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1. 发明授权

US06363369B1 Dynamic synapse for signal processing in neural networks 失效
标题翻译：神经网络中信号处理的动态突触
公开(公告)号：US06363369B1
公开(公告)日：2002-03-26
申请号：US09096678
申请日：1998-06-11
申请人： Jim-Shih Liaw , Theodore W. Berger
发明人： Jim-Shih Liaw , Theodore W. Berger
IPC分类号： G06N304
CPC分类号： G06N3/049
摘要： An information processing system having signal processors that are interconnected by processing junctions that simulate and extend biological neural networks. Each processing junction receives signals from one signal processor and generates a new signal to another signal processor. The response of each processing junction is determined by internal junction processes and is continuously changed with temporal variation in the received signal. Different processing junctions connected to receive a common signal from a signal processor respond differently to produce different signals to downstream signal processors. This transforms a temporal pattern of a signal train of spikes into a spatio-temporal pattern of junction events and provides an exponential computational power to signal processors. Each signal processing junction can receive a feedback signal from a downstream signal processor so that an internal junction process can be adjusted to learn certain characteristics embedded in received signals.
摘要翻译：具有信号处理器的信息处理系统，其通过处理模拟和扩展生物神经网络的连接点相互连接。每个处理结从一个信号处理器接收信号，并向另一个信号处理器产生一个新信号。每个处理结的响应由内部连接处理确定，并且随着接收信号的时间变化而不断变化。连接以从信号处理器接收公共信号的不同处理结点响应不同，以向下行信号处理器产生不同的信号。这将尖峰的信号序列的时间模式转换成结事件的时空模式，并向信号处理器提供指数计算能力。每个信号处理结可以从下游信号处理器接收反馈信号，使得可以调整内部连接处理以学习嵌入在接收信号中的某些特性。

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