Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Various techniques for the extraction of ANN rules have been used, but most of them have focused on certain types of networks and their training. There are very few methods that deal with ANN rule extraction as systems that are independent of their architecture, training, and internal distribution of ights, connections, and activation functions. This article proposes a methodology for the extraction of ANN rules, regardless of their architecture, and based on genetic programming. The strategy is based on the previous algorithm and aims at achieving the generalization capacity that is characteristic of ANNs by means of symbolic rules that are understandable to human beings.
['Juan R. Rabuñal', 'Julian Dorado', 'Alejandro Pazos', 'Javier Pereira', 'Daniel Rivero']
I am writing a research paper on a idea A new approach to the extraction of ANN rules and to their generalization capacity through GP
[{"from": "human", "value": "I am writing a research paper on a idea A new approach to the extraction of ANN rules and to their generalization capacity through GP"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Various techniques for the extraction of ANN rules have been used, but most of them have focused on certain types of networks and their training. There are very few methods that deal with ANN rule extraction as systems that are independent of their architecture, training, and internal distribution of ights, connections, and activation functions. This article proposes a methodology for the extraction of ANN rules, regardless of their architecture, and based on genetic programming. The strategy is based on the previous algorithm and aims at achieving the generalization capacity that is characteristic of ANNs by means of symbolic rules that are understandable to human beings."}]