Topological Transition in a Non-Hermitian Quantum Walk

Topological Transition in a Non-Hermitian Quantum Walk

M. S. Rudner and L. S. Levitov Department of Physics, Massachusetts Institute of Technology, 77 Massachusetts Ave, Cambridge, MA 02139
Kavli Institute for Theoretical Physics, University of California, Santa Barbara, CA 93106

We analyze a quantum walk on a bipartite one-dimensional lattice, in which the particle can decay whenever it visits one of the two sublattices. The corresponding non-Hermitian tight-binding problem with a complex potential for the decaying sites exhibits two different phases, distinguished by a winding number defined in terms of the Bloch eigenstates in the Brillouin zone. We find that the mean displacement of a particle initially localized on one of the non-decaying sites can be expressed in terms of the winding number, and is therefore quantized as an integer, changing from zero to one at the critical point. This problem can serve as a simplified model for nuclear spin pumping in the spin-blockaded electron transport regime of quantum dots in the presence of competing hyperfine and spin-orbital interactions. The predicted transition from pumping to non-pumping is topological in nature, and is hence robust against certain types of noise and decoherence.

A quantum system is said to exhibit a topological transition when it features several phases, characterized by a topological invariant that takes on different quantized values in each of these phases Fradkin (). A classic example of a topological transition occurs in the quantized Hall effect, which can be linked to the Chern invariant HallConductance (), defined in terms of the system’s single-particle wavefunctions with quasi-periodic boundary conditions. Because the Hall conductance is proportional to the Chern invariant, and because quantization of the latter is of a topological nature, the quantized Hall effect is universal across samples of varying size, shape, or composition, and is robust against many types of disorder. Another example of a similar nature is encountered in adiabatic transport AdiabaticTransport ().

Here we present a model exhibiting a new type of topological transition in a system described by a non-Hermitian Hamiltonian. We consider a quantum walk on a bipartite one-dimensional (1D) lattice, from which the “walker” (particle) can decay whenever it resides on the sites of one of the sublattices (see Fig.1a). Due to hopping between sites, a particle initially localized on any of the non-decaying sites at time will eventually decay from the system as .

Surprisingly, we find that the average displacement of the particle during the course of its decay, , is exactly quantized as an integer (0 or 1 unit cells), where is the probability distribution for decay from different sites (see Fig.1c). As in the case of the quantum Hall conductance, this quantization results from an underlying topological structure; in this case it is the winding number of the relative phase between two components of the Bloch wave function. Using the topological origin of this phenomenon, we are able to show that the quantization is insensitive to parameters and is robust against certain types of noise and decoherence.

In recent years, non-Hermitian quantum mechanics in one dimension has found applications to a variety of different problems, such as vortex matterHatano96 (), quantum chaosEfetov97 (), random lasersBeenakker96 (), population biologyShnerb98 (), and others (see Ref.Feinberg97 () and references therein). Much of the interest in these 1D problems was triggered by the idea that an Anderson localization transition can occur in disordered transport with an imaginary vector potentialHatano96 (). In contrast, our problem is translationally invariant; the transition results from competition between two processes, intracell and intercell hopping, which occur with amplitudes and (see Fig.1a).

Figure 1: Setup of the model. a) Each unit cell contains two sites (open circles) and (filled circles), with each -site connected to an external decay channel. Intracell (wavy lines) and intercell (straight lines) tunneling occur with amplitudes and , respectively. b) Energies of the and sites. Due to decay, the -site energy obtains an imaginary part, . c) Schematic distribution of local decay probabilities used to calculate the displacement (3).

In this paper, our motivation is to provide a simple model of nuclear spin pumping in spin-blockaded double quantum dots OnoTarucha (); Koppens (); Pfund () in the presence of competing effects of the hyperfine and spin-orbital interactions, as in Ref.Pfund (). In the DC transport regime, an electron, first loaded into a triplet spin state , makes a transition to a singlet spin state , which is broadened due to its coupling to the drain lead RudnerDNP () (see Fig.1b). Such transitions require an electron spin-flip, which can be mediated by either the hyperfine interaction or the spin-orbital interaction, denoted in Fig.1 by the amplitudes and , respectively. The hyperfine process is accompanied by a change of the -projection of nuclear spin, for an -state of the type , whereas for the spin-orbital process . Without loss of generality, here we focus on the case of transport through a state, pictured in Fig.1. The resulting coherent dynamics in the combined Hilbert space of electron and nuclear degrees of freedom is thus described by a quantum walk like that shown in Fig.1a. The topological transition, which is accompanied by the formation of a non-decaying dark state, leads to a prediction of threshold-like pumping of nuclear polarization, along with strong suppression of current due to the divergence of dwell time at the threshold.

Because this problem exhibits a topological phase transition, here our main aim is to discuss this interesting behavior from a general point of view; the detailed analysis of implications for spin-blockade is postponed to a separate publication SOvsHF (). Here we just note that an ensemble of nuclear spins can be described by a single variable in the “giant spin” approximation of constant hyperfine interaction Taylor03 (), which ignores decoherence arising from the more realistic position-dependent interaction Khaetskii02 ().

The configuration space of the problem is defined by the electron states , and by the total nuclear polarization, taking integer values . Thus the Hilbert space has a tensor product structure: . In this basis, illustrated in Fig.1a, the state of the system is described by the amplitudes and , and evolves according to the equations of motion


Without loss of generality, we choose and . The on-site energy for the -states has an imaginary part that accounts for the decay of these states with rate , while the on-site energy is real.

Now, suppose the system is initialized to the -state


at time , and allowed to evolve freely under the equations of motion (1). Because of translational invariance, we can equivalently start anywhere on the -sublattice. Under the dynamics (1), the wavepacket describing the quantum walker spreads throughout the lattice and leaks out through its components on the -sites, decaying completely as . What is the average displacement achieved by the particle before leaking out? More precisely, given the ability to detect the site from which the decays occurs, and thereby measure the decay probability distribution (see Fig.1c), we would like to find


Although can be obtained from an explicit calculation involving the system’s time evolution operator, here we will pursue a less direct but more rewarding approach that helps to uncover the topological structure behind the solution. The result is supported by numerical simulations, which also allow us to test various features of the model such as its robustness against decoherence.

As a first step in the calculation of , we note that the norm of a quantum state evolves according to . For Hermitian systems, and . However, our system is non-Hermitian due to the complex energy , and, as seen from the equations of motion (1), decays according to The decay is thus described as a sum over local terms accounting for the decay from each site of the lattice, Eq.(3), with .

It is beneficial to pass to the momentum representation, , where the integral is taken over the Brillouin zone . Due to the translational invariance of the system (1), the equations of motion in the Fourier representation break up into blocks, one for each momentum :


with . The two-component wave function for each evolves independently of the others, with , the probability density to find the system with momentum at time , decaying as .

Writing as a derivative with respect to via and integrating by parts to move the derivative onto , we bring Eq.(3) to the form


Next, we use the polar decomposition , where and . We assume that for all , which follows from Eq.(4) after some algebra 111An explicit form of the evolution operator, found from Eq.(4), gives which is nonzero at all except when both and .. Using the fact that is an integral of a total derivative over a closed contour, we rewrite Eq.(5) as


where we replaced by in Eq.(6). With the help of integration by parts in the integral over , the time derivative can be moved from onto , giving , with


We will now show that the boundary term provides the only non-zero contribution to the integral (7). First, we use integration by parts on the integral over to obtain


As demonstrated below, this integral vanishes because and are both even functions of .

In order to see that and are even functions, it is helpful to view the evolution (4) within each -subspace as the precession of a decaying pseudospin in a (complex) magnetic field with -component and transverse component of magnitude . Because , a static rotation about the -axis maps into , with the matrix in Eq.(4):


Given that the initial state (2) is oriented along the -axis in pseudospin-space for all , in the rotated frame (10) the pseudospin associated with the momentum performs the identical evolution to that of the pseudospin associated with momentum . Because the state (2) has equal magnitude in all momentum sectors, the moduli of the and pseudospins are equal for all times, . Furthermore, from (10) their phase difference is time-independent, , which proves the claim.

To evaluate , we use the facts that all -states are initially occupied with equal probability , and that the state decays completely, . Substituting these values in Eq.(8), we find


Although , the limit is well-defined.

Expression (11) is a surprising result: the expected displacement of the particle as it spreads out and decays is equal to the winding number of the relative phase between components of the Bloch wave function. In particular, this means that can only take on integer values. Using , we have . It is thus immediately clear that there are two possible situations depending on whether or not wraps the origin as is taken around the Brillouin zone: when ().

It is perhaps not entirely obvious from this discussion that the transition at is a characteristic of the Hamiltonian rather than of the initial state. To clarify this point, we examine the eigenstates of and plot the ratio of their components in the complex plane. As shown in Fig.2a, the winding number about the origin changes from 1 at to 0 at .

Figure 2: a) The winding number change for an eigenstate of the Hamiltonian (4). Here we plot the component ratio vs. momentum for . b) The expected displacement, Eq.(3), after full decay of the initially localized state. The quantization of is topological in nature, and is linked to the winding of around the origin.

Furthermore, one of the eigenvalues of becomes real at the transition , because vanishes for . This indicates the formation of a non-decaying dark state with ; under these conditions, the component of the initial state (2) remains stuck on the sublattice for all . Dark states formed in the nuclear subspace, as found here, can arise as fixed points of cooling processes Taylor03 ().

As pointed out in Ref.Raikh94 () (see also Brandes05 ()), dark states in quantum dots can result in current suppression due to the Dicke effect. In our case, the average decay time


may become very long near the transition (here we used and integrated by parts). Close to the transition , when , the dynamics (4) yields , where is given by Fermi’s Golden Rule:

Substituting these expressions into Eq.(12), and using the change of variables , we get


where the integral is taken over the unit circle . Using the residue theorem, we see that the decay time indeed diverges at as .

Conspicuously, neither the quantization of , nor the discontinuity at , seem to depend on the values of the decay rate or the energies . Furthermore, the analysis leading up to Eq.(11) goes through even if and are made time-dependent. In particular, the integral (9) still vanishes because the states and see identical time dependent effective fields, up to a rotation (10). This suggests, among other things, that the sharp transition shown in Fig.2b survives dephasing due to classical noise on the energy levels and .

Figure 3: Results of simulation with finite chain of length unit cells and . a) Displacement (blue circles) and decay time (red diamonds). Filled symbols were obtained by evolving the wave function up to time . Decay slows down near the critical point, where longer running time is required (open symbols, ). The black dashed line shows , used to monitor completion of the simulation. Dotted lines are smooth spline fits added as an aid to the eye. Incomplete decay due to finite running time and finite length appear as rounding of the step. Results of simulation with for linear damping (green boxes) and repeated projective measurement (yellow triangles) show that quantization survives decoherence. b) Decay probabilities at . The distribution becomes broad near the transition , while the mean remains quantized.

To investigate this remarkable indifference to dephasing, we have performed direct numerical simulations of the equations of motion (1) up to a fixed time and restricted to a finite chain of 51 unit cells. During each time step , we evolve the state forward in time and bin the probability of decay from each unit cell. In Fig.3a we show the results for the mean displacement (11) and the decay time , obtained using the distribution (see Fig.3b), and the formula .

This simulation, showing clear quantization, was then altered to investigate the robustness against decoherence. We modified the simulation to evolve the system’s density matrix, adding an exponential damping of the -off-diagonal elements with rate . Due to the increased time and memory requirements, we could only simulate smaller systems over a more sparse sampling of points. However, the results do show a relatively well-formed step (green boxes), consistent with expectation. Similarly, the step appears to be robust against a stronger form of decoherence where the density matrix is repeatedly projected onto the and subspaces at a fixed time interval (yellow triangles).

The transition is not robust against all types of noise, however. Any variations of the amplitudes and in time will in general broaden and distort the step. Likewise, we do not expect the sharp step to survive perturbations that break translational symmetry.

In our motivating example of spin-blockaded transport in double quantum dots, the topological transition would be manifested as an abrupt change in the nuclear spin pumping rate as the relative strengths of spin-orbit and hyperfine matrix elements are varied, for example, by tuning gate voltages to change the electrostatic potential felt by the electron. Because pumping thresholds in various parameters are ubiquitous in such systems, to unambiguously identify a pumping threshold with the topological transition discussed here one must correlate the appearance/disappearance of nuclear spin pumping with a decrease in the current through the system resulting from the diverging dwell time , which is not expected for pumping thresholds of other origins.

We thank B. I. Halperin and J. Krich for helpful discussions, and acknowledge support from W. M. Keck Foundation Center for Extreme Quantum Information Theory, from a National Science Foundation Graduate Research Fellowship (M.R.), and from the NSF Grant No. PHY05-51164 (L. L.).


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