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cs.NE2020
Energy Constraints Improve Liquid State Machine Performance
Andrew Fountain, Cory Merkel
A model of metabolic energy constraints is applied to a liquid state machine in order to analyze its effects on network performance. It was found that, in certain combinations of e…
cs.NE2018
An FPGA Implementation of a Time Delay Reservoir Using Stochastic Logic
Lisa Loomis, Nathan McDonald, Cory Merkel
This paper presents and demonstrates a stochastic logic time delay reservoir design in FPGA hardware. The reservoir network approach is analyzed using a number of metrics, such as…