Output details
11 - Computer Science and Informatics
University of Southampton
Article title
A non-Markovian random walk underlies a stochastic model of spike-timing-dependent plasticity
Type
D - Journal article
Title of journal
Neural Computation
Article number
-
Volume number
22
Issue number
5
First page of article
1180
ISSN of journal
0899-7667
Year of publication
2010
Number of additional authors
0
Additional information
Significance of output:
<13>This paper develops mathematical methods in non-equilibrium thermodynamics that set future benchmarks for the analysis of the dynamics of complex models of synaptic plasticity.
As the methods are technical and complex, their absorption and adoption by the community will take many years. The paper's significance cannot be measured until this process of assimilation is under way.
Clear, penetrating and exact analysis is performed of complex, non-Markovian models of synaptic plasticity.
Interdisciplinary
-
Cross-referral requested
-
Research group
None
Citation count
4
Proposed double-weighted
No
Double-weighted statement
-
Reserve for a double-weighted output
No
Non-English
No
English abstract
-