Asynchronous Neural Turing network AI eliminates global clock synchronization to enable low-energy, real-time continuous learning

https://www.eurekalert.org/news-releases/1131360

"severe energy drain/ catastrophic forgetting slow edge-computing/ autonomous robotics... overcome using architecture eliminating constant system-wide synchronization computational overhead, allowing individual units to process information/ update independently preserving complex deep-learning training... activates only neurons necessary for any given task... orders of magnitude reduced energy consumption, without sacrificing overall processing power/ adaptability... real-time continuous learning"