<?xml version="1.0" encoding="ISO-8859-1"?><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance">
<front>
<journal-meta>
<journal-id>0035-001X</journal-id>
<journal-title><![CDATA[Revista mexicana de física]]></journal-title>
<abbrev-journal-title><![CDATA[Rev. mex. fis.]]></abbrev-journal-title>
<issn>0035-001X</issn>
<publisher>
<publisher-name><![CDATA[Sociedad Mexicana de Física]]></publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id>S0035-001X2009000100009</article-id>
<title-group>
<article-title xml:lang="en"><![CDATA[Robustness of noise induced resonances]]></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Escalona]]></surname>
<given-names><![CDATA[J]]></given-names>
</name>
<xref ref-type="aff" rid="A01"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Parmananda]]></surname>
<given-names><![CDATA[P]]></given-names>
</name>
<xref ref-type="aff" rid="A02"/>
</contrib>
</contrib-group>
<aff id="A01">
<institution><![CDATA[,Universidad Autónoma del Estado de Morelos Facultad de Ciencias ]]></institution>
<addr-line><![CDATA[Cuernavaca Morelos]]></addr-line>
<country>México</country>
</aff>
<aff id="A02">
<institution><![CDATA[,Indian Institute of Technology Bombay Department of Physics ]]></institution>
<addr-line><![CDATA[Mumbai ]]></addr-line>
<country>India</country>
</aff>
<pub-date pub-type="pub">
<day>00</day>
<month>02</month>
<year>2009</year>
</pub-date>
<pub-date pub-type="epub">
<day>00</day>
<month>02</month>
<year>2009</year>
</pub-date>
<volume>55</volume>
<numero>1</numero>
<fpage>68</fpage>
<lpage>72</lpage>
<copyright-statement/>
<copyright-year/>
<self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_arttext&amp;pid=S0035-001X2009000100009&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_abstract&amp;pid=S0035-001X2009000100009&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_pdf&amp;pid=S0035-001X2009000100009&amp;lng=en&amp;nrm=iso"></self-uri><abstract abstract-type="short" xml:lang="en"><p><![CDATA[In order to confirm the emergence of resonances in the presence of non-stationary noise, an excitable FitzHugh-Nagumo (FN) system is subjected to stochastic forcing both in the absence and in the presence of sub-threshold signals. This non-stationarity of noise is mimicked by varying the noise sequence (seed) for each amplitude of the superimposed noise while preserving their statistical properties. Our numerical computations indicate that noise induced resonances for this non-stationarity stochastic forcing become less conclusive for complex subthreshold signals.]]></p></abstract>
<abstract abstract-type="short" xml:lang="es"><p><![CDATA[Para confirmar la aparición de resonancias en la presencia de ruido no estacionario, utilizamos un sistema tipo FitzHugh-Nagumo (FN) sujeto a fuerzas estocásticas tanto en ausencia, así como en presencia de señales subumbrales. Simulamos el carácter no estacionaro del ruido variando las secuencias del ruido (semillas) para cada amplitud de ruido superpuesto, manteniendo sus propiedades estadísticas. Nuestros resultados numéricos indican que el ruido para este forzamiento estocástico no estacionario se vuelve menos contundente conforme aumenta la complejidad de las señales subumbrales.]]></p></abstract>
<kwd-group>
<kwd lng="en"><![CDATA[Stochastic resonance]]></kwd>
<kwd lng="en"><![CDATA[excitable system]]></kwd>
<kwd lng="es"><![CDATA[Resonancia estocástica]]></kwd>
<kwd lng="es"><![CDATA[sistema excitable]]></kwd>
</kwd-group>
</article-meta>
</front><body><![CDATA[ <p align="justify"><font face="verdana" size="4"> Investigaci&oacute;n</font></p>     <p align="justify"><font face="verdana" size="2"> &nbsp;</font></p>     <p align="center"><font face="verdana" size="4"><b>Robustness of noise induced resonances</b></font></p>     <p align="center"><font face="verdana" size="2">&nbsp;</font></p>     <p align="center"><font face="verdana" size="2"><b>J. Escalona&ordf; and P. Parmananda<sup>a , b</sup></b></font></p>     <p align="justify"><font face="verdana" size="2"> &nbsp;</font></p>     <p align="justify"><font face="verdana" size="2"> <i>&ordf; Facultad de Ciencias, Universidad Aut&oacute;noma del Estado de Morelos, </i><i>Avenida Universidad 1001, Colonia Chamilpa 62209, Cuernavaca, Morelos, M&eacute;xico.</i></font></p>     <p align="justify"><font face="verdana" size="2"> <i><sup>b </sup>Department of Physics, Indian Institute of Technology Bombay, </i><i>Powai, Mumbai 400076, India.</i></font></p>     <p align="justify"><font face="verdana" size="2"> &nbsp;</font></p>     <p align="justify"><font face="verdana" size="2"> Recibido el 10 de diciembre de 2008    ]]></body>
<body><![CDATA[<br> Aceptado el 20 de enero de 2009</font></p>     <p align="justify"><font face="verdana" size="2"> &nbsp;</font></p>     <p align="justify"><font face="verdana" size="2"> <b>Abstract</b></font></p>     <p align="justify"><font face="verdana" size="2"> In order to confirm the emergence of resonances in the presence of non&#150;stationary noise, an excitable FitzHugh&#150;Nagumo (FN) system is subjected to stochastic forcing both in the absence and in the presence of sub&#150;threshold signals. This non&#150;stationarity of noise is mimicked by varying the noise sequence (seed) for each amplitude of the superimposed noise while preserving their statistical properties. Our numerical computations indicate that noise induced resonances for this non&#150;stationarity stochastic forcing become less conclusive for complex subthreshold signals.</font></p>     <p align="justify"><font face="verdana" size="2"> <b>Keywords: </b>Stochastic resonance; excitable system.</font></p>     <p align="justify"><font face="verdana" size="2"> &nbsp;</font></p>     <p align="justify"><font face="verdana" size="2"> <b>Resumen</b></font></p>     <p align="justify"><font face="verdana" size="2"> Para confirmar la aparici&oacute;n de resonancias en la presencia de ruido no estacionario, utilizamos un sistema tipo FitzHugh&#150;Nagumo (FN) sujeto a fuerzas estoc&aacute;sticas tanto en ausencia, as&iacute; como en presencia de se&ntilde;ales subumbrales. Simulamos el car&aacute;cter no estacionaro del ruido variando las secuencias del ruido (semillas) para cada amplitud de ruido superpuesto, manteniendo sus propiedades estad&iacute;sticas. Nuestros resultados num&eacute;ricos indican que el ruido para este forzamiento estoc&aacute;stico no estacionario se vuelve menos contundente conforme aumenta la complejidad de las se&ntilde;ales subumbrales.</font></p>     <p align="justify"><font face="verdana" size="2"> <b>Descriptores: </b>Resonancia estoc&aacute;stica; sistema excitable. </font></p>     <p align="justify"><font face="verdana" size="2"> &nbsp;</font></p>     ]]></body>
<body><![CDATA[<p align="justify"><font face="verdana" size="2"> PACS: 05.45.&#150;a; 82.40.Bj; 87.19.lc</font></p>     <p align="justify"><font face="verdana" size="2"> &nbsp;</font></p>     <p align="justify"><font face="verdana" size="2"> <a href="/pdf/rmf/v55n1/v55n1a9.pdf" target="_blank">DESCARGAR ART&Iacute;CULO EN FORMATO PDF</a></font></p>     <p align="justify"><font face="verdana" size="2"> &nbsp;</font></p>     <p align="justify"><font face="verdana" size="2"> <b>Acknowledgments</b></font></p>     <p align="justify"><font face="verdana" size="2"> We wish to acknowledge the financial support received from CONACyT via projects 48354&#150;F and 59329.</font></p>     <p align="justify"><font face="verdana" size="2"> &nbsp;</font></p>     <p align="justify"><font face="verdana" size="2"> <b>References</b></font></p>     <!-- ref --><p align="justify"><font face="verdana" size="2"> 1. R. Benzi, A. Sutera, and A. Vulpiani, <i>J. Phys. A </i><b>14</b> (1981) 453.</font>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=8353064&pid=S0035-001X200900010000900001&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --><!-- ref --><p align="justify"><font face="verdana" size="2"> 2. G. Nicolis, and C. Nicolis, <i>Tellus </i><b>33</b> (1981) 225;    &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=8353065&pid=S0035-001X200900010000900002&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --><!-- ref --> C. Nicolis and C. Nicolis, <i>Tellus </i><b>34</b> (1982) 1.</font>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=8353066&pid=S0035-001X200900010000900003&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --><!-- ref --><p align="justify"><font face="verdana" size="2"> 3. J.J. Collins, C.C. Chow, and T.T. Imhoff, <i>Phys. Rev. E </i><b>52</b> (1995) R3321.</font>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=8353067&pid=S0035-001X200900010000900004&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --><!-- ref --><p align="justify"><font face="verdana" size="2"> 4. C. Eichwald and J. Walleczek, <i>Phys. Rev. E </i><b>55</b> (1997) R6315.</font>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=8353068&pid=S0035-001X200900010000900005&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --><!-- ref --><p align="justify"><font face="verdana" size="2"> 5. P. Parmananda, Gerardo J. Escalera Santos, M. Rivera, and K. Showalter, <i>Phys. Rev. E</i> <b>71</b> (2005) 031110.</font>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=8353069&pid=S0035-001X200900010000900006&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --><!-- ref --><p align="justify"><font face="verdana" size="2"> 6. S. Arkady Pikovsky and J&uuml;rgen Kurths, <i>Phys. Rev. Lett. </i><b>78</b> (1997) 775.</font>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=8353070&pid=S0035-001X200900010000900007&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --><!-- ref --><p align="justify"><font face="verdana" size="2"> 7. G. Giacomelli, M. Giudici, S. Balle, and J. R. Tredicce, <i>Phys., Rev. Lett.</i> <b>84</b> (2000) 3298.</font>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=8353071&pid=S0035-001X200900010000900008&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --><!-- ref --><p align="justify"><font face="verdana" size="2"> 8. G.J. Escalera Santos, M. Rivera, M. Eiswirth, and P. Parmananda,<i> Phys. Rev. E </i><b>70</b> (2004) 021103.</font>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=8353072&pid=S0035-001X200900010000900009&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --><!-- ref --><p align="justify"><font face="verdana" size="2"> 9. L. Gammaitoni, P. Hanggi, P. Jung, and F. Marchesoni, <i>Rev. Mod. Phys.</i> <b>70</b> (1998) 223.</font>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=8353073&pid=S0035-001X200900010000900010&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --><!-- ref --><p align="justify"><font face="verdana" size="2"> 10. H. S. Greenside and E. Helfand, <i>Bell <i>Syst. Tech. J. </i></i><b>60</b> (1981) 1927.</font>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=8353074&pid=S0035-001X200900010000900011&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --><!-- ref --><p align="justify"><font face="verdana" size="2"> 11. J. Escalona, Gerardo J. Escalera Santos, and P. Parmananda, <i>Phys. Rev. E.</i> <b>76</b> (2007) 016213.</font>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=8353075&pid=S0035-001X200900010000900012&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --><!-- ref --><p align="justify"><font face="verdana" size="2"> 12. C. Heneghan <i>et al., Phys Rev. E</i> <b>54</b> (1996) R2228.</font>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=8353076&pid=S0035-001X200900010000900013&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --><!-- ref --><p align="justify"><font face="verdana" size="2"> 13. A. Capurro, K. Pakdaman, T. Nomura, and S. Sato, <i>Phys. Rev. E </i><b>58</b> (1998) 4820.</font>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=8353077&pid=S0035-001X200900010000900014&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --> ]]></body><back>
<ref-list>
<ref id="B1">
<label>1</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Benzi]]></surname>
<given-names><![CDATA[R]]></given-names>
</name>
<name>
<surname><![CDATA[Sutera]]></surname>
<given-names><![CDATA[A]]></given-names>
</name>
<name>
<surname><![CDATA[Vulpiani]]></surname>
<given-names><![CDATA[A]]></given-names>
</name>
</person-group>
<source><![CDATA[J. Phys. A]]></source>
<year>1981</year>
<numero>14</numero>
<issue>14</issue>
<page-range>453</page-range></nlm-citation>
</ref>
<ref id="B2">
<label>2</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Nicolis]]></surname>
<given-names><![CDATA[G]]></given-names>
</name>
<name>
<surname><![CDATA[Nicolis]]></surname>
<given-names><![CDATA[C]]></given-names>
</name>
</person-group>
<source><![CDATA[Tellus]]></source>
<year>1981</year>
<numero>33</numero>
<issue>33</issue>
<page-range>225</page-range></nlm-citation>
</ref>
<ref id="B3">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Nicolis]]></surname>
<given-names><![CDATA[C]]></given-names>
</name>
<name>
<surname><![CDATA[Nicolis]]></surname>
<given-names><![CDATA[C]]></given-names>
</name>
</person-group>
<source><![CDATA[Tellus]]></source>
<year>1982</year>
<numero>34</numero>
<issue>34</issue>
<page-range>1</page-range></nlm-citation>
</ref>
<ref id="B4">
<label>3</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Collins]]></surname>
<given-names><![CDATA[J.J.]]></given-names>
</name>
<name>
<surname><![CDATA[Chow]]></surname>
<given-names><![CDATA[C.C.]]></given-names>
</name>
<name>
<surname><![CDATA[Imhoff]]></surname>
<given-names><![CDATA[T.T.]]></given-names>
</name>
</person-group>
<source><![CDATA[Phys. Rev. E]]></source>
<year>1995</year>
<numero>52</numero>
<issue>52</issue>
<page-range>R3321</page-range></nlm-citation>
</ref>
<ref id="B5">
<label>4</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Eichwald]]></surname>
<given-names><![CDATA[C]]></given-names>
</name>
<name>
<surname><![CDATA[Walleczek]]></surname>
<given-names><![CDATA[J]]></given-names>
</name>
</person-group>
<source><![CDATA[Phys. Rev. E]]></source>
<year>1997</year>
<numero>55</numero>
<issue>55</issue>
<page-range>R6315</page-range></nlm-citation>
</ref>
<ref id="B6">
<label>5</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Parmananda]]></surname>
<given-names><![CDATA[P]]></given-names>
</name>
<name>
<surname><![CDATA[Escalera Santos]]></surname>
<given-names><![CDATA[Gerardo J]]></given-names>
</name>
<name>
<surname><![CDATA[Rivera]]></surname>
<given-names><![CDATA[M]]></given-names>
</name>
<name>
<surname><![CDATA[Showalter]]></surname>
<given-names><![CDATA[K]]></given-names>
</name>
</person-group>
<source><![CDATA[Phys. Rev. E]]></source>
<year>2005</year>
<numero>71</numero>
<issue>71</issue>
</nlm-citation>
</ref>
<ref id="B7">
<label>6</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Arkady Pikovsky]]></surname>
<given-names><![CDATA[S]]></given-names>
</name>
<name>
<surname><![CDATA[Kurths]]></surname>
<given-names><![CDATA[Jürgen]]></given-names>
</name>
</person-group>
<source><![CDATA[Phys. Rev. Lett.]]></source>
<year>1997</year>
<numero>78</numero>
<issue>78</issue>
<page-range>775</page-range></nlm-citation>
</ref>
<ref id="B8">
<label>7</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Giacomelli]]></surname>
<given-names><![CDATA[G]]></given-names>
</name>
<name>
<surname><![CDATA[Giudici]]></surname>
<given-names><![CDATA[M]]></given-names>
</name>
<name>
<surname><![CDATA[Balle]]></surname>
<given-names><![CDATA[S]]></given-names>
</name>
<name>
<surname><![CDATA[Tredicce]]></surname>
<given-names><![CDATA[J. R.]]></given-names>
</name>
</person-group>
<source><![CDATA[Phys., Rev. Lett.]]></source>
<year>2000</year>
<numero>84</numero>
<issue>84</issue>
<page-range>3298</page-range></nlm-citation>
</ref>
<ref id="B9">
<label>8</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Escalera Santos]]></surname>
<given-names><![CDATA[G.J.]]></given-names>
</name>
<name>
<surname><![CDATA[Rivera]]></surname>
<given-names><![CDATA[M]]></given-names>
</name>
<name>
<surname><![CDATA[Eiswirth]]></surname>
<given-names><![CDATA[M]]></given-names>
</name>
<name>
<surname><![CDATA[Parmananda]]></surname>
<given-names><![CDATA[P]]></given-names>
</name>
</person-group>
<source><![CDATA[Phys. Rev. E]]></source>
<year>2004</year>
<numero>70</numero>
<issue>70</issue>
</nlm-citation>
</ref>
<ref id="B10">
<label>9</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Gammaitoni]]></surname>
<given-names><![CDATA[L]]></given-names>
</name>
<name>
<surname><![CDATA[Hanggi]]></surname>
<given-names><![CDATA[P]]></given-names>
</name>
<name>
<surname><![CDATA[Jung]]></surname>
<given-names><![CDATA[P]]></given-names>
</name>
<name>
<surname><![CDATA[Marchesoni]]></surname>
<given-names><![CDATA[F]]></given-names>
</name>
</person-group>
<source><![CDATA[Rev. Mod. Phys.]]></source>
<year>1998</year>
<numero>70</numero>
<issue>70</issue>
<page-range>223</page-range></nlm-citation>
</ref>
<ref id="B11">
<label>10</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Greenside]]></surname>
<given-names><![CDATA[H. S.]]></given-names>
</name>
<name>
<surname><![CDATA[Helfand]]></surname>
<given-names><![CDATA[E]]></given-names>
</name>
</person-group>
<source><![CDATA[Bell Syst. Tech. J.]]></source>
<year>1981</year>
<numero>60</numero>
<issue>60</issue>
<page-range>1927</page-range></nlm-citation>
</ref>
<ref id="B12">
<label>11</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Escalona]]></surname>
<given-names><![CDATA[J]]></given-names>
</name>
<name>
<surname><![CDATA[Escalera Santos]]></surname>
<given-names><![CDATA[Gerardo J]]></given-names>
</name>
<name>
<surname><![CDATA[Parmananda]]></surname>
<given-names><![CDATA[P]]></given-names>
</name>
</person-group>
<source><![CDATA[Phys. Rev. E.]]></source>
<year>2007</year>
<numero>76</numero>
<issue>76</issue>
</nlm-citation>
</ref>
<ref id="B13">
<label>12</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Heneghan]]></surname>
<given-names><![CDATA[C]]></given-names>
</name>
</person-group>
<source><![CDATA[Phys Rev. E]]></source>
<year>1996</year>
<numero>54</numero>
<issue>54</issue>
<page-range>R2228</page-range></nlm-citation>
</ref>
<ref id="B14">
<label>13</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Capurro]]></surname>
<given-names><![CDATA[A]]></given-names>
</name>
<name>
<surname><![CDATA[Pakdaman]]></surname>
<given-names><![CDATA[K]]></given-names>
</name>
<name>
<surname><![CDATA[Nomura]]></surname>
<given-names><![CDATA[T]]></given-names>
</name>
<name>
<surname><![CDATA[Sato]]></surname>
<given-names><![CDATA[S]]></given-names>
</name>
</person-group>
<source><![CDATA[Phys. Rev. E]]></source>
<year>1998</year>
<numero>58</numero>
<issue>58</issue>
<page-range>4820</page-range></nlm-citation>
</ref>
</ref-list>
</back>
</article>
