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» Predictive Representations of State
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GECCO
2005
Springer
204views Optimization» more  GECCO 2005»
14 years 3 months ago
Modeling systems with internal state using evolino
Existing Recurrent Neural Networks (RNNs) are limited in their ability to model dynamical systems with nonlinearities and hidden internal states. Here we use our general framework...
Daan Wierstra, Faustino J. Gomez, Jürgen Schm...
BPM
2008
Springer
157views Business» more  BPM 2008»
13 years 12 months ago
Workflow Simulation for Operational Decision Support Using Design, Historic and State Information
Simulation is widely used as a tool for analyzing business s but is mostly focused on examining rather abstract steady-state situations. Such analyses are helpful for the initial d...
Anne Rozinat, Moe Thandar Wynn, Wil M. P. van der ...
PAM
2012
Springer
12 years 5 months ago
SyFi: A Systematic Approach for Estimating Stateful Firewall Performance
Due to the lack of a standardized methodology for reporting firewall performance, current datasheets are designed for marketing and provide inflated throughput measurements obtai...
Yordanos Beyene, Michalis Faloutsos, Harsha V. Mad...
IJCNN
2006
IEEE
14 years 4 months ago
Echo State Networks for Determining Harmonic Contributions from Nonlinear Loads
—This paper investigates the application of a new kind of recurrent neural network called Echo State Networks (ESNs) for the problem of measuring the actual amount of harmonic cu...
Joy Mazumdar, Ganesh K. Venayagamoorthy, Ronald G....
ICC
2000
IEEE
14 years 2 months ago
Reduced-State BCJR-Type Algorithms
—In this paper, we propose a technique to reduce the number of trellis states in BCJR-type algorithms, i.e., algorithms with a structure similar to that of the well-known algorit...
Giulio Colavolpe, Gian Luigi Ferrari, Riccardo Rah...