Hi. Here's a recent essay relating to machine intelligence.

It is titled: "Architectural limits to computation":

http://matchingpennies.com/architectural_limits_to_computation/

The topic is hardware limitations and bottlenecks. Three
of these are listed:

 * Lack of parallelism;
 * Global synchrony;
 * Digitization;

In the essay, I argue that the demands of machine intelligence
systems is likely to supply pressure to overcome these issues.

I also point out the the effect of architectural changes to
overcome these issues would be large - and that if they all
happened it would be a spectacular revolution in our ideas
about how to build computers.

Probably the most controversial point is the third one -
where I weigh in on the issue of whether there will be a
resurgence of analog computing associated with neuromorphic
hardware (or other similar machine learning hardware).

This seems plausible to me - but the larger issue of whether
most future computers will be digital, analog or hybrid
designs seems unclear.

--
__________
 |im Tyler http://timtyler.org/



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