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Topic: Adaptation and Learning

ADAPTATION AND LEARNING

A unified approach to the steady-state and tracking analysis of adaptive filters

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Order-recursive RLS Laguerre adaptive filtering

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Steady-state and tracking analyses of the sign algorithm without the explicit use of the independence assumption

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An embedding approach to frequency-domain and subband adaptive filtering

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On the learning mechanism of adaptive filters

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On the convergence of blind adaptive equalizers for constant-modulus signals

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A feedback approach to the steady-state performance of fractionally-spaced blind adaptive equalizers

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Unbiased and stable leakage-based adaptive filters

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Robust FxLMS algorithms with improved convergence performance

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Supervised learning of Perceptron and output feedback dynamic networks: A feedback analysis via the small gain theorem

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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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