𝔖 Bobbio Scriptorium
✦   LIBER   ✦

Cellular neural network realizations of neuron models with diverse spiking patterns

✍ Scribed by Lotz, Károly; Jacobs, Adam; Vandewalle, Joos; Werblin, Frank; Roska, Tamás; Vidnyánszky, Zoltán; Hámori, József


Publisher
John Wiley and Sons
Year
1996
Tongue
English
Weight
704 KB
Volume
24
Category
Article
ISSN
0098-9886

No coin nor oath required. For personal study only.

✦ Synopsis


In this paper we show cellular neural network (CNN) models of some basic types of cells characterized by diverse spiking patterns. After presenting 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 models of synaptic connections. Finally, CNN models of neurons with diverse intrinsic firing patterns are presented.


📜 SIMILAR VOLUMES


Dynamical properties of neural network m
✍ Toshiaki Omori; Tsuyoshi Horiguchi 📂 Article 📅 2004 🏛 Elsevier Science 🌐 English ⚖ 423 KB

We propose a neural network model of working memory with one-compartmental neurons and investigate its dynamical properties. We assume that the model consists of excitatory neurons and inhibitory neurons; all the neurons are connected to each other. The excitatory neurons are distinguished as severa