Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Although the oculomotor plant is usually modeled as a linear system, recent studies of ocular motoneuron behavior have drawn attention to the presence of significant nonlinearities. One source of these is the development of muscle force in response to changes in motoneuron firing rate. Here,  attempt to simulate the production of isometric force by the primate lateral rectus muscle in response to electrical stimulation [A. Fuchs and E. Luschei, “Development of isometric tension in simian extraocular muscle,”  J. Physiol. , vol. 219, no. 1, pp. 155-166, 1971] by comparing four different modeling approaches. The data could be ll fitted either by parameter estimation for physically based models of force production [J. Bobet, E. R. Gossen, and R. B. Stein, “A comparison of models of force production during stimulated isometric ankle dorsiflexion in humans,”  IEEE Trans. Neural Syst. Rehabil. Eng. , vol. 13, no. 4, pp. 444-451, Dec. 2005; E. Mavritsaki, N. Lepora, J. Porrill, C. H. Yeo, and P. Dean, “Response linearity determined by recruitment strategy in detailed model of nictitating membrane control,”  Biol. Cybern. , vol. 96, no. 1, pp. 39-57, 2007], or by the application of a generic method for nonlinear system identification (the nonlinear autoregressive with exogenous input (NARX) model). These results suggest that nonlinear system identification may be a useful method for modeling more general aspects of muscle function, and provide a basis for distributed models of motor units in extraocular muscle for understanding dynamic oculomotor control. The success of previous linear models points to the potential importance of motor unit recruitment in overcoming nonlinearities in the oculomotor plant.
['Sean R. Anderson', 'Nathan F. Lepora', 'John Porrill', 'Paul Dean']
I am writing a research paper on a idea Nonlinear Dynamic Modeling of Isometric Force Production in Primate Eye Muscle
[{"from": "human", "value": "I am writing a research paper on a idea Nonlinear Dynamic Modeling of Isometric Force Production in Primate Eye Muscle"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Although the oculomotor plant is usually modeled as a linear system, recent studies of ocular motoneuron behavior have drawn attention to the presence of significant nonlinearities. One source of these is the development of muscle force in response to changes in motoneuron firing rate. Here,  attempt to simulate the production of isometric force by the primate lateral rectus muscle in response to electrical stimulation [A. Fuchs and E. Luschei, \u201cDevelopment of isometric tension in simian extraocular muscle,\u201d  J. Physiol. , vol. 219, no. 1, pp. 155-166, 1971] by comparing four different modeling approaches. The data could be ll fitted either by parameter estimation for physically based models of force production [J. Bobet, E. R. Gossen, and R. B. Stein, \u201cA comparison of models of force production during stimulated isometric ankle dorsiflexion in humans,\u201d  IEEE Trans. Neural Syst. Rehabil. Eng. , vol. 13, no. 4, pp. 444-451, Dec. 2005; E. Mavritsaki, N. Lepora, J. Porrill, C. H. Yeo, and P. Dean, \u201cResponse linearity determined by recruitment strategy in detailed model of nictitating membrane control,\u201d  Biol. Cybern. , vol. 96, no. 1, pp. 39-57, 2007], or by the application of a generic method for nonlinear system identification (the nonlinear autoregressive with exogenous input (NARX) model). These results suggest that nonlinear system identification may be a useful method for modeling more general aspects of muscle function, and provide a basis for distributed models of motor units in extraocular muscle for understanding dynamic oculomotor control. The success of previous linear models points to the potential importance of motor unit recruitment in overcoming nonlinearities in the oculomotor plant."}]