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cs.LG2020
Exploring Energy-Accuracy Tradeoffs in AI Hardware
Cory Merkel
Artificial intelligence (AI) is playing an increasingly significant role in our everyday lives. This trend is expected to continue, especially with recent pushes to move more AI to…
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…