What is an automata network?

Could you please elaborate on what an automata network is? I'm curious to understand its definition and how it operates within the realm of cryptography and blockchain technology. Specifically, how does it differ from traditional network structures, and what potential applications does it have in the cryptocurrency and finance sector? Additionally, what are some of the challenges or limitations associated with implementing automata networks in real-world scenarios?