Homeostatic Fault Tolerance in Spiking Neural Networks: A Dynamic Hardware Perspective

Abstract

Fault tolerance is a remarkable feature of biological systems and their self-repair capability influence modern electronic systems. In this paper, we propose a novel plastic neural network model, which establishes homeostasis in a spiking neural network. Combined with this plasticity and the inspiration from inhibitory interneurons, we develop a fault… (More)
DOI: 10.1109/TCSI.2017.2726763

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