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Topic: Adaptation and Learning

ADAPTATION AND LEARNING

Adaptive tracking of linear time-variant systems by extended RLS algorithms

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An l_2 stable feedback structure for nonlinear adaptive filtering and identification

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Error energy bounds for adaptive gradient algorithms

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A time-domain feedback analysis of filtered-error adaptive gradient algorithms

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Robustness of Gauss-Newton recursive methods: A deterministic feedback analysis

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A state-space approach to adaptive RLS filtering

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ASL

The Adaptive Systems Laboratory at EPFL fosters a rich interdisciplinary research program on the analysis and design of adaptive systems and networks with cognitive and learning abilities.

Find us

Address
EPFL School of Engineering
BM 4102
Station 17
CH-1015 Lausanne
Switzerland

Professor
Ali H. Sayed
email: ali.sayed@epfl.ch
phone: +41 21 693 69 44

Assistant
Patricia Vonlanthen
email: patricia.vonlanthen@epfl.ch
phone: +41 21 693 69 61

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