Are Hopfield Networks Faster than Conventional Computers?
–Neural Information Processing Systems
It is shown that conventional computers can be exponentiallx faster than planar Hopfield networks: although there are planar Hopfield networks that take exponential time to converge, a stable state of an arbitrary planar Hopfield network can be found by a conventional computer in polynomial time.
Neural Information Processing Systems
Dec-31-1997