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    • 91. 发明申请
    • Ionic liquid thin layer sensor for electrochemical and/or piezoelectric measurements
    • 用于电化学和/或压电测量的离子液体薄层传感器
    • US20090293590A1
    • 2009-12-03
    • US12387600
    • 2009-05-05
    • Xiangqun ZengLei YuYue HuangAndrew J. Mason
    • Xiangqun ZengLei YuYue HuangAndrew J. Mason
    • G01N29/02
    • G01N29/036G01N27/026G01N27/4162G01N29/022G01N2291/0256G01N2291/0426
    • An electrochemical piezoelectric sensor is disclosed. The sensor includes a piezoelectric substrate, three (or more) electrodes over a first surface of the substrate, and another electrode over a second (opposing) surface of the substrate. An ionic liquid in the form of a film is adhered, bound, immobilized, or otherwise positioned over the substrate and electrodes of the first surface. The ionic liquid film permits the absorption and detection of analytes from a gaseous sample, for environmental gases, example explosive vapors and/or explosive vapor species in the gaseous sample. Detection (optionally including analyte quantitation and qualitative identification) can be performed by both electrochemical and piezoelectric techniques using a single sensor. Systems incorporating and methods of using the electrochemical piezoelectric sensor also are disclosed.
    • 公开了一种电化学压电传感器。 传感器包括压电衬底,在衬底的第一表面上方的三个(或更多个)电极,以及位于衬底的第二(相对))表面上的另一个电极。 膜形式的离子液体被粘附,结合,固定或以其它方式定位在第一表面的基底和电极上。 离子液体膜允许从气态样品中吸收和检测分析物,用于气态样品中的环境气体,例如爆炸性蒸气和/或爆炸性气体物质。 可以通过使用单个传感器的电化学和压电技术来执行检测(可选地包括分析物定量和定性鉴定)。 还公开了使用电化学压电传感器的系统和方法。
    • 97. 发明授权
    • Optimal filtering by neural networks with range extenders and/or reducers
    • 通过范围扩展器和/或减速器的神经网络进行最优滤波
    • US5649065A
    • 1997-07-15
    • US104488
    • 1993-08-09
    • James Ting-Ho LoLei Yu
    • James Ting-Ho LoLei Yu
    • H03H17/02H03H21/00G06F15/18
    • H03H17/0255H03H21/0012H03H17/0223H03H2222/04
    • A method and apparatus is provided for processing a measurement process to estimate a signal process, even if the signal and/or measurement processes have large and/or expanding ranges. The method synthesizes training data comprising realizations of the signal and measurement processes into a primary filter for estimating the signal process and, if required, an ancillary filter for providing the primary filter's estimation error statistics. The primary and ancillary filters each comprise an artificial recurrent neural network (RNN) and at least one range extender or reducer. Their implementation results in the filtering apparatus. Many types of range extender and reducer are disclosed, which have different degrees of effectiveness and computational cost. For a neural filter under design, range extenders and/or reducers are selected from those types jointly with the architecture of the RNN in consideration of the filtering accuracy, the RNN size and the computational cost of each selected range extender and reducer so as to maximize the cost effectiveness of the neural filter. The aforementioned synthesis is performed through training RNNs together with range extenders and/or reducers.
    • 提供了一种用于处理测量过程以估计信号处理的方法和装置,即使信号和/或测量过程具有大的和/或扩展的范围。 该方法将包括信号和测量过程的实现的训练数据合成到用于估计信号处理的主滤波器中,并且如果需要,将辅助滤波器合成以提供初级滤波器的估计误差统计。 主要和辅助过滤器各自包括人造复发神经网络(RNN)和至少一个范围扩展器或减速器。 它们的实现导致了过滤装置。 公开了许多类型的扩展器和减速器,其具有不同程度的有效性和计算成本。 对于设计中的神经滤波器,考虑到滤波精度,RNN尺寸和每个选定范围扩展器和减速器的计算成本,从这些类型中选择范围扩展器和/或减速器,从而使RNN的架构最大化 神经滤波器的成本效益。 上述合成通过与范围扩展器和/或减速器一起训练RNN来执行。
    • 100. 发明申请
    • Portable oral irrigator
    • US20210059801A1
    • 2021-03-04
    • US17095778
    • 2020-11-12
    • Lei Yu
    • Lei Yu
    • A61C17/02
    • A portable oral irrigator includes a nozzle, a handle, an outer water container and an inner water container. The nozzle is at an upper end of the portable oral irrigator. The handle is below the nozzle. The outer water container is below the handle. The inner water container is below the outer water container. A sealing ring is at a bottom of the inner water container for sealing the inner water container. An annular silicone sealing member is at a joining portion of the outer water container and the inner water container. A gasket is between the outer water container and the handle. An air passable silicone seal is on the gasket. With provision of the air passable silicone seal, a raised bottom of the air passable silicone seal contracts to close its cross-shaped opening due to water pressure in the outer water container, thereby preventing leakage.