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Erschienen in:
2017 | OriginalPaper | Buchkapitel
Modelling and Control Design for Membrane Potential Conduction Along Nerve Fibre Using B-spline Neural Network
verfasst von : Qichun Zhang, Francisco Sepulveda
Erschienen in: Advanced Computational Methods in Life System Modeling and Simulation
Verlag: Springer Singapore
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Abstract
Based on B-spline neural network, the analysis of membrane potential conduction has been presented for peripheral nerve fibres whereby the effects of the interactions between axons have been taken into account. In particular, the modelling problem is investigated firstly with the vector-valued weight transformation and parameter identification. Using the presented model, the control design is proposed to reproduce the membrane potential along nerve fibres. The algorithm procedure and interaction characterization for coupled axons are given while the numerical simulation illustrates the effectiveness of the presented algorithm.