Preparation of Logically Labeled Pure States with Only Two Turns for Bulk Quantum Computation
Tao Xin, Liang Hao, Shi-Yao Hou, Guan-Ru Feng, and Gui-Lu Long

TL;DR
This paper introduces efficient quantum circuits for preparing pseudo-pure states in bulk quantum computation, requiring only two experiments and one ancilla spin, avoiding signal loss and structural constraints.
Contribution
It presents three novel quantum circuits for state preparation that are experimentally demonstrated, requiring minimal experiments and no gradient fields.
Findings
Successful preparation of labeled pseudo-pure states in 2-qubit NMR systems
Preparation method is independent of molecular structure
Avoids signal loss by eliminating gradient fields
Abstract
Quantum state preparation plays an equally important role with quantum operations and measurements in quantum information processing. The previous methods of preparing initial state for bulk quantum computation all have inevitable disadvantages, such as, requiring multiple experiments, causing loss of signals, or requiring molecules with restrictive structure. In this work, three kinds of quantum circuits are introduced to prepare the pseudo-pure states of () qubits in the Hilbert space of coupled spins which merely need the assist of one ancilla spin and two experiments independent of . Being without gradient fields effectively avoids the reduction of the signals. Our methods have no special requirements on the structure of the used molecules. To test these methods more comprehensively, we experimentally demonstrate the preparation of the labeled pseudo-pure states usingβ¦
| Methods | Turns | Grad fields | Ancilla qubits |
|---|---|---|---|
| Spatial Averaging | 1 | 0 | |
| Temporal Averaging | 0 | 0 | |
| Logical Labeling | 1 | 0 | |
| Cat-State | 1 | 1+ | 1 |
| LPPS-TT1(TT2) | 2 | 0 | 1 |
| LPPS-TT3 | 2 | 1 | 1 |
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsQuantum Computing Algorithms and Architecture Β· Quantum Information and Cryptography Β· Quantum and electron transport phenomena
Preparation of Logically Labeled Pure States with Only Two Turns for Bulk Quantum Computation
Tao Xin
State Key Laboratory of Low-dimensional Quantum Physics and Department of Physics, Tsinghua University, Beijing 100084, China
Tsinghua National Laboratory of Information Science and Technology, Beijing 100084, China
ββ
Liang Hao
Institute of Applied Physics and Computational Mathematics, Beijing, 100094, China
ββ
Shi-Yao Hou
Microsystem and Terahertz Research Center, China Academy of Engineering Physics, Chengdu, 610200, China
Institute of Electronic Engineering, China Academy of Engineering Physics, Mianyang, 621999, China
ββ
Guan-Ru Feng
Institute for Quantum Computing, Waterloo, Ontario, N2L 3G1, Canada
Department of Physics and Astronomy, University of Waterloo, Waterloo, Ontario, N2L 3G1, Canada
ββ
Gui-Lu Long
State Key Laboratory of Low-dimensional Quantum Physics and Department of Physics, Tsinghua University, Beijing 100084, China
Tsinghua National Laboratory of Information Science and Technology, Beijing 100084, China
The Innovative Center of Quantum Matter, Beijing 100084, China
(March 16, 2024)
Abstract
Quantum state preparation plays an equally important role with quantum operations and measurements in quantum information processing. The previous methods of preparing initial state for bulk quantum computation all have inevitable disadvantages, such as, requiring multiple experiments, causing loss of signals, or requiring molecules with restrictive structure. In this work, three kinds of quantum circuits are introduced to prepare the pseudo-pure states of () qubits in the Hilbert space of coupled spins which merely need the assist of one ancilla spin and two experiments independent of . Being without gradient fields effectively avoids the reduction of the signals. Our methods have no special requirements on the structure of the used molecules. To test these methods more comprehensively, we experimentally demonstrate the preparation of the labeled pseudo-pure states using heteronuclear 2-qubit and homonuclear 4-qubit nuclear magnetic resonance quantum information processor.
*Introduction. *β Quantum computer, based on quantum mechanics, provides the extraordinary potential to solve certain problems in faster way which are usually intractable on classical physical computer simon ; shor ; grover ; ekert ; kubinec ; Divincenzo ; bennett ; chuang , which plays an important role in quantum simulations when dealing with the special problems, such as, dirac equation and quantum relativistic effects Gerritsma ; Lamata , quantum bakers map Weinstein , chemical reactions daweic , and molecular energies Aspuru ; daweim , as well as in quantum algorithm including the algorithm for finding eigenvalues and eigenvectors Abrams and the algorithm for linear systems of equations Harrow . The effective solution of these problems further leads to numerous ways to realize quantum computers, such as, trapped ions c9 , quantum dots c10 , cavity QED c11 , silicon-based nuclear spins c12 , superconducting Josephson junctions c13 and nuclear magnetic resonance (NMR) systems c14 ; chuang1 . As a bulk quantum computer, spins in NMR are undoubtedly well-established quantum computer processor and have readily available techniques compared with the other physical implementations. Further, techniques developed from NMR are as well available in other quantum systems Gulde ; Mintert .
In bulk quantum computation, successful preparation of initial pure state, usually starting from a trivial high-mixed state which can not be the input state for quantum computing, is crucial for subsequent unitary operations and measurements of expectation values of some observables. However, the concept of pseudo-pure state (PPS) is commonly used instead of true pure state c14 . A PPS has similar behaviors to a pure state when evolving under the Hamiltonians of NMR, which is supported by the fact that the identity matrix is not observable in NMR spectroscopy and does not transform under any unitary operations. There have been a lot of methods for preparing pseudo pure states over the past decade peng ; Cory1 ; Knill ; Vandersypen ; Laflamme . These approaches may be divided into spatial averaging Cory1 , temporal averaging Knill , logical labeling Vandersypen , and cat-state method Laflamme . However, they always suffers from a number of practical disadvantages.
In this Letter, combining the properties and advantages of the temporal averaging Knill and logical labeling approaches Vandersypen , we subtly propose three kinds of methods for preparing a PPS, all of which require two experiments for a system with any number of dimensions and are applicable for both homo-nuclear and hetero-nuclear molecules. These methods can be used to prepare labeled pseudo-pure states based on two turns, which are called LPPS-TT () for short in the following. LPPS-TT1 and LPPS-TT2 methods, without using gradient fields, can be used to prepare the PPS (|0\rangle\mbox{\langle 0|}^{\otimes n}-|1\rangle\mbox{\langle 1|}^{\otimes n}) and (|0\rangle\mbox{\langle 0|}-|1\rangle\mbox{\langle 1|})\otimes|0\rangle\mbox{\langle 0|}^{\otimes(n-1)}, respectively. These methods do not result in reduction of the signals and will be an inspiring option when high signal-noise ratio is needed in large system. LPPS-TT3 using one gradient field as well realizes the preparation of the PPS (|0\rangle\mbox{\langle 0|}-|1\rangle\mbox{\langle 1|})\otimes|0\rangle\mbox{\langle 0|}^{\otimes(n-1)}, of which the quantum circuit is simpler than that of LPPS-TT2. Table 1 fully demonstrates the comparison between the existing techniques and our methods for preparing PPS from different perspectives including the number of required experiments, gradient fields, and ancilla qubits, where is an increasing function of and a subscript means the abbreviation of the method. To demonstrate the methods, we implemented them on a heteronuclear 2-spin and a homonuclear 4-spin samples in room-temperature liquid NMR. Full state tomography is further implemented on the final state after LPPS-TT processing to evaluate the quality of the prepared PPS.
*The algorithm. *β In bulk quantum computation Chuang2 ; Chuang3 , such as liquid NMR systems based on macroscopic ensembles of quantum spins, the preparation of the desired input state for quantum computing is always from a thermal equilibrium state , with the Boltzmann constant , the partition function normalization factor and the thermodynamic temperature . Under a strong magnetic field , the internal Hamiltonian of -spin system can be approximately written as () Ernst ,
[TABLE]
where are the spin operators, and are respectively the Larmour frequency and the chemical shift of the th spin with gyromagnetic ratio . is the strength of the corresponding scalar spin-spin coupling interaction. Considering that at room temperature, density matrix of the thermal equilibrium state can be approximated to
[TABLE]
where is the identity matrix. The thermal equilibrium state is a highly mixed state, so it is impossible to perfectly align the spins at room temperature, which means we do not have the ability of preparing a true pure state in room temperature liquid NMR. Fortunately, we can introduce so-called pseudo pure state or effective pure state to avoid this problem c14 , the density matrix of which is
[TABLE]
The reason that this new concept is convincing is that the big part remains unchanged and that it does not contribute to NMR spectra under any unitary operations. Hence we only focus on the deviation density matrix \Delta\rho=|0\rangle\mbox{\langle 0|}^{\otimes n} as the effective input state of quantum computing in liquid NMR. In the following, we present how to prepare such a PPS from a thermal equilibrium state via the new methods LPPS-TT in detail.
In general, we consider a system with 1/2-spins. The first spin of them is used as the ancilla qubit. The deviation density matrix of thermal equilibrium under the high temperature approximation can be described by . The methods LPPS-TT for bulk quantum computation mainly include two steps. Step one, for LPPS-TT , the thermal equilibrium state is directly used as the input state without additional operations. For LPPS-TT3 method, only the magnetization of the ancilla spin is remained as the input state which can be realized by applying a gradient field after a rotation on the work spins. Step two, we attempt to reconstruct the unitary operation for redistributings the population of , to obtain the result . Sum over the above density matrices, we will create the desired logically labeled PPS .
LPPS-TT1. The corresponding transformation is sparse zero-one matrix to redistribute the population, whose matrix can be found in Ref. sum . For instance, for a 2-spin system, the thermal equilibrium state Diag will be redistributed by to the density matrix Diag. Combining with will create the desired PPS Diag. In general, The method LPPS-TT1 steadily provides the experimentalist with a high-quality PPS (\sum_{i}^{n}\gamma_{i})(|0\rangle\mbox{\langle 0|}^{\otimes n}-|1\rangle\mbox{\langle 1|}^{\otimes n}) via the simple two-step operations for any molecules. Additionally, This method actually produces two available LPPS, a PPS |0\rangle\mbox{\langle 0|}^{\otimes n-1} in the subspace labeled by the state of the ancilla qubit, and a state |1\rangle\mbox{\langle 1|}^{\otimes n-1} labeled by the state . As shown in Fig. 1, we present a quantum circuit for realizing the transforming in quantum computing networks by decomposing into single-qubit rotations , controlled not gates, and a -qubit Toffoli gate. These gates can be further realized by single-qubit rotations and -coupling evolutions in NMR techniques. It is undoubtedly worth noting that the increasing factor of the signal is obtained at the cost of an ancilla qubit and more quantum gate operations.
LPPS-TT2(TT3). In some cases, it is more reasonable to prepare the following PPS experimentally, upto a factor, (|0\rangle\mbox{\langle 0|}-|1\rangle\mbox{\langle 1|})\otimes|0\rangle\mbox{\langle 0|}^{\otimes(n-1)}, where the and states of the ancilla spin both label the state |0\rangle\mbox{\langle 0|}^{\otimes(n-1)}. The reason lies in the fact that the signal of LPPS after a single-spin selective pulse on the ancilla spin is more identifiable in a NMR spectrum, and this labeling relationship can be actually exploited as a double-check for quantum computing. We provide two approaches LPPS-TT2 and LPPS-TT3 to realize this purpose.
Considering a 2-spin system as an example, transfers the density matrix to Diag, leading to the desired PPS Diag. While, is changed to Diag under the operation , finally, the PPS Diag is obtained. In general cases, all of there methods successfully prepare a PPS \bar{\rho}^{2}_{n}(\bar{\rho}^{3}_{n})=\gamma_{1}(|0\rangle\mbox{\langle 0|}-|1\rangle\mbox{\langle 1|})\otimes|0\rangle\mbox{\langle 0|}^{\otimes(n-1)}. The general matrices of the reconstructed and can be found in Ref. sum . Fig. 1(b) and Fig. 1(c) show available quantum circuits for realizing and , respectively. It is found that quantum circuit of is more complicated than that of when the same purpose is achieved. However, it appears that LPPS-TT3 gives more power into quantum computing in preparing the PPS, and gradient field in LPPS-TT3 can effectively destroy the undesired magnetization in - plane.
*Experiments. *β Experimentally, we consider a heteronuclear 2-spin and a homonuclear 4-spin samples in liquid NMR, in order to illustrate the basic ideas of the new methods LPPS-TT independent of the structure of the molecules. We focus on the traceless matrices, the deviation density matrices, in the whole experiments.
Hetero-nuclear 2-spin case. The physical system to demonstrate the above processings was 13C-labeled chloroform tao1 . Nuclear spins of 13C and 1H encode the ancillary qubit and the work qubit, respectively. The corresponding parameters of the measured Hamiltonian can be found in Ref. sum , such as, the chemical shifts and the J-coupling constants .
First, the natural thermal state can be straightly used as the input as state for LPPS-TT . Applying a pulse on the spin 1H followed by a gradient field creates the input state for LPPS-TT3. Second, the implementation of operations are decomposed into the following pulse sequences,
[TABLE]
where means a rotation around direction on the spin , and represents the free evolution . In principle, the controlled-not gates in Fig. 1, where qubit and respectively mean the control and target qubit, should be decomposed into the sum of the local rotations and the J-coupling evolution,
[TABLE]
We optimized the whole pulse sequence to obtain simplified pulses illustrated in equation (4). The reason why it is feasible is based on the fact that some operations do not have any influence on some traceless elements of density matrix theoretically, such as operations acting on the element . Besides, the simplified sequence usually is more robust again the imprecision of the operations than the virgin sequences.
Experimental spectra of the demonstration of the methods LPPS-TT were obtained, and Fig. 3 shows 13C spectra by applying a spin-selective pulse on the final density matrix and . The obtained spectra clearly show that the LPPS-TT1 method has a strong ability to increase the signal-noise ratio, and only one peak is visible in the methods LPPS-TT2 and LPPS-TT3. Besides, we performed two-qubit full state tomography on the states and Leskowitz ; Lee . The real part of the reconstructed density matrices are illustrated in Fig. 2, which definitely affirms that the logical labeled PPS (|00\rangle\mbox{\langle 00|}-|11\rangle\mbox{\langle 11|}) and (|00\rangle\mbox{\langle 00|}-|10\rangle\mbox{\langle 10|}) are successfully prepared via the proposed LPPS-TT methods. It is worth emphasizing that we merely reconstruct the thermal state once as the results of and because LPPS-TT1 and LPPS-TT2 are both based on the thermal state.
Homo-nuclear 4-spin case. In order to demonstrate our proposal being independent of the structure of the used molecules, we consider a homo-nuclear 4-spin system to demonstrate the methods LPPS-TT, which is 13C-labeled trans-crotonic acid dissolved in d6-acetone tao2 . The structure of the molecule is shown in Ref. sum . C1 to C4 correspondingly denote the four qubits Q1 to Q4. We decoupled the methyl group M, H1 and H2 throughout all experiments.
Similar to Hetero-nuclear 2-spin case, the natural thermal state was used as the input for LPPS-TT , and was used as the input , which was also realized by a single-selective pulse on the spins C2 to C4 followed by a gradient field. Instead of using the decomposed pulse sequence, we realize the desired operations via GRadient Ascent Pulse Engineering (GRAPE) techniques which provides a 50ms shaped-pulse width and over 99.5% fidelity Khaneja ; Ryan , because too many pulses usually lead to accumulation of the imprecision if the quantum circuits for realizing are decomposed into single-qubit rotations and the -coupling evolutions. For each density matrix and , we apply a spin-selective pulse on the spin C2 to obtain the spectra shown in Fig. 4. The corresponding spectra of the desired can be directly obtained by summing over the spectra of and , in which merely two peaks respectively labeled by the and of the ancilla spin from right to left were observed. Meanwhile, we further performed 4-qubit full state tomography on the density matrices and Leskowitz , and reconstructed them as and , with . Fig. 5 illustrates the distance between and for all methods LPPS-TT, in which the averaging fidelity is over 96.4%.
*Conclusion. *β In this work, we propose an efficient scheme LPPS-TT for preparing pseudo-pure state for bulk quantum computing. It combines the advantage of logical labeling and temporal averaging method. Compared with existing schemes of initialization which use either exponential number of turns of execution, or cause signal reduction or places restriction on the molecular structure, Our proposed methods merely use two turns of execution, irrespective the number of qubits, and have no restrictions on the molecular structure of the samples, which have greatly simplify the initialization procedure for bulk quantum computing with large number of qubits. The method LPPS-TT1 has a stronger signal, because the factor are created compared with the method LPPS-TT2(TT3) where only has a contribution for the signal. However, LPPS-TT2(TT3) has the benefit of providing a simple spectrum structure which is convenient for some quantum algorithms such as the Grover algorithm. Experimentally, we consider a heteronuclear 2-spin and a homonuclear 4-spin as examples to demonstrate the processing of preparing logical PPS via our methods. The results surely show that the desired PPS is successfully prepared with the high quality. The scheme is a general scheme and is not restricted to bulk quantum computation such as a liquid NMR. They may also be applied to other quantum computer platforms to eliminate the effects of noises by increasing the signal-noise ratio.
Acknowledgements.
Acknowledgments. T. X. and G. L. are grateful to the following funding sources: National Natural Science Foundation of China under Grants No. 11175094 and No. 91221205; National Basic Research Program of China under Grant No. 2015CB921002. S. Y. H is supported by the Science Challenge Project (SCP) under Grant No. TZ2016003-1.
Supplemental Material for
βPreparation of Logically Labeled Pure States with Only Two Turns for Bulk Quantum Computationβ
Further experimental details and results, as well as the matrix form of the operation , are provided in this Supplemental Material.
The reconstruction of β In this work, we proposed a novel framework to prepare logically labeled pure states with only two turns for bulk quantum computation. The unitary operation is reconstructed to redistribute the population of in second step, such that the desired logically labeled PPS is obtained by combining the input state in first step. It is worth emphasizing that is a sparse and structured zero-one matrix. The general forms of the reconstructed can be described as,
[TABLE]
where the empty entries are all filled with zeroes. For a 4-spin system, the matrices of are,
[TABLE]
Experimental samples βIn experiments, we have employed the sample of 13C-labeled chloroform dissolved in d6-acetone as hetero-nuclear 2-spin case. Analogously, 13C-labeled trans-crotonic acid dissolved in d6-acetone is used as a homo-nuclear 4-spin case, as indicated in the main text. In figureΒ 6 we give a pictorial representation of the molecule structure together with the values of some relevant parameters, such as, the chemical shifts and the J-coupling constants .
Full state tomography of and βIn the main text, we performed 4-qubit full state tomography on the density matrices and and reconstructed them as and via the following observable pulses,
[TABLE]
Here, , and is a identity operation. For instance, an observable pulse means the operation is applied on the reconstructed density matrix. Figure Β 7 shows the real parts of the reconstructed density matrices , and .
The reference list from the paper itself. Each links out to its DOI / PubMed record.
- 1(1) D. R. Simon, SIAM J. Comput. 26 , 1474-1483 (1997).
- 2(2) P. W. Shor, SIAM J. Comput. 26 , 1484-1509 (1997).
- 3(3) L. K. Grover, Phys. Rev. Lett. 79 , 4709-4712 (1997).
- 4(4) A. Ekert and R. Jozsa, Rev. Mod. Phys. 68 , 733-753(1996).
- 5(5) I. L. Chuang, N. Gershenfeld, and M. Kubinec, Phys. Rev. Lett. 80 , 3408-3411 (1998).
- 6(6) D. P. Divincenzo, Science 270 , 255(1995).
- 7(7) C. H. Bennett and D. P. Di Vincenzo, Nature 377 , 389(1998).
- 8(8) M. A. Nielsen and I. Chuang, Quantum Computation and Quantum Information (Cambridge University Press, Cambridge, England, 2000).
