Generation of time delays: simplified models of intracellular signalling in cerebellar Purkinje cells

Volker Steuber, David Willshaw, Arjen Van Ooyen

Research output: Contribution to journalArticlepeer-review

Abstract

In many neuronal systems, information is encoded in temporal spike patterns. The recognition and storage of temporal patterns requires the generation and modulation of time delays between inputs and outputs. In cerebellar Purkinje cells, stimulation of metabotropic glutamate receptors (mGluRs) results in a delayed calcium and voltage response that has been implicated in classical conditioning and temporal pattern recognition. Here, we analyse and simplify a complex model of the intracellular signalling network that has been proposed as a substrate for this delayed response. We systematically simplify the original model, present a minimal model of time delay generation, and show that a delayed response can be produced by the combination of negative feedback and autocatalysis, without any intervening signalling steps that would contribute additive delays. The minimal model is analysed using phase plane methods, and classified as an excitable system. We discuss the implication of excitability for computations performed by intracellular signalling networks in general.
Original languageEnglish
Pages (from-to)173-91
Number of pages19
JournalNetwork: Computation in Neural Systems
Volume17
Issue number2
DOIs
Publication statusPublished - 2006

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