TY - JOUR
T1 - Generation of time delays: simplified models of intracellular signaling in cerebellar Purkinje cells
AU - Steuber, V.
AU - Willshaw, D.
AU - van Ooyen, A.
PY - 2006
Y1 - 2006
N2 - 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. © 2006 Taylor & Francis.
AB - 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. © 2006 Taylor & Francis.
UR - https://www.scopus.com/pages/publications/33745782279
UR - https://www.scopus.com/inward/citedby.url?scp=33745782279&partnerID=8YFLogxK
U2 - 10.1080/09548980500520328
DO - 10.1080/09548980500520328
M3 - Article
SN - 0954-898X
VL - 17
SP - 173
EP - 191
JO - Network
JF - Network
IS - 2
ER -