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Signal Amplification in a Dynamic Bistable System with Directed Topology

机译:具有指向拓扑的动态双稳态系统中的信号放大

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We proposed a method to amplify the signal in a double well system by dynamically adjusting the weight of the connections between the objective and its neighbors. This method is to increase the weights of the connections linking the objective unit with its neighbors in the different well while to decrease the weights of the connections linking the objective unit with its neighbors in the same well. This method is proved to be quite effective and efficient as only local information of a system is needed, and it can be utilized to arbitrary node as long as it has neighbors in both wells. Our theoretical analysis provides an explanation of the mechanism of this method. Moreover, we found that when extending this method by applying the dynamic adjusting strategy to all of the nodes, this method is also effective in enhancing the signal.
机译:我们提出了一种通过动态调整目标和邻居之间的连接的重量来在双井系统中放大信号的方法。该方法是增加与其邻居连接目标单元的连接的权重,同时减少将目标单元与其邻居连接的连接的重量。由于只需要系统的本地信息,因此证明该方法非常有效和有效,并且只要它在两个井中都有邻居,它可以用于任意节点。我们的理论分析提供了对该方法机制的解释。此外,我们发现,当通过将动态调整策略应用于所有节点来扩展该方法时,该方法在增强信号方面也是有效的。

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