Recently, somewhere, I ran across references to Echo State Networks (ESN) and to Liquid State Machines (LSM). I'm not sure where the original pointer came from, but I will track it down eventually. (That first link is dead, try Echo State Networks at Scholarpedia, Fraunhofer doesn't believe.)