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An Enhanced Model for Stochastic Coordination
Published 2016-10-01“…This paper extends IMCreo, a semantic model for Stochastic reo based on interactive Markov chains, to enhance its scalability, by regarding each channel and node, as well as interface components, as independent stochastic processes that may (or may not) synchronise with the rest of the coordination circuit.…”
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323
Optimization by Adaptive Stochastic Descent.
Published 2018-01-01“…This paper outlines an optimization algorithm, Adaptive Stochastic Descent (ASD), that has been designed to replicate the essential aspects of manual parameter fitting in an automated way. …”
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A stochastic control problem
Published 2004-11-01Subjects: “…Stochastic differential equations…”
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327
Stochastic Gravity: Theory and Applications
Published 2004-01-01“…In the second part, we describe three applications of stochastic gravity theory. First, we consider metric perturbations in a Minkowski spacetime. …”
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Efficiency of the stochastic approximation method
Published 2012-01-01Subjects: “…Stochastic approximation…”
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331
Stochastic Chaos and Markov Blankets
Published 2021-09-01“…Here, using the Lorenz system as the basis of stochastic chaos, we leverage the Helmholtz decomposition—and polynomial expansions—to parameterise the steady-state density in terms of surprisal or self-information. …”
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STOCHASTIC SURFACE MESH RECONSTRUCTION
Published 2018-05-01“…The following second step is focused on the stochastic surface mesh reconstruction. It exploits the previously determined error ellipsoids by computing a point-wise quality measure, which takes into account the semi-diagonal axis length of the error ellipsoid. …”
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Stochastic Simulation of Cellular Metabolism
Published 2020-01-01“…However, the processing of stochastic algorithms is a computationally intensive task with intrinsic limitations. …”
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Stochastic resetting on comblike structures
Published 2020-07-01“…We study a diffusion process on a three-dimensional comb under stochastic resetting. We consider three different types of resetting: global resetting from any point in the comb to the initial position, resetting from a finger to the corresponding backbone, and resetting from secondary fingers to the main fingers. …”
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INFORMATION Equivalence of stochastic processes
Published 2019-06-01Subjects: “…stochastic process…”
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Stochastic consolidation of lifelong memory
Published 2022-07-01“…Here we present a model for continual learning in a recurrent neural network combining Hebbian learning, synaptic decay and a novel memory consolidation mechanism: memories undergo stochastic rehearsals with rates proportional to the memory’s basin of attraction, causing self-amplified consolidation. …”
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