Gesellschaft für Informatik e.V.

Lecture Notes in Informatics

INFORMATIK 2008 Beherrschbare Systeme - dank Informatik Band 2 P-134, 771-778 (2008).

Gesellschaft für Informatik, Bonn


Heinz-Gerd Hegering (ed.), Axel Lehmann (ed.), Hans Jürgen Ohlbach (ed.), Christian Scheideler (ed.)

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Learning classifier tables for autonomic systems on chip

Johannes Zeppenfeld , Abdelmajid Bouajila , Walter Stechele and Andreas Herkersdorf


This paper introduces a new hardware-based machine learning building block - called Learning Classifier Table (LCT) - for the run-time reliability, performance and power optimization of future generations of Systems-on-Chip. LCT inherits concepts from the reinforcement learning techniques found in Learning Classifier Systems. Prediction weighted LCT rule evaluation is implemented on a clock cycle scale with low hardware complexity.

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Gesellschaft für Informatik, Bonn
ISBN 978-3-88579-228-4

Last changed 04.10.2013 18:18:44