Un-0: Generating Images with Coupled Oscillators

(unconv.ai)

63 points | by babelfish 1 hour ago

5 comments

  • andybak 42 minutes ago
    When I first learned about computer science at the age of 11 or so (and in 1982 or so) the first page of the text book put digital and analogue computers on what seemed to be an equal footing. And then proceeded to ignore the latter for the rest of the book. Apart from a few notable exceptions ( https://en.wikipedia.org/wiki/Phillips_Machine ) I've often wondered about analogue computing.
  • NopIdoN 38 minutes ago
    > However, the trade-off with our approach is that it requires a more complex loss that operates given only generated samples.
  • OutOfHere 18 minutes ago
    Can this even make an image having more than one "class"? Can it make an image of an astronaut riding a horse on the moon?
  • fusionadvocate 58 minutes ago
    Is this somewhat related to reservoir computing?
    • fc417fc802 41 minutes ago
      (Disclaimer, not my area of expertise.) It appears to be adjacent but more general. There's an entire collection of methods (including reservoir computing) that conceptually resemble or are based on physical systems in one way or another. This appears to be an attempt to develop a new method that natively takes place as a physical process that we could readily implement in hardware.
  • mrr7337 1 hour ago
    I didn't really understand anything...lgtm