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Auflistung nach Autor:in "Herkersdorf, A."

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  • Konferenzbeitrag
    Learning Classifier Tables for Autonomic Systems on Chip
    (INFORMATIK 2008. Beherrschbare Systeme - dank Informatik. Band 2, 2008) Zeppenfeld, J.; Bouajila, A.; Stechele, W.; Herkersdorf, A.
    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.
  • Zeitschriftenartikel
    Workshop “Dependability and Fault Tolerance”
    (FERS-Mitteilungen: Vol. 28, No. 1, 2010) Großpietsch, K.-E.; Herkersdorf, A.