Eric, the papers that I posted were about the efficient implementation of the SVM, in particular for a couple of low power micro-controllers (the Atmel ATmega128L and the Microchip PIC16F877). The first of the tow was programmed by NesC for the Mica2, Mica2Dot, MicaZ, etc.
We used nu-SVM, which is for implementations on platforms with reduced capabilities [3], [4]. Unfortunately, IEEE papers have to be purchased. Free definitions of SVM with some references can be found at http://en.wikipedia.org/wiki/Support_vector_machine or at many other websites. Some important references are: [1] V. Vapnik, *Statistical Learning Theory*. Hoboken, NJ: Wiley, 1998. [2] B. Scholkopf and A. Smola, *Learning With Kernels*. Cambridge, MA: MIT Press, 2002. [3] B. Schölkopf, A. Smola, R. Williamson, and P. L. Bartlett. New support vector algorithms. *Neural Computation*, 12, 2000, 1207-1245. [4] http://www.google.it/url?sa=t&source=web&cd=1&ved=0CBgQFjAA&url=http%3A%2F%2Fciteseerx.ist.psu.edu%2Fviewdoc%2Fdownload%3Fdoi%3D10.1.1.6.9729%26rep%3Drep1%26type%3Dpdf&rct=j&q=tutorial%20nu-svm&ei=RsaeTeq8NMeLswaS0oz9AQ&usg=AFQjCNEJdh4s5wUKz1C7bQhL9h2LnrP5nA&sig2=0RV7GfzPjbw5o8-UfQXw0A&cad=rja [5] LIBSVM, *SVM Tool*. [Online]. Available: http://www.csie.ntu.edu.tw/ cjlin/libsvm/ Fernando On Fri, Apr 8, 2011 at 9:36 AM, Eric Decker <[email protected]> wrote: > > Neither of those abstracts define what support vector machines are. They > reference the term. > And one would need to by the papers to see if it is defined inside the > paper. > > doesn't help. no problem. > > From wikipedia: http://en.wikipedia.org/wiki/Support_vector_machine. Is > that what the original > poster is referring to? > > If so, the first paper talks about an implementation on the mica2. Not > sure how to find > the source code but the paper maybe helpful. > > > On Thu, Apr 7, 2011 at 11:49 PM, Fernando Pianegiani < > [email protected]> wrote: > >> Hi, >> >> perhaps these two works can be of help: >> >> >> http://ieeexplore.ieee.org/search/freesrchabstract.jsp?tp=&arnumber=4404133&queryText%3Dpianegiani%26openedRefinements%3D*%26searchField%3DSearch+All >> >> >> http://ieeexplore.ieee.org/search/freesrchabstract.jsp?tp=&arnumber=4061072&queryText%3Dpianegiani%26openedRefinements%3D*%26searchField%3DSearch+All >> >> Fernando >> >> On Fri, Apr 8, 2011 at 2:16 AM, Eric Decker <[email protected]> wrote: >> >>> Hi Sid, >>> >>> what pray tell is a support vector machine? >>> >>> On Thu, Apr 7, 2011 at 3:09 PM, sid sid <[email protected]> wrote: >>> >>>> * Hi all. >>>> >>>> >>>> i want to develop a support vector machine (SVM) on nesc >>>> >>>> **Does anybody have an experience about this topic?** >>>> >>>> Thanks in advance >>>> ** >>>> **sid >>>> >>>> * >>>> >>>> >>>> >>>> >>>> >>>> _______________________________________________ >>>> Tinyos-help mailing list >>>> [email protected] >>>> https://www.millennium.berkeley.edu/cgi-bin/mailman/listinfo/tinyos-help >>>> >>> >>> >>> >>> -- >>> Eric B. Decker >>> Senior (over 50 :-) Researcher >>> >>> >>> >>> _______________________________________________ >>> Tinyos-help mailing list >>> [email protected] >>> https://www.millennium.berkeley.edu/cgi-bin/mailman/listinfo/tinyos-help >>> >> >> >> > > > -- > Eric B. Decker > Senior (over 50 :-) Researcher > > >
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