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Peter Shor's MIT Fall 2022 course lecture notes on quantum computing

165 点作者 programd将近 2 年前

8 条评论

abdullahkhalids将近 2 年前
I have taught a course on quantum computing a few times, mostly to CS students who have no background in quantum mechanics. The way I proceed is to<p>* First introduce classical reversible computation. I model it using linear algebra, meaning classical n-bit states are 2^n length binary vectors, and the gates are 2^n x 2^n binary matrices acting on theses states. Exponential, yes, but a faithful model. The critical feature here is that you already need the tensor product structure. Rather than some unique feature of quantum.<p>* Introduce probabilistic classical computation. Now the states&#x2F;vectors have real entries in [0,1] and obey the L1 norm (the critical feature). Similarly, the gate matrices.<p>* Now, argue that quantum computing just requires the same linear algebriac structure but we (1) work over the complex number field, (2) norm is L2.<p>The reason I like this development is that it takes at least some of the mystery out of quantum mechanics. It is not a strange model of computation, completely divorced from classical. Just a variant of it, that happens to be the one the universe runs on.<p>Peter Shor does discuss classical computation in two lectures, but from just the notes it seems detached from the rest of the course.
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FabHK将近 2 年前
To download all of the pdfs into the current directory:<p><pre><code> wget -r -np -nd -l 1 -A pdf https:&#x2F;&#x2F;math.mit.edu&#x2F;~shor&#x2F;435-LN&#x2F; </code></pre> (There might be more elegant ways, but this does the job.)<p><pre><code> -r, --recursive specify recursive download. -np, --no-parent don&#x27;t ascend to the parent directory. -l, --level=NUMBER maximum recursion depth (inf or 0 for infinite). -A, --accept=LIST comma-separated list of accepted extensions. -nd, --no-directories Do not create a hierarchy of directories</code></pre>
__rito__将近 2 年前
Quantum Computing made sense to me for the first time, when I came across Umesh Vazirani&#x27;s MOOC on Coursera. It is not there anymore. It can be found on YouTube.
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AmIDev将近 2 年前
When learning classical computing, I have done the following things that gave me a deeper understanding of how things work.<p>1. Learned logic gates and built(in simulators) small circuits which can do addition&#x2F;multiplication.<p>2. Used a 8085 board to write assembly programs for search&#x2F;sort etc.<p>3. Learnt C programming and Operating systems(primarily Linux)<p>4. Learnt higher level programming languages and paradigms(OOP, compilation, etc).<p>What set of courses&#x2F;topics would lead to a similar level of understanding in the quantum domain? I have learnt about the quantum gates, but I do not have to context to understand how they fit in the larger picture.
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frognumber超过 1 年前
I have not reviewed these, but this course used to be co-taught by Peter Shor and Seth Lloyd.<p>Peter Shor was smarter, but a bad teacher.<p>Seth Lloyd was a much better teacher.<p>Together, the two made a good team. There&#x27;s an obsession with finding the most famous person to teach, but on the whole, I&#x27;d pick Seth&#x27;s lecture notes over Peter&#x27;s any day.
pallas_athena将近 2 年前
I periodically read about quantum computing, get interested for a brief time, then promptly forget everything.<p><a href="https:&#x2F;&#x2F;quantum.country&#x2F;" rel="nofollow noreferrer">https:&#x2F;&#x2F;quantum.country&#x2F;</a> is my best friend here
DonsDiscountGas将近 2 年前
These courses are usually taught by CS departments assuming a CS background. Anyone aware of corresponding courses for people with a physics background?
alexalx666将近 2 年前
Among math heavy lectures there are quite a few very interesting introductions to various topics like cryptography
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