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Noise-based logic: Binary, multi-valued, or fuzzy, with optional superposition of logic states

机译:基于噪声的逻辑:二进制,多值或模糊,可选   逻辑状态的叠加

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摘要

A new type of deterministic (non-probabilistic) computer logic systeminspired by the stochasticity of brain signals is shown. The distinct valuesare represented by independent stochastic processes: independent voltage (orcurrent) noises. The orthogonality of these processes provides a natural way toconstruct binary or multi-valued logic circuitry with arbitrary number N oflogic values by using analog circuitry. Moreover, the logic values on a singlewire can be made a (weighted) superposition of the N distinct logic values.Fuzzy logic is also naturally represented by a two-component superpositionwithin the binary case (N=2). Error propagation and accumulation aresuppressed. Other relevant advantages are reduced energy dissipation andleakage current problems, and robustness against circuit noise and backgroundnoises such as 1/f, Johnson, shot and crosstalk noise. Variability problems arealso nonexistent because the logic value is an AC signal. A similar logicsystem can be built with orthogonal sinusoidal signals (different frequency ororthogonal phase) however that has an extra 1/N type slowdown compared to thenoise-based logic system with increasing number of N furthermore it is lessrobust against time delay effects than the noise-based counterpart.
机译:显示了一种新型的确定性(非概率)计算机逻辑系统,该系统受脑信号的随机性启发。不同的值由独立的随机过程表示:独立的电压(或电流)噪声。这些过程的正交性提供了一种自然的方式,可以通过使用模拟电路来构造具有任意数量N个逻辑值的二进制或多值逻辑电路。此外,单线逻辑值可以使N个不同的逻辑值(加权)叠加。在二元情况下,模糊逻辑自然也由两分量叠加表示(N = 2)。错误传播和累积得到抑制。其他相关优势包括减少能量耗散和漏电流问题,以及抵抗电路噪声和背景噪声(例如1 / f,Johnson,散粒和串扰噪声)的稳定性。由于逻辑值为交流信号,因此也不存在可变性问题。可以使用正交正弦信号(不同频率的正交相位)构建类似的逻辑系统,但是与基于噪声的逻辑系统相比,具有额外的1 / N型减速,其中N的数量不断增加,此外,它对时间延迟的影响比对噪声的鲁棒性更低。基础的对应对象。

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    Kish, Laszlo B.;

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  • 年度 2008
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