Survey of Stochastic-Based Computation Paradigms
Author(s) -
Mohammed Alawad,
Mingjie Lin
Publication year - 2016
Publication title -
ieee transactions on emerging topics in computing
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.781
H-Index - 46
eISSN - 2376-4562
pISSN - 2168-6750
DOI - 10.1109/tetc.2016.2598726
Subject(s) - stochastic computing , computer science , randomness , quantum computer , theoretical computer science , unconventional computing , boolean algebra , reversible computing , exploit , computation , distributed computing , quantum , algorithm , mathematics , statistics , physics , computer security , quantum mechanics
Effectively tackling the upcoming “zettabytes” data explosion requires a huge quantum leap in our computing power and energy efficiency. However, with the Moore's law dwindling quickly, the physical limits of CMOS technology make it almost intractable to achieve high energy efficiency if the traditional “deterministic and precise” computing model still dominates. Worse yet, the upcoming data explo...
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