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Finding critical states of enhanced memory capacity in attractive cold bosons

机译:在有吸引力的寒冷玻色子中找到增强的内存容量的关键状态

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摘要

Abstract We discuss a class of quantum theories which exhibit a sharply increased memory storage capacity due to emergent gapless degrees of freedom. Their realization, both theoretical and experimental, is of great interest. On the one hand, such systems are motivated from a quantum information point of view. On the other hand, they can provide a framework for simulating systems with enhanced capacity of pattern storage, such as black holes and neural networks. In this paper, we develop an analytic method that enables us to find critical states with increased storage capabilities in a generic system of cold bosons with weak attractive interactions. The enhancement of memory capacity arises when the occupation number N of certain modes reaches a critical level. Such modes, via negative energy couplings, assist others in becoming effectively gapless. This leads to degenerate microstates labeled by the occupation numbers of the nearly-gapless modes. In the limit of large N, they become exactly gapless and their decoherence time diverges. In this way, a system becomes an ideal storer of quantum information. We demonstrate our method on a prototype model of N attractive cold bosons contained in a one-dimensional box with Dirichlet boundary conditions. Although we limit ourselves to a truncated system, we observe a rich structure of quantum phases with a critical point of enhanced memory capacity.
机译:摘要我们讨论了一类Quantum理论,这表现出由于出现的高度无比自由度而略有增加的内存存储容量。他们的实现,理论和实验都是非常兴趣的。一方面,这种系统来自量子信息的观点。另一方面,它们可以为模拟系统的框架提供增强的模式存储容量,例如黑洞和神经网络。在本文中,我们开发了一种分析方法,使我们能够在寒冷玻色子的通用系统中找到具有增加的储存能力的关键状态,具有薄弱的互动。当某些模式的占用Number n达到临界水平时,会产生内存容量的增强。通过负能耦合,这种模式辅助其他方式在变得有效的无效。这导致通过近无间隙模式的占据数标记的简并进行堕落的微溶液。在大的n的极限中,它们变得完全是无形的,并且它们的脱机时间发散。以这种方式,系统成为量子信息的理想存储器。我们展示了我们在具有Dirichlet边界条件的一维盒中包含的N有吸引力冷磁石的原型模型的方法。虽然我们将自己限制在一个截断的系统中,但我们观察了丰富的量子阶段结构,临界积分增强了内存容量。

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