In this paper, we show that a kernel-based perceptron can be efficiently implemented in digital hardware using very few components. Despite its simplicity, the experimental results on standard data sets show remarkable performance in terms of generalization error.
The Digital Kernel Perceptron / Anguita, Davide; Ridella, Sandro; Boni, Andrea. - ELETTRONICO. - (2002).
The Digital Kernel Perceptron
Boni, Andrea
2002-01-01
Abstract
In this paper, we show that a kernel-based perceptron can be efficiently implemented in digital hardware using very few components. Despite its simplicity, the experimental results on standard data sets show remarkable performance in terms of generalization error.File in questo prodotto:
| File | Dimensione | Formato | |
|---|---|---|---|
|
32.pdf
accesso aperto
Tipologia:
Versione editoriale (Publisher’s layout)
Licenza:
Tutti i diritti riservati (All rights reserved)
Dimensione
61.7 kB
Formato
Adobe PDF
|
61.7 kB | Adobe PDF | Visualizza/Apri |
I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione
