Schurly You're Joking Dr. Bacon

A new paper, a new paper! If you love the theory of the addition of angular momentum, and don’t we all just love the theory of the addition of angular momentum, then you will really love the new paper we (Isaac Chuang and Aram Harrow) just put on the arXiv. Unfortunately my spell check changed the title to Clench-Gordon and I didn’t notice. So I expect a lot of nasy emails complaining about the title. Doh. Well that’s what the replace button is for, I guess. Here is the paper:
quant-ph/0407082
Efficient Quantum Circuits for Schur and Clebsch-Gordon Transforms
Authors: Dave Bacon, Isaac Chuang, Aram Harrow
Comments: 4 pages, 3 figures

The Schur basis on n d-dimensional quantum systems is a generalization of the total angular momentum basis that is useful for exploiting symmetry under permutations or collective unitary rotations. We present efficient (size poly(n,d,log(1/epsilon)) for accuracy epsilon) quantum circuits for the Schur transform, which is the change of basis between the computational and the Schur bases. These circuits are based on efficient circuits for the Clebsch-Gordon transformation. We also present an efficient circuit for a limited version of the Schur transform in which one needs only to project onto different Schur subspaces. This second circuit is based on a generalization of phase estimation to any nonabelian finite group for which there exists a fast quantum Fourier transform.

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Too Legit? Too Legit to Qubit?

Physical Review Letters has changed their sections around. Previously, quantum information was in the last section “Interdisciplinary Physics: Biological Physics, Quantum Information, etc.” For the more fundamental oriented papers, one would sometimes also submit to “General Physics.” Now quantum information has been moved to the new first section “General Physics: Statistical and Quantum Mechanics, Quantum Information, etc.”
Is this a good thing? Since I am nothing if but a bag of poorly thought out opinions I will spew out some here. (1) It is nice to see that quantum information is consider a part of “General Physics.” “Interdisciplinary physics” seems a way to say, well there were these good physicists, and then they took interest in this other field which has overlap outside of physics, and since we liked these physicists we let them publish here. If I look at this move as acknowledging that quantum information has intrinsic value to physics, then I get goosebumps all over (sadly doubling the amount of stimulation I’ve had all day.) (2) The old “General Physics” section was notoriously harder to get papers accepted into if they had a quantum information tilt. Generally (err) this was because the papers submitted there were of a more foundational nature, and well, let’s not even go there. Will the movement of quantum information to general physics make it easier for foundational people to get published?

Stop! Right There at the Beginning!

There is no concept more evil, more corrupting than that of the continuum. Why at the very bottom of physics do we bury the most unprovable of assertions. All science is counting. No science counts for ever. Real numbers can never be more than conjecture.
But of course, you answer: it works so well! The conjecture has withstood ages, from Newton to Einstein to (fill in modern genius here.) Sure we can never prove the conjecture, but if it continues to serve us in building models of the world why should we get rid of it. Why, for that matter, should the dictates of science lead to dictates about physical reality?
The only crack we see in the idea of the continuum comes from quantum theory. Here, if the circumstances are right, we get discrete answers for different configurations. So, as many have suggested, when we try to construct a quantum theory of spacetime, perhaps there will be a discretization.
But even hear we come of short of ridding physics from the unprovable assertion. Even here we find, when we use the rules of quantum theory, that all probabilities are allowable. Again real numbers find themselves at the center of the theory.
Remarkably, there are ways in which one can get rid of both of these continuums (at least in a limited sense.) These are Roger Penrose’s spin networks. For sufficiently complicated spin networks, the networks posses two properties: they approximate directions and the approximate quantum probabilities. Combinatorial rules give rise to quantum probabilites and the full real span of probabilities is not postulated a priori. Combintaroial rules give rise to quantum probabilities which describe an object with with discrete degrees of freedom which approximate direction in three dimensional space. Funny but that they remain no more than a curiousity, or a way to find orthogonal sets of states in loop quantum gravity.
Real numbers. Bah. I’d rather believe in fairies. Us of the digital era, we are such pains in the rear.

Beam Me Up Ion Traps

As will be spreading through the mainstream news shortly, I’m sure, Nature has two papers out today demonstrating the teleportation of the internal states of trapped ions. Both the NIST and Innsbruck groups have, using fairly different ion trap systems, succeeded in deterministic teleportation of the internal states of the ions. Woot! Woot! Not only are both of these experiements gorgeous, they are sure the sign of much more interesting protocols to be implemented in the near furuture (or, well, the experimentalist’s version of the near furture.) This is the first demonstration of deterministic teleportation of massive qubit systems (there has been a continuous quantum variable deterministic teleportation experiment done using light.)
A few stats.
Ions
NIST: 9Be+
Innsbruck: 40Ca+
Fidelitity
NIST: 76% to 80%
Innsbruck: 73% to 76%
Distance teleported
NIST: 100s of micrometers (?)
Innsbruck: 10 micrometers
Qubit teleported
NIST: Hyperfine ground states: F=1,m=-1 and F=2,m=-2
Innsbruck: ground state S_1/2 (m_J=-1/2) and metastable state D_5/2(m_J=-1/2)
The main difference between these two experiments is in how they achieve individual addressing. The NIST group has these really neat traps which allow you to move the ions into different sets of trapped ions and then address them spatially. The Innsbruck group uses some neat tricks that allow the internal states to guide which qubits they are coupling their laser light to.
It’s experiments like these that make me even more of an optimist about quantum computing (are we all supposed to use the work reaganist instead of optimist now?) Sure we’ve seen teleportation before. But, especially in the NIST experiment, not in such a way that it is clear that it is just the beginning of a long line of rockin bigger and better experiments (ion traps rock, man!)

Over In Nonlocality World

Nonlocal determinism implies local indeterminism.

In a universe which evolves nonlocally, a localized observor does not have access to enough information to correctly predict his deterministic evolution. This ignorance will lead to local laws which are probabilistic due to the ignorance of the nonlocal information. In such a universe there are two mysteries: (1) why no signaling? and (2) why quantum theory is a good description of the probabilities arising from the ignorance of nonlocal information? Further, this interpretation amounts to an untestable hypothesis, unless the answers to (1) and (2) are not exact.

Those Pesky Quantum Circuits

The righteous Steve Flammia and Bryan Eastin have written a nice LaTeX package for quantum circuits: Qcircuit. Considering that I usually use psfig to painfully draw up circuits for papers, this should be quite a nice improvement. Also check out Ike Chuang’s program QUASM.

The Second Attitude

“If it’s not on the web, then it does not exist!”
Yesterday I went to the library for the first time in a long time. I had forgotten how interesting it can be to browse the shelves. I picked up a copy of Roger Penrose’s thesis “An Analysis of the Structure of Space-Time” (1969?) which has, so far, been a totally fascinating read. I have vague recollections of the importance of spinors in general relativity from the class I took from Kip Thorne, but at the time it hadn’t really occured that this could be more than a nice mathematical trick. Penrose really drives home how the employment of spinors, rather than tensors, for describing general relativity might be a more appropriate representation of space-time.
Also, in his introduction Penrose describes what is my favorite path towards reconciling quantum theory and general relativity:

The second attitude would be that quantum mechanics and general relativity cannot, or at least should not, be forced together into each other’s framework…that what is required is something more in the line of a “grand synthesis,” i.e. a new theory in which general relativity and quantum theory would emerge as different limiting cases, each applicable to its appropriate domain of phenomena, and in which, hopefully, semi-philosophical quantum mechanical questions as the meaning of an “observation” might be resolved. In fact, this…point of view is the one to which I would, myself more readily incline. But it is, for the present, possibly something of the lazy man’s way out, since it provides the relativist with an excuse for not tackling directly the substantial problems of quantization!

In physics, history has shown us many examples of theories whose validity in certain regimes breaks down when the theory is moved into a new regime. Sometimes the answer to resolving this is revolutionary (Why doesn’t an electron in orbit around an atom radiate away all it’s energy? The Bohr atom and then quantum theory!) and sometimes it is not as revolutionary (How do we explain the weak force? Fermi’s theory seems fairly good but it is not renormalizable. Do we need to talk about nonrenormalizable theories? No Glashow-Weinberg-Salam theory is renormalizable! We just had the wrong theory!) What astonishes me about the theoretical physics community is just how much is invested in the nonrevolutionary point of view: that it should be possible to “quantize gravity” (either string theory or loop quantum gravity.) There are only a few crazies (t’Hooft and Penrose, for example) who seem to be persuing Penrose’s “second attitude.” Part of the reason for this is dictated by the success of the traditional program: we’ve bagged electrondynamics, the weak force, and the strong force. Since in all of these cases we successfully quantized a classical theories, it seems reasonable to suggest that the “final” classical theory, gravity, should also fall to the quantization gods. But historical success does not the future guarantee! And so I will joyously spend too much of my time dreaming up ways to derive quantum theory and general relativity in the respective domains!

What is a Qubit?

A question which I spend way to much time thinking about is what, exactly, is a qubit? Sounds kind of silly, doesn’t it. So let me explain.
A qubit, of course, is the most basic unit of quantum information. It is a two dimensional quantum system. Pure states for a qubit are superpositions of |0> and |1>: a|0>+b|1>. Mixed states are two dimension positive hermitian matrices with unit trace. In older times a qubit was known as a two level system or a pseudo spin one-half system. Now we just say qubit. It’s shorter and cleaner and reminds us of the Bible.
The first thing we learn about qubits, is that a qubit is different than a bit. A bit is either 0 or 1. Sometimes we can prepare a qubit such that we always get a 0 or a 1 when we perform a two outcome measurement on the qubit, but not always: when we prepare the same state there are generically probabilities of either 0 or 1. So then we think, well maybe a qubit is just a probabilistic bit, like something you see when studying information theory?
But this starts to fall apart pretty quickly. Why? Suppose you start a quantum system in the |0> state. Now if you apply the Hadamard operation to this quantum state, and measure the system in the |0>, |1> basis, you get 50% chance of outcome 0 and a 50% chance of outcome 1. Apply the Hadamard again and when you measure you always get 0. The first strange thing about this is that you have done the same thing (the Hadamard) to the state and gone from 100% 0 to 50% 0, 50% 1 to 100% 0. If you think about the qubit as a probabilistic bit, then you would like to map the Hadamard operations to the same Markov process on the probabilistic bit. Clearly this can’t be done. OK, so that’s a bit strange. So it’s not just a probabilistic bit if the Hadamards we apply are indeed the same Markov operaiton on the probabilistic bit. Now if you remember something about quantum theory, you remember that a measurement disturbes the state. So when we try to perform the measurement to follow the above experiment, we get something different. Indeed, we get 100% 0 to 50% 0, 50% 1 to 50% 0, 50% 1. And this is indeed can be achieved by a Markov chain. So if we accept that things done between measurements are what we care about then Hadamard is different from Hadamard Hadamard, and we are doing fine. But this is really strange. The system can’t always be a probabilistic bit during the entire course of the process. How do we know that a future Hadamard is going to preformed or a measurement is going to be preformed? Perhaps there is a cosmic conspiracy such that we can’t perform such and operation, but I hate to put God in initial conditions.
Well, so far we know that a qubit is not a bit (though it can act like one sometimes) nor is it a probabilistic bit (though it can act like one one sometimes), so what is a qubit?
At this point it is nice to mention the usual way people get around the whole question of what a qubit is. They say loudly “shut up and calculate.” In this view, it doesn’t matter that the system is not a probabilistic bit for the entire evolution: we just use quantum theory to take the whole process and calculate the probabilities of outcomes. A spin off of this view, is that quantum states are epistemic: they represent our knowledge about the system. So a qubit a|0>+b|1> is thus a way of representing our knowledge. This clearly has a large component of truth in it and indeed it should be seriously considered that this is a totally consistent position. But it makes me nervous.
Indeed this view is really like a third view of a qubit: that it is a Bloch vector. We can take a pure state a|0>+b|1> and say that the qubit is the two complex numbers a and b. This view says that a qubit is the quantum state. But now there is something strange about the emergence of probabilities. We say a qubit is a and b, operations manipulate a and b, but now when we make a measurement we never get a or b but only 0 or 1 (projective measurements here silly objectionist) and with probabilites which depend on a and b in a particular way. So a qubit, which was just two determined numbers changes gives rise to probabilities. Why the probabilities? Of course, you can always respond “that’s just the way it is!” and this is fine, but it feels a bit empty.
To understand why I consider this solution a bit empty, I will have to confess something shameful. The question I’m asking, “what is a qubit?” is really motivated by the fact that I am a devoted realist. To be a realist as a physicsist is a bit like saying you’re skeptical of Paul’s teachings in the Catholic church. Quantum theory may be a theory of knowledge about the system, but the question I want to understand is knowledge about what? So when I think about a qubit as the numbers a and b, I get disturbed: if these are the real properties why do we get out the probabilities. Now what bugs me here is not the nondeterministic nature of quantum theory, I don’t care a rats ass about the laws being probabilistic. But what does bother me is that if we say a qubit is these deterministic numbers a and b, why do we get probabilities. You haven’t really answered my question of what is a qubit. Just in passing, to bolster my ego and raise my crankpot level, I will note that Einstein had very similar views. Despite the God and the dice comment, it seems clear historically that the nondeterminism of quantum theory didn’t bother Einstein (note that I am avoiding talking about what did bother him!)
So what is a qubit? I think the answer to this should have a few properties. What I’m looking for is a way to describe a qubit such that the probabilities of measurement outcomes arise due to our ignorance about the realistic description when we measure the qubit. I want to think about a physical process or a computation or a realistic description which, when we describe measurement on this system, we intrinsically cannot gain access to all of the information in the description and this lack of knowledge gives rise to exactly the probabilities. Fundamentally, I would like a combinatorial understanding of where the probabilites in quantum theory come from.
Now, of course, you might say this is all really really silly because you know all about Bell’s theorem. Bell’s theorem states that there is no local realistic description of quantum theory. What this means is that if I find a realistic description of a qubit then I will have to make a nonlocal theory to explain two qubits. Nonlocality is heresy in Church Physics, so we are supposed to accept that thinking about realistic description is wrong. But I don’t give a rat’s ass about nonlocality. If you don’t signal, what’s the big deal? There are no inconsistancies, no time travel paradoxes, etc. Quantum theory is just one such nonlocal no signaling theory: surely there are others!
But now the strange thing happens. If I really do find a realistic description of a qubit and understand how the ignorance must give rise to probabilities, what happens when I consider two qubits? The realistic description must be nonlocal: it should consist of entities which are not at point A and at point B but instead are in some sense at both! And now we have another mystery: if the realistic entities are at both points, why can’t we signal between these points. So a realistic description must show that the measurement, ignorance, and probabilities done at the different points cannot manipulate the realistic description to send signals.
My current favorite way out of the nonlocality problem is definitely a strange solution: it is to get rid of the notion of spacetime. Spacetime, I believe, will be an emergent property of a combinatorial object which doesn’t have an inherent notion of spacetime. There will still be a notion of causally local, but this will not necessarily correspond to the notion of locality in the emergent spacetime. So this is why I want to understand what exactly is a qubit? I am looking for a realistic description which is compatible with the combinatorial object giving rise to spacetime.
So what is a qubit? Beats me, but looking for it sure beats having to do my laundry.

Quantum Self Promotion

And now, coming to an arXiv site near you:

Simulating Hamiltonian dynamics using many-qudit Hamiltonians and local unitary control
Michael J. Bremner, Dave Bacon, and Michael A. Nielsen
When can a quantum system of finite dimension be used to simulate another quantum system of finite dimension? What restricts the capacity of one system to simulate another? In this paper we complete the program of studying what simulations can be done with entangling many-qudit Hamiltonians and local unitary control. By entangling we mean that every qudit is coupled to every other qudit, at least indirectly. We demonstrate that the only class of finite-dimensional entangling Hamiltonians that aren’t universal for simulation is the class of entangling Hamiltonians on qubits whose Pauli operator expansion contains only terms coupling an odd number of systems, as identified by Bremner et. al. [Phys. Rev. A, 69, 012313 (2004)]. We show that in all other cases entangling many-qudit Hamiltonians are universal for simulation.

On Quantum's Universality

Often when I am thinking about the foundations of quantum theory, I am struck by the universality of the theory. Quantum theory (or its related cousin, quantum field theory) applies generically to all physical systems (disregarding the transition to some “classical” theory and of course, difficulties with both QCD and gravity.) Thus we apply quantum theory to our basic theories of physics, electromagnetism, the weak force, the strong force, but we also apply quantum theory to simple atoms and complex molecules, to single electrons and electron gases in metals, etc. Quantum theory is the universal language we use to describe any physical process. If we are thinking about ways to explain quantum theory, then this universality is a bit mysterious: the explanation had better apply to all of these different physical systems and that seems like a lot of work! Of course, this reasoning is flawed: it seems the universality is an illusion. The reason we can describe a complex molecule by quantum theory is that the fundamental constituants of that molecule obey quantum theory. Separation of different energy scales (and other scales, like localibility) allow us to ignore some of the constituants details, and the complex system behaves like a quantum system. So really any explanation of quantum theory need only apply to some basic level of physics (where this level is I refuse to speculate.) While quantum theory appears mysteriously universal, this is an illusion for those persuing understanding the mystery of the quantum.