K. Lotz et al., CELLULAR NEURAL-NETWORK REALIZATIONS OF NEURON MODELS WITH DIVERSE SPIKING PATTERNS, International journal of circuit theory and applications, 24(3), 1996, pp. 301-314
In this paper we show cellular neural network (CNN) models of some bas
ic types of cells characterized by diverse spiking patterns. After pre
senting some preliminary models (ion channels, neurons), CNN models of
action potential generation are given, followed by an analysis of the
rate-coding capabilities of the models, Furthermore, we show CNN mode
ls of synaptic connections. Finally, CNN models of neurons with divers
e intrinsic firing patterns are presented.