A Non-Markovian Random Walk Underlies a Stochastic Model of Spike-Timing-Dependent Plasticity

DOI10.1162/neco.2009.06-09-1038zbMath1187.92018OpenAlexW2168086308WikidataQ45365551 ScholiaQ45365551MaRDI QIDQ3564828

Terry Elliott

Publication date: 26 May 2010

Published in: Neural Computation (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1162/neco.2009.06-09-1038

Mathematics Subject Classification ID

Probabilistic models, generic numerical methods in probability and statistics (65C20) Sums of independent random variables; random walks (60G50) Neural biology (92C20) Special processes (60K99)

Related Items (7)

Cross-Talk Induces Bifurcations in Nonlinear Models of Synaptic Plasticity ⋮ The Enhanced Rise and Delayed Fall of Memory in a Model of Synaptic Integration: Extension to Discrete State Synapses ⋮ Mean First Passage Memory Lifetimes by Reducing Complex Synapses to Simple Synapses ⋮ Memory Nearly on a Spring: A Mean First Passage Time Approach to Memory Lifetimes ⋮ The Mean Time to Express Synaptic Plasticity in Integrate-and-Express, Stochastic Models of Synaptic Plasticity Induction ⋮ Stability Against Fluctuations: Scaling, Bifurcations, and Spontaneous Symmetry Breaking in Stochastic Models of Synaptic Plasticity ⋮ The Rise and Fall of Memory in a Model of Synaptic Integration

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