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» Optimal Retiming for Initial State Computation
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TNN
2011
129views more  TNN 2011»
13 years 7 days ago
Minimum Complexity Echo State Network
—Reservoir computing (RC) refers to a new class of state-space models with a fixed state transition structure (the “reservoir”) and an adaptable readout form the state space...
Ali Rodan, Peter Tino
DAC
2000
ACM
14 years 6 months ago
Formal verification of iterative algorithms in microprocessors
Contemporary microprocessors implement many iterative algorithms. For example, the front-end of a microprocessor repeatedly fetches and decodes instructions while updating interna...
Mark Aagaard, Robert B. Jones, Roope Kaivola, Kath...
ISVC
2009
Springer
13 years 12 months ago
Optimal Weights for Convex Functionals in Medical Image Segmentation
Energy functional minimization is a popular technique for medical image segmentation. The segmentation must be initialized, weights for competing terms of an energy functional must...
Chris McIntosh, Ghassan Hamarneh
GECCO
2006
Springer
167views Optimization» more  GECCO 2006»
13 years 9 months ago
Genomic computing networks learn complex POMDPs
A genomic computing network is a variant of a neural network for which a genome encodes all aspects, both structural and functional, of the network. The genome is evolved by a gen...
David J. Montana, Eric Van Wyk, Marshall Brinn, Jo...
ICTAI
2000
IEEE
13 years 9 months ago
Building efficient partial plans using Markov decision processes
Markov Decision Processes (MDP) have been widely used as a framework for planning under uncertainty. They allow to compute optimal sequences of actions in order to achieve a given...
Pierre Laroche