Spike-based primitives for graph algorithms
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📝 Original Info
- Title: Spike-based primitives for graph algorithms
- ArXiv ID: 1903.10574
- Date: 2019-03-27
- Authors: Kathleen E. Hamilton and Tiffany M. Mintz and Catherine D. Schuman
📝 Abstract
In this paper we consider graph algorithms and graphical analysis as a new application for neuromorphic computing platforms. We demonstrate how the nonlinear dynamics of spiking neurons can be used to implement low-level graph operations. Our results are hardware agnostic, and we present multiple versions of routines that can utilize static synapses or require synapse plasticity.📄 Full Content
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