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    • 3. 发明授权
    • Learning procedure for multi-level neural network
    • 多级神经网络学习程序
    • US5870728A
    • 1999-02-09
    • US906169
    • 1997-08-05
    • Youtaro YatsuzukaMasaru Enomoto
    • Youtaro YatsuzukaMasaru Enomoto
    • G06N3/063G06N3/08G06F15/18
    • G06N3/08G06N3/063
    • A reiterative learning procedure with training and test processes for a binary supervised neural network includes at least an error signal generator for weighting factor updating in the training process, which generates an error signal that is perturbed in polarity and amplitude in the difference derived by subtracting an output unit signal from corresponding binary teacher signal and then generates the difference as an error signal after a maximum absolute value of differences among erroneous binary output signals has become smaller than a threshold once. A training signal memory stores a set of training signals and adds test signals providing erroneous binary output signals that are transferred from a test signal memory in the test process to the set of training input signals as incremental training input signals. An affordable signal memory stores input signals with sufficiently large margins providing correct binary output signals that are transferred from the training signal memory in the training process and the test signal memory in the test process. The reiterative learning procedure, with minimum necessary training and test input signals and control of the error perturbation in the training process, can provide a binary space to obtain a desired binary output, and also realizes an extremely high generalization ability.
    • 具有二进制监督神经网络的训练和测试过程的重复学习过程至少包括用于在训练过程中加权因子更新的误差信号发生器,其产生在通过减去一个 输出单元信号,然后在错误的二进制输出信号之间的差异的最大绝对值变得小于阈值一次之后,生成差分作为误差信号。 训练信号存储器存储一组训练信号,并且添加测试信号,该测试信号提供从测试过程中的测试信号存储器传送到作为增量训练输入信号的训练输入信号组的错误二进制输出信号。 廉价的信号存储器存储具有足够大的余量的输入信号,提供在训练过程中从训练信号存储器传送的正确的二进制输出信号和测试过程中的测试信号存储器。 重复学习过程,具有最少必要的训练和测试输入信号以及训练过程中误差扰动的控制,可以提供二进制空间来获得所需的二进制输出,并且实现极高的泛化能力。
    • 4. 发明授权
    • Spectrophotometer
    • 分光光度计
    • US5276499A
    • 1994-01-04
    • US591936
    • 1990-10-02
    • Sadao MinakawaMasaru EnomotoMasaya Kojima
    • Sadao MinakawaMasaru EnomotoMasaya Kojima
    • G01J3/42G01J3/28G01J3/32
    • G01J3/28
    • A spectrophotometer which takes out monochromatic lights from lights from light sources by using spectroscopes and transmits the monochromatic lights through a sample and detects the transmitted lights by sensors includes a plurality of dispersing elements in the spectroscope which bear the dispersion of different wavelength ranges or a plurality of sensors which bear the detection of different wavelength ranges in order to widen a measurement wavelength range; and means for correcting the difference between measured values obtained when the different dispersing elements were used or the difference between measured values obtained when the different sensors were used at one wavelength in overlap wavelength regions between different wavelength ranges so as to be set to zero.
    • 一种分光光度计,其通过使用分光器从光源的光中取出单色光并将单色光透过样品并通过传感器检测透射光包括分散器中的多个分散元件,其分散有不同波长范围或多个 的传感器,其具有不同波长范围的检测,以便扩大测量波长范围; 以及用于校正当使用不同分散元件时获得的测量值之间的差异的差异或当在不同波长范围之间的重叠波长区域中使用不同传感器在一个波长处获得的测量值之间的差异,以便被设置为零的装置。
    • 5. 发明授权
    • Process for producing high impact styrene resin by continuous bulk
polymerization
    • 通过连续本体聚合生产高冲击苯乙烯树脂的方法
    • US4952627A
    • 1990-08-28
    • US209958
    • 1988-06-22
    • Tsuyoshi MoritaMasaru EnomotoKyotaro Shimazu
    • Tsuyoshi MoritaMasaru EnomotoKyotaro Shimazu
    • B01J19/24C08F2/02C08F279/02
    • B01J19/242C08F279/02B01J2219/00103B01J2219/00112B01J2219/00184Y02P20/582
    • In a process for producing a high impact styrene resin by continuously polymerizing a styrene monomer in bulk in the presence of a rubbery polymer, the improvement whereina polymerization line is used which is comprised of an initial-stage polymerization line (II) following a material feed line (I) and consisting of one or more tubular reactors having fixedly set therein a plurality of mixing elements having no moving parts, a main polymerization line (III) following the initial-stage polymerization line (II) and consisting of one or more tubular reactors having fixedly set therein a plurality of mixing elements having no moving parts, and a recycle line (IV) which branches between the initial-stage polymerization line (II) and the main polymerization line (III) and returns to the initial-stage polymerization line (II), anda minor part or a major part of a flow of the initial-stage polymer solution leaving the initial-stage polymerization line (II) is recycled through the recycle line (IV) while the remaining non-recycled initial-stage polymer flow is polymerized in the main polymerization line (II).
    • 在通过在橡胶状聚合物的存在下本体连续聚合苯乙烯单体的高冲击性苯乙烯树脂的制造方法中,使用由在初始阶段聚合线(II)之后的材料构成的聚合线 进料管线(I)并由一个或多个管式反应器组成,其中固定地设置有多个没有运动部件的混合元件,在初始阶段聚合管线(II)之后的主要聚合线(III)并由一个或多个 管状反应器固定设置有多个不具有运动部分的混合元件,以及在初级聚合线(II)和主聚合线(III)之间分支并返回到初始阶段的再循环管线(IV) 聚合线(II)和离开初始阶段聚合线(II)的初始阶段聚合物溶液的一小部分或大部分流动通过再循环线 e(IV),而在主聚合线(II)中聚合剩余的未回收的初级聚合物流。