We leverage properties of the logic synthesis netlist to define both a logic element architecture and an associated technology mapping algorithm that together provide improved lo...
: The k nearest neighbor classification (k-NN) is a very simple and popular method for classification. However, it suffers from a major drawback, it assumes constant local class po...
As manufacturing technology enters the ultra-deep submicron era, wafer yields are destined to drop due to higher occurrence of physical defects on the die. This paper proposes a y...
Nicola Campregher, Peter Y. K. Cheung, George A. C...
A family of recombination operators is studied in this work. These operators are based on keeping and using certain information about the past evolution of the algorithm to guide t...
In classification problems, Support Vector Machines maximize the margin of separation between two classes. While the paradigm has been successful, the solution obtained by SVMs is...