Nano Science and Technology Institute
Nanotech 2011 Vol. 2
Nanotech 2011 Vol. 2
Nanotechnology 2011: Electronics, Devices, Fabrication, MEMS, Fluidics and Computational
Chapter 9: Nano & Micro: Computational Methods, Simulation & Software Tools

Neuromorphic Logic Networks and Robust Stochastic Computing Under Large Perturbations and Uncertanties

Authors:S.E. Lyshevski
Affilation:Rochester Institute of Technology, US
Pages:690 - 693
Keywords:neuromorphic processing, computing, robust
Abstract:This paper contributes to robust fault-tolerant neuromorphic computing for expected nano-centric processing hardware. We develop: (a) A library of neuromorphic networks for elementary logic function in order to enable the design of an arbitrary complexity logic networks; (b) Methods for designing fault tolerant neuromorphic networks in the presence of unreliable or failed threshold elements in the network. Our interest to neuromorphic computing is motivated by the stochastic and quantum physics of phenomena in microscopic (nano) processing primitives.
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