<?xml version="1.0" encoding="utf-8"?><!DOCTYPE article  PUBLIC '-//OASIS//DTD DocBook XML V4.4//EN'  'http://www.docbook.org/xml/4.4/docbookx.dtd'><article><articleinfo><title>Multivariate_Analysis</title><revhistory><revision><revnumber>13</revnumber><date>2013-03-07 21:23:51</date><authorinitials>localhost</authorinitials><revremark>converted to 1.6 markup</revremark></revision><revision><revnumber>12</revnumber><date>2011-10-25 12:55:58</date><authorinitials>MicheleVeldsman</authorinitials></revision><revision><revnumber>11</revnumber><date>2011-10-25 12:55:28</date><authorinitials>MicheleVeldsman</authorinitials></revision><revision><revnumber>10</revnumber><date>2011-10-18 19:48:05</date><authorinitials>MicheleVeldsman</authorinitials></revision><revision><revnumber>9</revnumber><date>2011-10-10 09:30:42</date><authorinitials>MicheleVeldsman</authorinitials></revision><revision><revnumber>8</revnumber><date>2011-10-05 15:15:17</date><authorinitials>MicheleVeldsman</authorinitials></revision><revision><revnumber>7</revnumber><date>2011-10-05 15:10:27</date><authorinitials>MicheleVeldsman</authorinitials></revision><revision><revnumber>6</revnumber><date>2011-10-05 15:08:28</date><authorinitials>MicheleVeldsman</authorinitials></revision><revision><revnumber>5</revnumber><date>2011-10-05 15:03:59</date><authorinitials>MicheleVeldsman</authorinitials></revision><revision><revnumber>4</revnumber><date>2011-10-05 15:01:03</date><authorinitials>MicheleVeldsman</authorinitials></revision><revision><revnumber>3</revnumber><date>2011-10-05 15:00:22</date><authorinitials>MicheleVeldsman</authorinitials></revision><revision><revnumber>2</revnumber><date>2011-10-05 14:59:34</date><authorinitials>MicheleVeldsman</authorinitials></revision><revision><revnumber>1</revnumber><date>2011-10-05 14:54:19</date><authorinitials>MicheleVeldsman</authorinitials></revision></revhistory></articleinfo><para><emphasis role="underline"><emphasis role="strong">Multivariate Analysis</emphasis></emphasis></para><para><emphasis role="underline"><emphasis role="strong">Web Resources</emphasis></emphasis></para><para>Below is a list of web resources used in the talks </para><para><ulink url="http://www.cpu.bcm.edu/laconte/3dsvm.html">AFNI 3dsvm plug-in</ulink></para><para> <ulink url="http://code.google.com/p/princeton-mvpa-toolbox/">Princeton MVPA toolbox</ulink></para><para> <ulink url="http://www.pymvpa.org/">PyMVPA toolbox</ulink></para><para> <ulink url="http://www.csie.ntu.edu.tw/~cjlin/libsvm/">LIBSVM toolbox</ulink></para><para><emphasis role="underline"><emphasis role="strong">References</emphasis></emphasis></para><para>Mur, M. &amp; Kriegeskorte, N. (due). Tutorial on Pattern Classification in Functional Imaging. In: Kriegeskorte, N. &amp; Kreiman, G. (eds.). Visual Population Codes: Towards a Common Multivariate Framework for Cell Recording and Functional Imaging.</para><para>Mur, M., Bandettini, P. &amp; Kriegeskorte, N. (2009). Revealing representational content with pattern-information fMRI – an introductory guide. Social Cognitive &amp; Affective Neuroscience, 4(1): 101-109.</para><para> <ulink url="http://scan.oxfordjournals.org/content/4/1/101.short">DOI:10.1093/scan/nsn044</ulink></para><para>Kriegeskorte, N. (2011). Pattern-information analyses: from stimulus decoding to computational-model testing. Neuroimage. 56(2): 411-421. Norman, K.A., Polyn, S.M., Detre, G.J. &amp; Haxby, J.V. (2006).</para><para> <ulink url="http://www.sciencedirect.com/science/article/pii/S1053811911000978">DOI:10.1016/j.neuroimage.2011.01.061</ulink></para><para>Beyond mind-reading: multi-voxel pattern analysis of fMRI data. Trends in Cognitive Sciences, 10(9): 424-430.</para><para> <ulink url="http://www.ncbi.nlm.nih.gov/pubmed/16899397">PMID:16899397</ulink> </para><itemizedlist><listitem override="none"><para>Detailed mathematical background: </para></listitem></itemizedlist><para>Bishop, Ch. (2006). Pattern recognition &amp; machine learning. New York: Springer Science &amp; Business Media.</para><para> Duda RO, Hart PE, Stork DG (2001) Pattern Classification. New York, NY: John Wiley and Sons.</para></article>