Title :
Modelling of the enteric nervous system as a planar neural network
Author :
Miftakhov, Rn ; Wingate, Dl ; Ghista, Dn
Author_Institution :
Gastrointestinal Sci. Res. Unit, London Hospital Med. Coll., UK
Abstract :
A mathematical model of the enteric nervous system as a planar neural network is presented. The network is composed of excitatory (cholinergic) and inhibitory (adrenergic) S-type neurones interconnected by polysynaptic channels. The synaptic zones are modelled as a three-compartment open pharmacokinetic system, i.e., presynaptic terminal, synaptic cleft and post-synaptic membrane. All the chemical reactions of transformation of the neurotransmitters within them are described by first order Michaelis-Menten kinetics. The electrical impulse propagation along the channels and in the vicinity of the nerve terminal is described by the modified Hodgkin-Huxley equations. The results of numerical simulation of the excitation wave propagation within the neural network under normal and pathological conditions are presented.
Keywords :
bioelectric phenomena; neural nets; neurophysiology; physiological models; reaction kinetics; Hodgkin-Huxley equations; Michaelis-Menten kinetics; chemical reactions; electrical impulse propagation; enteric nervous system; excitation wave propagation; excitatory neurons; inhibitory S-type neurones; mathematical model; neurotransmitters; planar neural network; polysynaptic channels; post-synaptic membrane; presynaptic terminal; synaptic cleft; synaptic zones; three-compartment open pharmacokinetic system; Biological neural networks; Biomembranes; Chemicals; Equations; Kinetic theory; Mathematical model; Nervous system; Neurotransmitters; Numerical simulation; Pathology;
Conference_Titel :
Neural Networks, 1993. IJCNN '93-Nagoya. Proceedings of 1993 International Joint Conference on
Print_ISBN :
0-7803-1421-2
DOI :
10.1109/IJCNN.1993.714186