of the inference rules and determine the corresponding inference quantities for the inference rules; and a final inference quantity determiner which determines these inference quantities synthetically to obtain the final results of the inference. If the individual inference quantity determiners (2) each has a neural network structure, the non-linearity of the neural network models is used to obtain the result of the inference with high inference accuracy even if in object to be inferred is non-linear.
摘要翻译：根据本发明的推理规则确定过程顺序地确定使用神经网络模型的学习功能，表示在接收到输入数据时满足每个推理规则的IF部分的条件的程度的隶属函数，从而获得没有使用经验规则的最佳推理结果。本发明的推理装置使用类型“IF ... THEN ...”的推理规则。并且包括隶属值确定器（1），其包括所有的IF部分并具有神经网络; 单个推理量确定器（21） - （2r），其对应于推理规则的相应THEN部分并且确定推理规则的相应推理量; 以及最终推理量确定器，其合成地确定这些推理量以获得推断的最终结果。如果个体推理量确定器（2）各具有神经网络结构，则即使在被推断的对象是非线性的，也使用神经网络模型的非线性度来获得具有高推理精度的推理结果。

7. 发明授权

US6081796A Proportion predicting system and method of making mixture 失效
标题翻译：比例预测系统和混合方法
公开(公告)号：US6081796A
公开(公告)日：2000-06-27
申请号：US875399
申请日：1997-11-07
申请人： Hideyuki Takagi , Eiji Mizutani , David M. Auslander
发明人： Hideyuki Takagi , Eiji Mizutani , David M. Auslander
IPC分类号： G01J3/46 , G06N3/08 , G06N3/12 , G06F15/00 , G06F7/00
CPC分类号： G06N3/126 , G01J3/46 , G01J3/463 , G06N3/086
摘要： A proportion predicting system for realizing a predetermined target by mixing a predetermined number of elements at a predetermined proportion. The system includes a target characteristic extractor for extracting a characteristic of the predetermined target; an evaluating means operable upon receipt of proportion vectors, which are represented by the characteristic of the predetermined target and the quantity of each of the elements, respectively, to determine fitnesses of the proportion vectors based on the extracted characteristic of the predetermined target; and a GA processor for predicting the proportion vectors on the basis of the fitnesses according to a genetic algorithm in which the quantity of each of the elements and each of the proportion vectors are represented by a gene and a chromosome, respectively. The proportion vectors, which have been predicted by the GA processor, are inputted to the evaluating means to cause the evaluating means to repeat evaluation of the proportion vectors to determine optimum proportion vectors.
摘要翻译： PCT No.PCT / US95 / 00972 Sec。 371日期：1997年11月7日 102（e）1997年11月7日日期PCT 1995年1月31日PCT PCT。公开号WO96 / 24033 日期：1996年8月8日通过以预定比例混合预定数量的元素来实现预定目标的比例预测系统。该系统包括用于提取预定目标的特征的目标特征提取器; 评估装置，在接收到由所述预定目标的特征和每个元素的数量分别表示的比例向量时可操作，以基于所提取的预定目标的特征来确定比例向量的适应度; 以及GA处理器，用于根据遗传算法基于适应度来预测比例向量，其中每个元素的量和每个比例向量的数量分别由基因和染色体表示。已经由GA处理器预测的比例向量被输入到评估装置，以使得评估装置重复评估比例向量以确定最佳比例向量。

8. 发明授权

US06922840B2 Recording medium driving apparatus including at least a turntable, a spindle motor, and a linear driving device 失效
标题翻译：记录介质驱动装置，至少包括转台，主轴电动机和线性驱动装置
公开(公告)号：US06922840B2
公开(公告)日：2005-07-26
申请号：US10415307
申请日：2002-08-29
申请人： Shigeki Fujibayashi , Hideyuki Takagi , Tomoyasu Takaoka , Isao Okuyama
发明人： Shigeki Fujibayashi , Hideyuki Takagi , Tomoyasu Takaoka , Isao Okuyama
IPC分类号： G11B21/02 , G11B7/00 , G11B7/08 , G11B7/085 , G11B7/22 , G11B17/00 , G11B17/30 , G11B21/16 , G11B21/24 , G11B25/04
CPC分类号： G11B7/082 , G11B7/08582 , G11B7/22 , G11B21/24 , G11B2007/0006
摘要： A recording medium driving apparatus can adjust the position of a linear driving means with respect to a turntable with high precision, so that a direction in which the head apparatus is moved by the linear driving means matches a predetermined radial direction with respect to a rotational center axis of the turntable. The recording medium driving apparatus includes a chassis 70, a rotating plate 63 that is rotatably provided on the chassis 70, a rotational center determining means 61 that determines the rotational center of the rotating plate 63 with respect to the chassis 70, and a rotational driving means 62 for rotating the rotating plate 63 around the rotational center. At least part of the linear driving means is fixed on the rotating plate 63 and the rotation of the rotating plate 63 by the rotational driving means 62 adjusts the direction in which the head apparatus 22 is moved by the linear driving means so as to match a predetermined radial direction with respect to a rotational center axis of the turntable 26.
摘要翻译：记录介质驱动装置可以高精度地调节线性驱动装置相对于转台的位置，使得由直线驱动装置驱动头装置的方向相对于转动中心匹配预定的径向方向旋转轴。记录介质驱动装置包括底盘70，可旋转地设置在底盘70上的旋转板63，旋转中心确定装置61，其确定旋转板63相对于底盘70的旋转中心，以及旋转驱动用于使旋转板63围绕旋转中心旋转的装置62。直线驱动装置的至少一部分被固定在旋转板63上，旋转驱动装置62的旋转板63的旋转通过直线驱动装置调节头部装置22的移动方向，从而匹配相对于转盘26的旋转中心轴线的预定径向。

9. 发明授权

US5995327A Magnetic disk device for restraining vibration of head mounting part 失效
标题翻译：用于抑制头部安装部件的振动的磁盘装置
公开(公告)号：US5995327A
公开(公告)日：1999-11-30
申请号：US979779
申请日：1997-11-26
申请人： Kazuyoshi Hanada , Toshihisa Okazaki , Satomitsu Imai , Masayuki Honchi , Hideyuki Takagi
发明人： Kazuyoshi Hanada , Toshihisa Okazaki , Satomitsu Imai , Masayuki Honchi , Hideyuki Takagi
IPC分类号： G11B21/21 , G11B5/49 , G11B21/02
CPC分类号： G11B5/4915
摘要： A magnetic disk device wherein a member having and suspension thereof a natural frequency similar to that of a head is disposed on an opposite surface of a head arm having one head mounted thereto via a suspension. The outermost shape (profile when the member is projected in a direction perpendicular to the surface of the magnetic disk) of the member having the natural frequency equal to that of the head and suspension thereof is similar to that of the head and the suspension or does not swell out from the profile of the head and the suspension. The member having the natural frequency similar to that of the head is provided to the head arm by the same device as that of the head.
摘要翻译：一种磁盘装置，其中具有其与其头部固有频率相似的固有频率的部件的部件设置在具有通过悬架安装在其上的一个头部的头臂的相对表面上。具有与头部和悬架的固有频率相等的固有频率的部件的最外形（轮廓在垂直于磁盘表面的方向上突出的轮廓）与头部和悬架的相似，或者是不会从头部和悬架的轮廓中膨胀出来。具有与头部的固有频率相似的固定频率的部件通过与头部相同的装置提供给头臂。

10. 发明授权

US5335312A Noise suppressing apparatus and its adjusting apparatus 失效
标题翻译：噪声抑制装置及其调节装置
公开(公告)号：US5335312A
公开(公告)日：1994-08-02
申请号：US940499
申请日：1992-09-04
申请人： Tsuyoshi Mekata , Hideyuki Takagi
发明人： Tsuyoshi Mekata , Hideyuki Takagi
IPC分类号： G06F15/18 , G06G7/60 , G06N3/00 , G06N99/00 , G10L11/00 , G10L15/02 , G10L15/08 , G10L15/16 , G10L15/20 , G10L21/02 , G10L3/02
CPC分类号： G10L21/0208 , G10L25/18 , G10L25/30
摘要： The adjustment of a noise suppressing apparatus inputs the voice signal with the noises being piled up in it to decide the weight coefficient of the neutral network 130 with a back propagating method so that the errors of the output signal and of the noiseless signal may become minimum, the noise suppressing apparatus where noises in a voice signal are suppressed even in a situation where the positional relation between the noise source and the voice source may often change, and noises offensive to the voice after the noise suppression may not remain, the suppressing effect is not deteriorated even if the time pattern of the input signal is varied.
摘要翻译：噪声抑制装置的调整输入噪声被堆积在其中的声音信号，以利用反向传播方式确定中立网络130的权重系数，使得输出信号和无噪声信号的误差可能变得最小即使在噪声源和语音源之间的位置关系经常变化的情况下也抑制了语音信号中的噪声的噪声抑制装置，并且噪声抑制之后噪音对噪声的抵抗可能不会被抑制，抑制效果即使输入信号的时间模式变化，也不会劣化。

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