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Fault-tolerant, Universal Adiabatic Quantum Computation

Ari Mizel

Published Mar 30, 2014• 7 citations
OpenAlex

Abstract

Quantum computation has revolutionary potential for speeding computational tasks such as factoring and simulating quantum systems, but the task of constructing a quantum computer is daunting. Adiabatic quantum computation and other ``hands-off approaches relieve the need for rapid, precise pulsing to control the system, inspiring at least one high-profile effort to realize a hands-off quantum computing device. But is hands-off incompatible with fault-tolerant? Concerted effort and many innovative ideas have not resolved this question but have instead deepened it, linking it to fundamental problems in quantum complexity theory. Here we present a hands-off approach that is provably (a) capable of scalable universal quantum computation in a non-degenerate ground state and (b) fault-tolerant against an analogue of the usual local stochastic fault model. A satisfying physical and numerical argument indicates that (c) it is also fault-tolerant against thermal excitation below a threshold temperature independent of the computation size.

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Quantum computation has revolutionary potential for speeding computational tasks such as factoring and simulating quantum systems, but the task of constructing a quantum computer is daunting. Adiabatic quantum computation and other ``hands-off approaches relieve the need for rapid, precise pulsing to control the system, inspiring at least one high-profile effort to realize a hands-off quantum computing device. But is hands-off incompatible with fault-tolerant? Concerted effort and many innovative ideas have not resolved this question but have instead deepened it, linking it to fundamental problems in quantum complexity theory. Here we present a hands-off approach that is provably (a) capable of scalable universal quantum computation in a non-degenerate ground state and (b) fault-tolerant against an analogue of the usual local stochastic fault model. A satisfying physical and numerical argument indicates that (c) it is also fault-tolerant against thermal excitation below a threshold temperature independent of the computation size.
Quantum computation has revolutionary potential for speeding algorithms and for simulating quantum systems such as molecules. We report here a quantum computer design that performs universal quantum computation within a single non-degenerate ground state protected from decohering noise by an energy gap that we argue is system-size-independent. Closely analogous to a traditional electric circuit, it substantially changes the requirements for quantum computer construction, easing measurement, timing, and heating problems. Using the standard adiabatic condition, we present evidence that this design permits "quantum concurrent processing" distributing a quantum computation among extra qubits to perform a quantum algorithm of N gates in an amount of time that scales with the square root of N. One consequence of our work is a fixed gap version of adiabatic quantum computation, which several arguments hinted could be impossible.
Abstract : That quantum computation is a realistic model of computation rests heavily upon the legs of the threshold theorem for fault-tolerant quantum computation. This theorem tells us roughly that, if noise is weak enough and quantum control is strong enough, then robust quantum computation is possible with the added overhead of using more qubits and more time spent performing quantum gates. These added resources scale efficiently with the desired accuracy of the quantum computation and yet, because a theorem is not a technology, the quantum computing community is technically far from achieving the break-even point for these methods. Here we propose revolutionary ideas in fault-tolerant quantum computing which will jump-start the building of a quantum computer. Among the threads in our approach are the construction of small scale gadgets for energetic protection of quantum information, the construction of novel and robust perturbation theory gadgets, the construction of scalable stabilizer Hamiltonians, and methods for achieving the fault-tolerant adiabatic quantum computation.
Quantumcomputation is the modern version of Schrödinger’s cat experiment. It is backed up in principle by the theory and thinking about it can make people equally uncomfortable and excited. Besides, its practical realization seems so extremely challenging that some people even doubt it is possible. On the other hand, we are nowadays much closer to realizing quantum computation and in addition, it has much more implications than Schrödinger’s original cat experiment. One of the major difficulties in realizing quantum computation is the inevitable presence of noise in realistic quantum devices which makes the direct realization of quantum computers impossible. In order to protect quantum information and quantum processes against noise, quantum error correction and fault-tolerance have been devised. Although the gap between experiments and the requirements of fault-tolerance is still daunting, the field of quantum error correction and fault-tolerance extends and influences architectural decisions from the hardware to the ideal quantum programs that we want to run. That is why it has the potential to make or break the practicality of quantum computation and a lot of research effort goes into this field. In this thesis we investigate and improve several aspects of fault-tolerant schemes and quantum error correction. We implement an experiment which validates on a small device the usefulness of fault-tolerance for quantum computation. We investigate the advantages of harnessing quantum continuous degrees of freedom present in the lab to protect discrete quantum information in a scalable way. We establish a framework to analyze the fault-tolerant properties of code deformation techniques which are versatile techniques to process quantum information protected by an error correcting code. We also present some novel code deformation techniques with the potential to increase reliability. Finally we define a new class of quantum error correcting codes, quantum pin codes, with built in capabilities for fault-tolerant quantum gates. We give some practical constructions and show some protocols with interesting parameters. The roads towards universal and fault-tolerant quantum computation are still steep but research efforts are pushing in the right directions.
Quantum computation has the potential to solve certain mathematical and physical problems faster than a classical computer. However, one of the key challenges to realizing a quantum computing device is controlling systematic errors and maintaining the coherence of the quantum state. In addition, once a scalable quantum computer is built, we must be able to fault-tolerantly communicate a quantum algorithm to the physical device. In this dissertation, we take several significant steps towards the realization of a quantum computer. We develop a framework for use with any proposed technology to map a quantum algorithm into fault-tolerant machine instructions. Within this framework, we combat errors and decoherence by introducing quantum error correction and fault tolerance into a quantum circuit. We analyze specific fault-tolerant circuitry on two general architectures, nonlocal and nearest-neighbor, to determine failure thresholds of the physical circuit components. These failure thresholds allow physicists to evaluate technology proposals. Our goal is to provide design tools, failure thresholds, and fault-tolerant constructions to combat the faultiness of quantum computation.
We provide a basic introduction of the core ideas and theory surrounding fault-tolerant quantum computation. Quantum fault-tolerance essentially refers to avoiding the uncontrollable cascade of errors caused by the interaction of quantum-bits. The presented concepts underlay the theoretical framework of large-scale quantum computation and are the driving force for many recent experimental efforts to construct small to medium sized arrays of controllable quantum bits. We examine the basic principles of redundant quantum encoding, required to protect quantum bits from errors generated from both imprecise control and environmental interactions. The novelty of this work consists in the presentation of fault-tolerance principles from a classical distributed computing perspective, as this enables a more straightforward introduction without sacrificing generality. The practicality of fault-tolerant quantum computing is analysed after introducing a metric of scalability and discussing the factors influencing it.
We examine a model of classical deterministic computing in which the ground state of the classical system is a spatial history of the computation. This model is relevant to quantum dot cellular automata as well as to recent universal adiabatic quantum computing constructions. In its most primitive form, systems constructed in this model cannot compute in an error-free manner when working at nonzero temperature. However, by exploiting a mapping between the partition function for this model and probabilistic classical circuits we are able to show that it is possible to make this model effectively error-free. We achieve this by using techniques in fault-tolerant classical computing and the result is that the system can compute effectively error-free if the temperature is below a critical temperature. We further link this model to computational complexity and show that a certain problem concerning finite temperature classical spin systems is complete for the complexity class Merlin-Arthur. This provides an interesting connection between the physical behavior of certain many-body spin systems and computational complexity.