Auflistung nach Autor:in "Zeppenfeld, J."
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- KonferenzbeitragLearning 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.