Some cortical spiking neuron models using CNN

Some cortical spiking neuron models using CNN

In this paper we show cellular neural network (CNN) models of some basic types of cells characterised by diverse spiking patterns. After showing some preliminary models (ion channels, neurons), CNN models of the action potential generation are given followed by an analysis of the rate coding capabil...

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Hauptverfasser: Lotz, K., Vidnyanszky, Z., Roskar, T., Vandewalle, J., Hamori, J., Jacobs, A., Werblin, F.
Format: Tagungsbericht
Sprache:eng
Schlagworte:
Biological system modeling
Biology computing
Biomembranes
Cells (biology)
Cellular neural networks
Circuits
Electronic mail
Jacobian matrices
Neurons
Voltage control
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Zusammenfassung:In this paper we show cellular neural network (CNN) models of some basic types of cells characterised by diverse spiking patterns. After showing some preliminary models (ion channels, neurons), CNN models of the action potential generation are given followed by an analysis of the rate coding capabilities of the models. Furthermore, CNN models of neurons with diverse intrinsic firing patterns are presented followed by some conclusions.< >
DOI:10.1109/CNNA.1994.381709