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» On the Theory of Stochastic Processors
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CDC
2009
IEEE
159views Control Systems» more  CDC 2009»
15 years 2 months ago
A distributed machine learning framework
Abstract— A distributed online learning framework for support vector machines (SVMs) is presented and analyzed. First, the generic binary classification problem is decomposed in...
Tansu Alpcan, Christian Bauckhage
GLVLSI
2000
IEEE
145views VLSI» more  GLVLSI 2000»
15 years 2 months ago
CMOS system-on-a-chip voltage scaling beyond 50nm
† The limits on CMOS energy dissipation imposed by subthreshold leakage currents and by wiring capacitance are investigated for CMOS generations beyond 50nm at NTRS projected loc...
Azeez J. Bhavnagarwala, Blanca Austin, Ashok Kapoo...
HIPEAC
2007
Springer
15 years 1 months ago
Sunflower :  Full-System, Embedded Microarchitecture Evaluation
Abstract. This paper describes Sunflower, a full-system microarchitectural evaluation environment for embedded computing systems. The environment enables detailed microarchitectura...
Phillip Stanley-Marbell, Diana Marculescu
CPHYSICS
2007
114views more  CPHYSICS 2007»
14 years 9 months ago
GDF v2.0, an enhanced version of GDF
An improved version of the function estimation program GDF is presented. The main enhancements of the new version include: multi-output function estimation, capability of definin...
Ioannis G. Tsoulos, Dimitris Gavrilis, Evangelos D...
JPDC
2007
84views more  JPDC 2007»
14 years 9 months ago
Distributed average consensus with least-mean-square deviation
We consider a stochastic model for distributed average consensus, which arises in applications such as load balancing for parallel processors, distributed coordination of mobile a...
Lin Xiao, Stephen P. Boyd, Seung-Jean Kim