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公开(公告)号:US20150112908A1
公开(公告)日:2015-04-23
申请号:US14056856
申请日:2013-10-17
Applicant: QUALCOMM Incorporated
Inventor: Anthony SARAH , Robert Howard KIMBALL , Brian SPINAR
IPC: G06N3/08
Abstract: A method for dynamically modifying synaptic delays in a neural network includes initializing a delay parameter and operating the neural network. The method further includes dynamically updating the delay parameter based on a program which is based on a statement including the delay parameter.
Abstract translation: 用于动态修改神经网络中的突触延迟的方法包括初始化延迟参数并操作神经网络。 该方法还包括基于基于包括延迟参数的语句的程序来动态地更新延迟参数。
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公开(公告)号:US20150100529A1
公开(公告)日:2015-04-09
申请号:US14085740
申请日:2013-11-20
Applicant: QUALCOMM INCORPORATED
IPC: G06N3/08
Abstract: A method of generating executable code for a target platform in a neural network includes receiving a spiking neural network description. The method also includes receiving platform-specific instructions for one or more target platforms. Further, the method includes, generating executable code for the target platform(s) based on the platform-specific instructions and the network description.
Abstract translation: 在神经网络中为目标平台生成可执行代码的方法包括接收尖峰神经网络描述。 该方法还包括接收针对一个或多个目标平台的平台特定指令。 此外,该方法包括:基于特定于平台的指令和网络描述,为目标平台生成可执行代码。
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公开(公告)号:US20150095273A1
公开(公告)日:2015-04-02
申请号:US14066599
申请日:2013-10-29
Applicant: QUALCOMM Incorporated
Inventor: Anthony SARAH , Robert Howard KIMBALL
Abstract: A method for improving neural dynamics includes obtaining prototypical neuron dynamics. The method also includes modifying parameters of a neuron model so that the neuron model matches the prototypical neuron dynamics. The neuron dynamics comprise membrane voltages and/or spike timing.
Abstract translation: 改进神经动力学的方法包括获得原型神经元动力学。 该方法还包括修改神经元模型的参数,使得神经元模型与原型神经元动力学匹配。 神经元动力学包括膜电压和/或尖峰定时。
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