This paper introduces a memristor-network based accelerator for L2-norm based machine learning. A coupled-memristor-oscillator network is developed for a L2-norm calculation; and a ...

Traditional machine learning methods are always formulated by L2-norm distances, which are prone to outlier data and not robust against outliers. To develop a robust machine learning method, we ...

The standard L2-norm support vector machine (SVM) is a widely used tool for classification problems. The L1-norm SVM is a variant of the standard L2-norm SVM, that constrains the L1-norm of the fitted ...