The Digital Kernel Perceptron

Anguita, Davide and Boni, Andrea and Ridella, Sandro (2002) The Digital Kernel Perceptron. UNSPECIFIED. (In Press)

Download (61Kb) | Preview


    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.

    Item Type: Departmental Technical Report
    Department or Research center: Information Engineering and Computer Science
    Subjects: Q Science > QA Mathematics > QA075 Electronic computers. Computer science
    T Technology > TA Engineering (General). Civil engineering (General) > TA174 Engineering Design
    Uncontrolled Keywords: Digital Electronics, Neural Networks, Learning Theory
    Additional Information: To be published in Electronics Letters Vol. 38 No. 10 pp. 445 446, 2002
    Report Number: DIT-02-032
    Repository staff approval on: 21 Jan 2003

    Actions (login required)

    View Item