Synaptic and Temporal Ensemble Interpretation of Spike-Timing-Dependent Plasticity

DOI10.1162/0899766054796879zbMath1072.92008OpenAlexW2097262491WikidataQ81201449 ScholiaQ81201449MaRDI QIDQ5699301

Terry Elliott, Peter A. Appleby

Publication date: 26 October 2005

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

Full work available at URL: https://doi.org/10.1162/0899766054796879

Mathematics Subject Classification ID

Neural biology (92C20)

Related Items (10)

Cross-Talk Induces Bifurcations in Nonlinear Models of Synaptic Plasticity ⋮ Multispike Interactions in a Stochastic Model of Spike-Timing-Dependent Plasticity ⋮ Temporal Dynamics of Rate-Based Synaptic Plasticity Rules in a Stochastic Model of Spike-Timing-Dependent Plasticity ⋮ Phenomenological models of synaptic plasticity based on spike timing ⋮ Discrete States of Synaptic Strength in a Stochastic Model of Spike-Timing-Dependent Plasticity ⋮ A Non-Markovian Random Walk Underlies a Stochastic Model of Spike-Timing-Dependent Plasticity ⋮ 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 ⋮ Taming Fluctuations in a Stochastic Model of Spike-Timing-Dependent Plasticity ⋮ Stable Competitive Dynamics Emerge from Multispike Interactions in a Stochastic Model of Spike-Timing-Dependent Plasticity

Cites Work

• Beyond spike timing: the role of nonlinear plasticity and unreliable synapses
• Spike timing dependent synaptic plasticity in biological systems
• Hebbian spike-driven synaptic plasticity for learning patterns of mean firing rates
• An Algorithm for Modifying Neurotransmitter Release Probability Based on Pre- and Postsynaptic Spike Timing
• Relating STDP to BCM
• Spike-Timing-Dependent Plasticity: The Relationship to Rate-Based Learning for Models with Weight Dynamics Determined by a Stable Fixed Point

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