Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: The problem of identification of a nonlinear dynamic system is considered. A two-layer neural network is used for the solution of the problem. Systems disturbed with unmeasurable noise are considered, although it is known that the disturbance is a random piecewise polynomial process. Absorption polynomials and nonquadratic loss functions are used to reduce the effect of this disturbance on the estimates of the optimal memory of the neural-network model.
['Yakov Z. Tsypkin', 'J. D. Mason', "E.D. Aved'yan", 'Kevin Warwick', 'Ilya Levin']
I am writing a research paper on a idea Neural networks for identification of nonlinear systems under random piecewise polynomial disturbances
[{"from": "human", "value": "I am writing a research paper on a idea Neural networks for identification of nonlinear systems under random piecewise polynomial disturbances"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: The problem of identification of a nonlinear dynamic system is considered. A two-layer neural network is used for the solution of the problem. Systems disturbed with unmeasurable noise are considered, although it is known that the disturbance is a random piecewise polynomial process. Absorption polynomials and nonquadratic loss functions are used to reduce the effect of this disturbance on the estimates of the optimal memory of the neural-network model."}]