no code implementations • 23 Mar 2022 • James B. Aimone, Aaron J. Hill, William M. Severa, Craig M. Vineyard
Boolean functions and binary arithmetic operations are central to standard computing paradigms.
no code implementations • 27 Jul 2021 • J. Darby Smith, Aaron J. Hill, Leah E. Reeder, Brian C. Franke, Richard B. Lehoucq, Ojas Parekh, William Severa, James B. Aimone
Computing stands to be radically improved by neuromorphic computing (NMC) approaches inspired by the brain's incredible efficiency and capabilities.
no code implementations • 21 May 2020 • J. Darby Smith, William Severa, Aaron J. Hill, Leah Reeder, Brian Franke, Richard B. Lehoucq, Ojas D. Parekh, James B. Aimone
The widely parallel, spiking neural networks of neuromorphic processors can enable computationally powerful formulations.
no code implementations • 21 Mar 2017 • Michael R. Smith, Aaron J. Hill, Kristofor D. Carlson, Craig M. Vineyard, Jonathon Donaldson, David R. Follett, Pamela L. Follett, John H. Naegle, Conrad D. James, James B. Aimone
Information in neural networks is represented as weighted connections, or synapses, between neurons.