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Resonant Machine Learning Based on Complex Growth Transform Dynamical Systems

By Oindrila Chatterjee and Shantanu Chakrabartty
Traditional energy-based learning models associate a single energy metric to each configuration of variables involved in the underlying optimization process. Such models associate the lowest energy state to the optimal configuration of variables under consideration, and are thus inherently dissipative in nature. In this paper we propose an energy-efficient learning... Show more
February 21, 2020
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Resonant Machine Learning Based on Complex Growth Transform Dynamical Systems
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