Nanotech 2011 Vol. 2
Nanotech 2011 Vol. 2
Nanotechnology 2011: Electronics, Devices, Fabrication, MEMS, Fluidics and Computational

Nano & Micro: Computational Methods, Simulation & Software Tools Chapter 9

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

Authors: S.E. Lyshevski

Affilation: Rochester Institute of Technology, United States

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.

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

ISBN: 978-1-4398-7139-3
Pages: 854
Hardcopy: $199.95