Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: , a new constructive auto-associative neural network performing nonlinear principal component analysis is presented. The developed constructive neural network maps the data nonlinearly into its principal components and preserves the order of principal components at the same time. The ights of the neural network are trained by a combination of back propagation (BP) and genetic algorithm (GA) which accelerates the training process by preventing local minima. The performance of the proposed method was evaluated by means of two different experiments that illustrated its efficiency.
['Behrooz Makki', 'Seyedali Seyedsalehi', 'Mona Noori Hosseini', 'Nasser Sadati']
I am writing a research paper on a idea Principal Component Analysis using Constructive Neural Networks
[{"from": "human", "value": "I am writing a research paper on a idea Principal Component Analysis using Constructive 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: , a new constructive auto-associative neural network performing nonlinear principal component analysis is presented. The developed constructive neural network maps the data nonlinearly into its principal components and preserves the order of principal components at the same time. The ights of the neural network are trained by a combination of back propagation (BP) and genetic algorithm (GA) which accelerates the training process by preventing local minima. The performance of the proposed method was evaluated by means of two different experiments that illustrated its efficiency."}]