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What is VLSI Circuit Partitioning with KNN & Decision Tree about?

This paper proposes using classification algorithms like K-Nearest Neighbor and Decision Tree algorithms to achieve partitioning optimization for VLSI circuit applications. These algorithms are applied to sample circuits like a 3-bit Priority Encoder and a 4x2 SRAM. The results show that the K-Nearest Neighbor algorithm produces partitions with lower interconnections between subcircuits compared to the Decision Tree algorithm.

Author

Sudheer Reddy

Language

EN