Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: A multi-layered perceptron type neural network is presented and analyzed in this paper. All neuronal parameters such as input, output, action potential and connection ight are encoded by quaternions, which are a class of hypercomplex number system. Local analytic condition is imposed on the activation function in updating neurons' states in order to construct learning algorithm for this network. An error back-propagation algorithm is introduced for modifying the connection ights of the network.
['Teijiro Isokawa', 'Haruhiko Nishimura', 'Nobuyuki Matsui']
I am writing a research paper on a idea Quaternionic Multilayer Perceptron with Local Analyticity
[{"from": "human", "value": "I am writing a research paper on a idea Quaternionic Multilayer Perceptron with Local Analyticity"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: A multi-layered perceptron type neural network is presented and analyzed in this paper. All neuronal parameters such as input, output, action potential and connection ight are encoded by quaternions, which are a class of hypercomplex number system. Local analytic condition is imposed on the activation function in updating neurons' states in order to construct learning algorithm for this network. An error back-propagation algorithm is introduced for modifying the connection ights of the network."}]