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arXiv quant-ph/0409213quant-ph
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量子干涉的确定性事件模拟

Deterministic event-based simulation of quantum interference

K. De Raedt, H. De Raedt, K. Michielsen

摘要:

我们提出并分析了简单的确定性算法,可用于构建具有原始学习能力的机器。我们证明,这些机器的本地连接的网络可以用于执行盲分类的事件的基础上,而不存储单个事件的信息。我们还证明了这些机器的适当设计的网络表现出通常只归因于量子系统的行为。我们提出的网络,模拟量子干涉事件的基础上。特别是,我们表明,通过使用简单的几何形状和机器的学习能力,它成为可能的马赫-曾德尔干涉仪中模拟单光子干涉。由确定性学习机网络产生的干涉图样与单光子马赫-曾德尔干涉仪的量子理论结果完全一致。为了说明这些机器的网络确实能够模拟量子干涉,我们逐个事件地模拟了一个涉及两个链式马赫-曾德尔干涉仪的设置。我们还表明,在这种情况下,模拟结果符合量子理论。

英文摘要:

We propose and analyse simple deterministic algorithms that can be used to construct machines that have primitive learning capabilities. We demonstrate that locally connected networks of these machines can be used to perform blind classification on an event-by-event basis, without storing the information of the individual events. We also demonstrate that properly designed networks of these machines exhibit behavior that is usually only attributed to quantum systems. We present networks that simulate quantum interference on an event-by-event basis. In particular we show that by using simple geometry and the learning capabilities of the machines it becomes possible to simulate single-photon interference in a Mach-Zehnder interferometer. The interference pattern generated by the network of deterministic learning machines is in perfect agreement with the quantum theoretical result for the single-photon Mach-Zehnder interferometer. To illustrate that networks of these machines are indeed capable of simulating quantum interference we simulate, event-by-event, a setup involving two chained Mach-Zehnder interferometers. We show that also in this case the simulation results agree with quantum theory.

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