Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely:  presents a new architecture of neural networks for representing deterministic finite state automata. The proposed model is a class of high-order recurrent neural networks. It is capable of representing FSA with the network size being smaller than the existing models proposed so far.  also propose an identification method of FSA from a given set of input and output data by training the proposed model of neural networks.
['Yasuaki Kuroe']
I am writing a research paper on a idea Representation and identification method of finite state automata by recurrent high-order neural networks
[{"from": "human", "value": "I am writing a research paper on a idea Representation and identification method of finite state automata by recurrent high-order neural networks"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely:  presents a new architecture of neural networks for representing deterministic finite state automata. The proposed model is a class of high-order recurrent neural networks. It is capable of representing FSA with the network size being smaller than the existing models proposed so far.  also propose an identification method of FSA from a given set of input and output data by training the proposed model of neural networks."}]