Abstract
A kernel-based topographic map formation, kMER, was proposed by Van Hulle, and some effective learning rules have been proposed so far with many applications. However, no guide is indicated concerning the determination of the number of units in kMER. This paper describes a units deletion rule, which enables to construct automatically an appropriate-sized map to acquire the global topographic features underlying the input data. The effectiveness of the present rule has been confirmed by some preliminary computer simulations.
Talk to us
Join us for a 30 min session where you can share your feedback and ask us any queries you have
Schedule a callDisclaimer: All third-party content on this website/platform is and will remain the property of their respective owners and is provided on "as is" basis without any warranties, express or implied. Use of third-party content does not indicate any affiliation, sponsorship with or endorsement by them. Any references to third-party content is to identify the corresponding services and shall be considered fair use under The CopyrightLaw.
