Integrated extreme gradient boost with c4.5 classifier for high level synthesis in very large scale integration circuits
Thillai Rani M,
Rajkumar R,
Sai Pradeep K.P
et al.
Abstract:High-level synthesis (HLS) is utilized for high-performance and energy-efficient heterogeneous systems designing. HLS is assist in field-programmable gate array circuits designing where hardware implementations are refined and replaced in target device. However, the power-process-voltage-temperature-delay (PPVTD) variation in VLSI circuits undergoes many problems and reduced the performance. In order to address these problems, C4.5 with eXtreme Gradient Boosting Classification based High Level Synthesis (C4.5-… Show more
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