We propose here a VLSI friendly algorithm for the implementation of the learning phase of Support Vector Machines (SVMs). Differently from previous methods, that rely on sophisticated constrained nonlinear programming algorithms, our approach finds a simple updating rule that can be easily implemented in digital VLSI.
A VLSI friendly algorithm for support vector machines
ANGUITA, DAVIDE;RIDELLA, SANDRO
1999-01-01
Abstract
We propose here a VLSI friendly algorithm for the implementation of the learning phase of Support Vector Machines (SVMs). Differently from previous methods, that rely on sophisticated constrained nonlinear programming algorithms, our approach finds a simple updating rule that can be easily implemented in digital VLSI.File in questo prodotto:
Non ci sono file associati a questo prodotto.
I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.