Analyzing the Scaling of Connectivity in Neuromorphic Hardware and in Models of Neural Networks

Abstract

In recent years, neuromorphic hardware systems have significantly grown in size. With more and more neurons and synapses integrated in such systems, the neural connectivity and its configurability have become crucial design constraints. To tackle this problem, we introduce a generic extended graph description of connection topologies that allows a… (More)
DOI: 10.1109/TNN.2011.2134109

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