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1. 发明授权

US09092729B2 Trim effect compensation using an artificial neural network 有权
标题翻译：使用人工神经网络修剪效果补偿
公开(公告)号：US09092729B2
公开(公告)日：2015-07-28
申请号：US14336951
申请日：2014-07-21
申请人： Greenray Industries, Inc.
发明人： John C. Esterline
IPC分类号： G06N3/02 , H03L1/02 , H03L1/04 , G06N3/00 , G06N3/08
CPC分类号： G06N3/02 , G06N3/00 , G06N3/08 , H03L1/025 , H03L1/026 , H03L1/04
摘要： Systems and methods for controlling frequency output of an electronic oscillator to compensate for effects of one or more parameters experienced by the oscillator incorporate artificial neural network processing functionality for generating correction signals. A neural network processing module includes one or more neurons which receive one or more inputs corresponding to parameters of an electronic oscillator, such as temperature and control voltage (or correction voltage). One or more sets of weights are calculated and applied to inputs to the neurons of the neural network as part of a training process, wherein the weights help shape the output of the neural network processing module. The neural network may include a linear summation module configured to provide an output signal that is at least partially based on outputs of the one or more neurons.
摘要翻译：用于控制电子振荡器的频率输出以补偿振荡器经历的一个或多个参数的影响的系统和方法包括用于产生校正信号的人造神经网络处理功能。神经网络处理模块包括一个或多个神经元，其接收与电子振荡器的参数相对应的一个或多个输入，诸如温度和控制电压（或校正电压）。计算一组或多组权重并将其应用于作为训练过程的一部分的神经网络的神经元的输入，其中权重有助于形成神经网络处理模块的输出。神经网络可以包括被配置为提供至少部分地基于一个或多个神经元的输出的输出信号的线性求和模块。

2. 发明授权

US09385653B2 Crystal oscillator with reduced acceleration sensitivity 有权
公开(公告)号：US09385653B2
公开(公告)日：2016-07-05
申请号：US14722749
申请日：2015-05-27
申请人： Greenray Industries, Inc.
发明人： Steven Fry , Wayne Bolton , John Esterline
IPC分类号： H03B5/32 , H03H9/205 , H01L41/08 , H03L1/02 , H03H9/02 , H03B5/30 , H03B5/04
CPC分类号： H03B5/32 , H01L41/08 , H03B5/04 , H03B5/30 , H03H9/02086 , H03H9/02433 , H03H9/02818 , H03H9/205 , H03L1/02 , H03L1/028
摘要： A crystal oscillator having a plurality of quartz crystals that are manufactured so that the directional orientation of the acceleration sensitivity vector is essentially the same for each crystal. This enables convenient mounting of the crystals to a circuit assembly with consistent alignment of the acceleration vectors. The crystals are aligned with the acceleration vectors in an essentially anti-parallel relationship and can be coupled to the oscillator circuit in either a series or parallel arrangement. Mounting the crystals in this manner substantially cancels the acceleration sensitivity of the composite resonator and oscillator, rendering it less sensitive to vibrational forces and shock events.

3. 发明授权

US09092730B2 Neural network frequency control and compensation of control voltage linearity 有权
标题翻译：神经网络频率控制和补偿控制电压线性度
公开(公告)号：US09092730B2
公开(公告)日：2015-07-28
申请号：US14567981
申请日：2014-12-11
申请人： Greenray Industries, Inc.
发明人： John C. Esterline , Alan Snavely
IPC分类号： G06N3/02 , G06N7/00 , G06N3/04
CPC分类号： G06N3/02 , G06N3/04 , G06N7/00 , H03L1/025 , H03L1/026 , H03L1/04
摘要： Systems and methods of using an artificial neural network processing module to compensate a control voltage and create a linear output response for an electronic oscillator to produce a target frequency. The artificial neural network processing module includes one or more neurons which receive one or more inputs corresponding to the control voltage. The artificial neural network processing module is configured to provide a correction based at least in part on the control voltage and pre-calculated DAC values. The pre-calculated DAC values are determined in part by predetermined or predefined pull ranges and linear control voltage transfer functions. The artificial neural network processing module can preferably achieve a control voltage tuning linearity better than 0.5% linearity over an entire tuning range of +−75 ppm.
摘要翻译：使用人造神经网络处理模块来补偿控制电压并为电子振荡器产生线性输出响应以产生目标频率的系统和方法。人造神经网络处理模块包括一个或多个接收对应于控制电压的一个或多个输入的神经元。人造神经网络处理模块被配置为至少部分地基于控制电压和预先计算的DAC值提供校正。预先计算的DAC值部分地由预定的或预定义的拉范围和线性控制电压传递函数确定。人造神经网络处理模块可以优选地在+ -75ppm的整个调谐范围内实现优于0.5％线性度的控制电压调谐线性度。

4. 发明授权

US08525607B2 Crystal oscillator with reduced acceleration sensitivity 有权
公开(公告)号：US08525607B2
公开(公告)日：2013-09-03
申请号：US13474361
申请日：2012-05-17
申请人： Steven Fry , Wayne Bolton , John Esterline
发明人： Steven Fry , Wayne Bolton , John Esterline
IPC分类号： H03B5/32 , H03L1/02 , H01L41/08
CPC分类号： H03B5/32 , H01L41/08 , H03B5/04 , H03B5/30 , H03H9/02086 , H03H9/02433 , H03H9/02818 , H03H9/205 , H03L1/02 , H03L1/028
摘要： A crystal oscillator having a plurality of quartz crystals that are manufactured so that the directional orientation of the acceleration sensitivity vector is essentially the same for each crystal. This enables convenient mounting of the crystals to a circuit assembly with consistent alignment of the acceleration vectors. The crystals are aligned with the acceleration vectors in an essentially anti-parallel relationship and can be coupled to the oscillator circuit in either a series or parallel arrangement. Mounting the crystals in this manner substantially cancels the acceleration sensitivity of the composite resonator and oscillator, rendering it less sensitive to vibrational forces and shock events.

5. 发明申请

US20100117750A1 CRYSTAL OSCILLATOR WITH REDUCED ACCELERATION SENSITIVITY 有权
标题翻译：具有降低加速灵敏度的晶体振荡器
公开(公告)号：US20100117750A1
公开(公告)日：2010-05-13
申请号：US12613336
申请日：2009-11-05
申请人： Steven Fry , Wayne Bolton , John Esterline
发明人： Steven Fry , Wayne Bolton , John Esterline
IPC分类号： H03B5/32
CPC分类号： H03B5/32 , H01L41/08 , H03B5/04 , H03B5/30 , H03H9/02086 , H03H9/02433 , H03H9/02818 , H03H9/205 , H03L1/02 , H03L1/028
摘要： A crystal oscillator having a plurality of quartz crystals that are manufactured so that the directional orientation of the acceleration sensitivity vector is essentially the same for each crystal. This enables convenient mounting of the crystals to a circuit assembly with consistent alignment of the acceleration vectors. The crystals are aligned with the acceleration vectors in an essentially anti-parallel relationship and can be coupled to the oscillator circuit in either a series or parallel arrangement. Mounting the crystals in this manner substantially cancels the acceleration sensitivity of the composite resonator and oscillator, rendering it less sensitive to vibrational forces and shock events.
摘要翻译：具有多个石英晶体的晶体振荡器，其制造成使得加速度灵敏度矢量的方向取向对于每个晶体基本相同。这使得能够将晶体方便地安装到具有一致的对齐加速度矢量的电路组件。晶体与基本上反并联关系的加速度矢量对准，并且可以串联或并联布置耦合到振荡器电路。以这种方式安装晶体基本上抵消了复合谐振器和振荡器的加速灵敏度，使其对振动力和冲击事件的敏感性降低。

6. 发明授权

US10069498B2 Simultaneous multi-effect oscillator compensation using piecewise interdependent polynomials 有权
公开(公告)号：US10069498B2
公开(公告)日：2018-09-04
申请号：US15608438
申请日：2017-05-30
申请人： Greenray Industries, Inc.
发明人： Jonathan George Scott
IPC分类号： H04B1/40 , H03L1/02 , H03B5/04
摘要： A packaged VCTCXO may include a crystal oscillator configured to output a signal of a particular frequency and a temperature sensor configured to measure an internal temperature of the crystal oscillator. In addition, the packaged VCTCXO may include a microcontroller configured to generate an internal control voltage signal based at least in part on the temperature and an external control voltage received by the packaged VCTCXO. Moreover, the packaged VCTCXO may include a combiner configured to combine an internal control voltage and the external control voltage to generate a control voltage. Further, the control voltage may be supplied to the crystal oscillator to cause the crystal oscillator to generate the signal of the particular frequency.

7. 发明授权

US09092726B2 Neural network frequency control 有权
标题翻译：神经网络频率控制
公开(公告)号：US09092726B2
公开(公告)日：2015-07-28
申请号：US13570563
申请日：2012-08-09
申请人： John Esterline
发明人： John Esterline
IPC分类号： G06N3/02 , H03L1/02 , H03L1/04 , G06N99/00 , G06N3/08
CPC分类号： G06N3/02 , G06N3/084 , G06N99/005 , H03L1/025 , H03L1/026 , H03L1/04
摘要： Systems and methods for controlling frequency output of an electronic oscillator to compensate for effects of a parameter experienced by the oscillator incorporate artificial neural network processing functionality for generating correction signals. A neural network processing module includes one or more neurons which receive one or more inputs corresponding to a parameter of an electronic oscillator, such as temperature. Weights are calculated and applied to inputs to the neurons of the neural network as part of a training process, wherein the weights help shape the output of the neural network processing module. The neural network may include a linear summation module configured to provide an output signal that is at least partially based on outputs of the one or more neurons.
摘要翻译：用于控制电子振荡器的频率输出以补偿振荡器所经历的参数的影响的系统和方法包括用于产生校正信号的人造神经网络处理功能。神经网络处理模块包括一个或多个神经元，其接收与诸如温度的电子振荡器的参数相对应的一个或多个输入。计算权重并将其应用于作为训练过程的一部分的神经网络的神经元的输入，其中权重有助于形成神经网络处理模块的输出。神经网络可以包括被配置为提供至少部分地基于一个或多个神经元的输出的输出信号的线性求和模块。

8. 发明申请

US20130335158A1 CRYSTAL OSCILLATOR WITH REDUCED ACCELERATION SENSITIVITY 有权
公开(公告)号：US20130335158A1
公开(公告)日：2013-12-19
申请号：US13969332
申请日：2013-08-16
申请人： Greenray Industries, Inc.
发明人： Steven Fry , Wayne Bolton , John Esterline
IPC分类号： H03B5/30
CPC分类号： H03B5/32 , H01L41/08 , H03B5/04 , H03B5/30 , H03H9/02086 , H03H9/02433 , H03H9/02818 , H03H9/205 , H03L1/02 , H03L1/028
摘要： A crystal oscillator having a plurality of quartz crystals that are manufactured so that the directional orientation of the acceleration sensitivity vector is essentially the same for each crystal. This enables convenient mounting of the crystals to a circuit assembly with consistent alignment of the acceleration vectors. The crystals are aligned with the acceleration vectors in an essentially anti-parallel relationship and can be coupled to the oscillator circuit in either a series or parallel arrangement. Mounting the crystals in this manner substantially cancels the acceleration sensitivity of the composite resonator and oscillator, rendering it less sensitive to vibrational forces and shock events.

9. 发明申请

US20130041859A1 NEURAL NETWORK FREQUENCY CONTROL 有权
标题翻译：神经网络频率控制
公开(公告)号：US20130041859A1
公开(公告)日：2013-02-14
申请号：US13570563
申请日：2012-08-09
申请人： Jonh Esterlilne
发明人： Jonh Esterlilne
IPC分类号： G06N3/08
CPC分类号： G06N3/02 , G06N3/084 , G06N99/005 , H03L1/025 , H03L1/026 , H03L1/04
摘要： Systems and methods for controlling frequency output of an electronic oscillator to compensate for effects of a parameter experienced by the oscillator incorporate artificial neural network processing functionality for generating correction signals. A neural network processing module includes one or more neurons which receive one or more inputs corresponding to a parameter of an electronic oscillator, such as temperature. Weights are calculated and applied to inputs to the neurons of the neural network as part of a training process, wherein the weights help shape the output of the neural network processing module. The neural network may include a linear summation module configured to provide an output signal that is at least partially based on outputs of the one or more neurons.
摘要翻译：用于控制电子振荡器的频率输出以补偿振荡器所经历的参数的影响的系统和方法包括用于产生校正信号的人造神经网络处理功能。神经网络处理模块包括一个或多个神经元，其接收与诸如温度的电子振荡器的参数相对应的一个或多个输入。计算权重并将其应用于作为训练过程的一部分的神经网络的神经元的输入，其中权重有助于形成神经网络处理模块的输出。神经网络可以包括被配置为提供至少部分地基于一个或多个神经元的输出的输出信号的线性求和模块。

10. 发明申请

US20120223785A1 CRYSTAL OSCILLATOR WITH REDUCED ACCELERATION SENSITIVITY 有权
标题翻译：具有降低加速灵敏度的晶体振荡器
公开(公告)号：US20120223785A1
公开(公告)日：2012-09-06
申请号：US13474361
申请日：2012-05-17
申请人： Steven Fry , Wayne Bolton , John Esterline
发明人： Steven Fry , Wayne Bolton , John Esterline
IPC分类号： H03B5/32
CPC分类号： H03B5/32 , H01L41/08 , H03B5/04 , H03B5/30 , H03H9/02086 , H03H9/02433 , H03H9/02818 , H03H9/205 , H03L1/02 , H03L1/028
摘要： A crystal oscillator having a plurality of quartz crystals that are manufactured so that the directional orientation of the acceleration sensitivity vector is essentially the same for each crystal. This enables convenient mounting of the crystals to a circuit assembly with consistent alignment of the acceleration vectors. The crystals are aligned with the acceleration vectors in an essentially anti-parallel relationship and can be coupled to the oscillator circuit in either a series or parallel arrangement. Mounting the crystals in this manner substantially cancels the acceleration sensitivity of the composite resonator and oscillator, rendering it less sensitive to vibrational forces and shock events.
摘要翻译：具有多个石英晶体的晶体振荡器，其制造成使得加速度灵敏度矢量的方向取向对于每个晶体基本相同。这使得能够将晶体方便地安装到具有一致的对齐加速度矢量的电路组件。晶体与基本上反并联关系的加速度矢量对准，并且可以串联或并联布置耦合到振荡器电路。以这种方式安装晶体基本上抵消了复合谐振器和振荡器的加速灵敏度，使其对振动力和冲击事件的敏感性降低。

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