Article ID Journal Published Year Pages File Type
10482066 Physica A: Statistical Mechanics and its Applications 2013 10 Pages PDF
Abstract
► We propose a neural network model with short-term and long-term synaptic plasticity. ► We examine the criticality of the model by various scaling tests. ► We find that short-term plasticity is responsible for attaining the criticality. ► The criticality attained by short-term plasticity is unsustainable to perturbation. ► Long-term metaplasticity allows the system to maintain criticality after perturbation.
Related Topics
Physical Sciences and Engineering Mathematics Mathematical Physics
Authors
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