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CDC
2008
IEEE
120views Control Systems» more  CDC 2008»
15 years 10 months ago
Approximate abstractions of discrete-time controlled stochastic hybrid systems
ate Abstractions of Discrete-Time Controlled Stochastic Hybrid Systems Alessandro D’Innocenzo, Alessandro Abate, and Maria D. Di Benedetto — This work proposes a procedure to c...
Alessandro D'Innocenzo, Alessandro Abate, Maria Do...
DSVIS
2005
Springer
15 years 9 months ago
Towards Model Checking Stochastic Aspects of the thinkteam User Interface
Abstract. Stochastic model checking is a recent extension of traditional modelchecking techniques for the integrated analysis of both qualitative and quantitative system properties...
Maurice H. ter Beek, Mieke Massink, Diego Latella
GLVLSI
2009
IEEE
146views VLSI» more  GLVLSI 2009»
15 years 8 months ago
A reconfigurable stochastic architecture for highly reliable computing
Mounting concerns over variability, defects and noise motivate a new approach for integrated circuits: the design of stochastic logic, that is to say, digital circuitry that opera...
Xin Li, Weikang Qian, Marc D. Riedel, Kia Bazargan...
TOMACS
2010
79views more  TOMACS 2010»
14 years 11 months ago
A stochastic approximation method with max-norm projections and its applications to the Q-learning algorithm
In this paper, we develop a stochastic approximation method to solve a monotone estimation problem and use this method to enhance the empirical performance of the Q-learning algor...
Sumit Kunnumkal, Huseyin Topaloglu
DATE
2010
IEEE
148views Hardware» more  DATE 2010»
15 years 9 months ago
Scalable stochastic processors
Abstract—Future microprocessors increasingly rely on an unreliable CMOS fabric due to aggressive scaling of voltage and frequency, and shrinking design margins. Fortunately, many...
Sriram Narayanan, John Sartori, Rakesh Kumar, Doug...