Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely:   propose a new graph based P system. The main feature of graph P system is that membrane compartments spread on edges as ll as on vertices. These two kinds of compartments are topologically connected with certain communication rules. A new neural computing technique is proposed to solve cluster splitting into finding the equilibrium of Hopfield neural networks. Then  use the new graph P systems to obtain stable status of the neural networks. An example is presented to show the computing efficiency of the new P system with comparison with classical genetic algorithms.
['Xiyu Liu', 'Jie Xue']
I am writing a research paper on a idea A Cluster Splitting Technique by Hopfield Networks and P Systems on Simplices
[{"from": "human", "value": "I am writing a research paper on a idea A Cluster Splitting Technique by Hopfield Networks and P Systems on Simplices"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely:   propose a new graph based P system. The main feature of graph P system is that membrane compartments spread on edges as ll as on vertices. These two kinds of compartments are topologically connected with certain communication rules. A new neural computing technique is proposed to solve cluster splitting into finding the equilibrium of Hopfield neural networks. Then  use the new graph P systems to obtain stable status of the neural networks. An example is presented to show the computing efficiency of the new P system with comparison with classical genetic algorithms."}]