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IPL
2007
79views more  IPL 2007»
15 years 6 months ago
Analysis of noise-induced phase synchronization in nervous systems: from algorithmic perspective
In many cases, a key step in neuronal information processing is phase synchronization of neurons (as oscillators). Substantial evidence suggests that an universal mechanism is beh...
Dawei Hong
ALENEX
2008
133views Algorithms» more  ALENEX 2008»
15 years 7 months ago
Comparing Online Learning Algorithms to Stochastic Approaches for the Multi-Period Newsvendor Problem
The multi-period newsvendor problem describes the dilemma of a newspaper salesman--how many paper should he purchase each day to resell, when he doesn't know the demand? We d...
Shawn O'Neil, Amitabh Chaudhary
BIOCOMP
2008
15 years 7 months ago
Stochastic Simulation Algorithms for Chemical Reactions
Tae-Hyuk Ahn, Yang Cao, Layne T. Watson
SIAMCO
2000
104views more  SIAMCO 2000»
15 years 6 months ago
Law of the Iterated Logarithm for a Constant-Gain Linear Stochastic Gradient Algorithm
We study almost-sure limiting properties, taken as 0, of the finite horizon sequence of random estimates { 0, 1, 2, . . . , T/ } for the linear stochastic gradient algorithm n+1 ...
J. A. Joslin, A. J. Heunis
CDC
2010
IEEE
105views Control Systems» more  CDC 2010»
15 years 1 months ago
Learning in mean-field oscillator games
This research concerns a noncooperative dynamic game with large number of oscillators. The states are interpreted as the phase angles for a collection of non-homogeneous oscillator...
Huibing Yin, Prashant G. Mehta, Sean P. Meyn, Uday...