Training a deep neural net on a quantum computer

Posted by sdneirf on Wednesday May 04, 2016 @11:11AM
from the self-post dept.

What happens when you train a deep recurrent neural network on a quantum computer. I wonder if you get consciousness...

Roger Penrose has hypothesized that consciousness could be a result of quantum effects in neurons..

http://rationalwiki.org/wiki/Quantum_consciousness

( 3 comments | 5 points | on HN )

Re:Training a deep neural net on a quantum computer by argonaut on Wednesday May 04, 2016 @08:41PM (#11633137)

1. There are hundreds of hypotheses about our brains. Neuroscientists barely understand our brain, so conjecture about what our brains do is just that - conjecture.

2. Quantum computers basically only offer a runtime speedup for optimization. It'll probably help train neural nets faster, but that's not going to help you in any other area.

[ Parent | on HN ]

Re:Training a deep neural net on a quantum computer by mtgx on Wednesday May 04, 2016 @11:15AM (#11628919)

Quantum computers and AI seem like they're made for each other, because both depend on optimization algorithms. Now, whether our current AI algorithms can be sped-up greatly by quantum computers, or we'll need to find new AI algorithms that are sped-up by them, we'll have to see. I'm sure Google will try to port DeepMind to its own universal quantum computer in the next few years.

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Re:Training a deep neural net on a quantum computer by IamFermat on Wednesday May 04, 2016 @11:28AM (#11629024)

I agree. Bringing some funky extreme non-linearity into A.I training would be interesting. However, the models would probably be very different than what we have today.

Who else are truly building quantum computers other than D-Wave and IBM?

[ Parent | on HN ]