Re: Got the de Boer & Kuyper paper; question about correlated stimulus components (Daniel Shub )


Subject: Re: Got the de Boer & Kuyper paper; question about correlated stimulus components
From:    Daniel Shub  <Daniel.Shub@xxxxxxxx>
Date:    Thu, 23 Oct 2014 11:02:50 +0100
List-Archive:<http://lists.mcgill.ca/scripts/wa.exe?LIST=AUDITORY>

--_000_D697763F9F216044A99BC674C00561961251E8AB8BEXCHANGE1adno_ Content-Type: text/plain; charset="us-ascii" Content-Transfer-Encoding: quoted-printable Theunissen and colleagues (http://www.jneurosci.org/content/20/6/2315.abstr= act) looked at the effect of stimulus correlation in reverse correlation. T= hat work was based on a number of previous studies. There is also a review = by Wu and colleagues (http://www.annualreviews.org/doi/abs/10.1146/annurev= .neuro.29.051605.113024) that covers the use of natural stimuli in reverse = correlation. Dan From: AUDITORY - Research in Auditory Perception [mailto:AUDITORY@xxxxxxxx= ILL.CA] On Behalf Of Oberfeld-Twistel, Daniel Sent: 23 October 2014 10:16 To: AUDITORY@xxxxxxxx Subject: Got the de Boer & Kuyper paper; question about correlated stimulus= components Got it, thank you very much for you fast responses! A related question: the classical reverse correlation technique usually use= s the "white noise" idea and assumes that all stimulus components (e.g., ac= oustic energy in different spectral regions, or all the picture elements in an image) are *uncorrelated*. In contrast, in studies on "psychophysical re= verse correlation", we use multiple regression analyses which are not affec= ted by correlated cues/stimulus components (e.g., http://dx.doi.org/10.1371= /journal.pone.0050184). Is anyone aware of a technique for the "classical" reverse correlation as i= n the de Boer paper that can be used with correlated stimulus components? Best Daniel PD Dr. Daniel Oberfeld-Twistel Johannes Gutenberg - Universitaet Mainz Department of Psychology Experimental Psychology Wallstrasse 3 55122 Mainz Germany Phone ++49 (0) 6131 39 39274 Fax ++49 (0) 6131 39 39268 http://www.staff.uni-mainz.de/oberfeld/ https://www.facebook.com/WahrnehmungUndPsychophysikUniMainz From: AUDITORY - Research in Auditory Perception [mailto:AUDITORY@xxxxxxxx= ILL.CA] On Behalf Of Karl Lerud Sent: Thursday, October 23, 2014 10:25 AM To: AUDITORY@xxxxxxxx<mailto:AUDITORY@xxxxxxxx> Subject: Re: Paper request: de Boer, E., & Kuyper, P. (1968). Triggered cor= relation. IEEE Transactions on Biomedical Engineering, BM15(3), 169-179. Here it is. Looks interesting; should give it a read myself. Karl On 10/23/2014 04:04 AM, Oberfeld-Twistel, Daniel wrote: Dear list, does anyone happen to have access to this classical paper on reverse correl= ation and could send me a PDF....? de Boer, E., & Kuyper, P. (1968). Triggered correlation. IEEE Transactions = on Biomedical Engineering, BM15(3), 169-179. Best Daniel PD Dr. Daniel Oberfeld-Twistel Johannes Gutenberg - Universitaet Mainz Department of Psychology Experimental Psychology Wallstrasse 3 55122 Mainz Germany Phone ++49 (0) 6131 39 39274 Fax ++49 (0) 6131 39 39268 http://www.staff.uni-mainz.de/oberfeld/ https://www.facebook.com/WahrnehmungUndPsychophysikUniMainz This message and any attachment are intended solely for the addressee and m= ay contain confidential information. If you have received this message in er= ror, please send it back to me, and immediately delete it. Please do not u= se, copy or disclose the information contained in this message or in any att= achment. Any views or opinions expressed by the author of this email do not= necessarily reflect the views of the University of Nottingham.=0D=0A =0D=0A This message has been checked for viruses but the contents of an attachment= =0D=0A may still contain software viruses which could damage your computer system,= you are advised to perform your own checks. Email communications with the U= niversity of Nottingham may be monitored as permitted by UK legislation.=0D=0A =0D=0A =0D=0A =0D=0A =0D=0A --_000_D697763F9F216044A99BC674C00561961251E8AB8BEXCHANGE1adno_ Content-Type: text/html; charset="us-ascii" Content-Transfer-Encoding: quoted-printable <html xmlns:v=3D"urn:schemas-microsoft-com:vml" xmlns:o=3D"urn:schemas-micr= osoft-com:office:office" xmlns:w=3D"urn:schemas-microsoft-com:office:word" = xmlns:m=3D"http://schemas.microsoft.com/office/2004/12/omml" xmlns=3D"http:= //www.w3.org/TR/REC-html40"><head><meta http-equiv=3DContent-Type content= =3D"text/html; charset=3Dus-ascii"><meta name=3DGenerator content=3D"Micros= oft Word 14 (filtered medium)"><style><!-- /* Font Definitions */ @xxxxxxxx {font-family:"Cambria Math"; panose-1:2 4 5 3 5 4 6 3 2 4;} @xxxxxxxx {font-family:Calibri; panose-1:2 15 5 2 2 2 4 3 2 4;} @xxxxxxxx {font-family:Tahoma; panose-1:2 11 6 4 3 5 4 4 2 4;} /* Style Definitions */ p.MsoNormal, li.MsoNormal, div.MsoNormal {margin:0cm; margin-bottom:.0001pt; font-size:12.0pt; font-family:"Times New Roman","serif"; color:black;} a:link, span.MsoHyperlink {mso-style-priority:99; color:blue; text-decoration:underline;} a:visited, span.MsoHyperlinkFollowed {mso-style-priority:99; color:purple; text-decoration:underline;} p {mso-style-priority:99; mso-margin-top-alt:auto; margin-right:0cm; mso-margin-bottom-alt:auto; margin-left:0cm; font-size:12.0pt; font-family:"Times New Roman","serif"; color:black;} p.MsoAcetate, li.MsoAcetate, div.MsoAcetate {mso-style-priority:99; mso-style-link:"Balloon Text Char"; margin:0cm; margin-bottom:.0001pt; font-size:8.0pt; font-family:"Tahoma","sans-serif"; color:black;} span.EmailStyle18 {mso-style-type:personal; font-family:"Calibri","sans-serif"; color:#1F497D;} span.EmailStyle19 {mso-style-type:personal; font-family:"Calibri","sans-serif"; color:#1F497D;} span.EmailStyle20 {mso-style-type:personal-reply; font-family:"Calibri","sans-serif"; color:#1F497D;} span.BalloonTextChar {mso-style-name:"Balloon Text Char"; mso-style-priority:99; mso-style-link:"Balloon Text"; font-family:"Tahoma","sans-serif"; color:black;} .MsoChpDefault {mso-style-type:export-only; font-size:10.0pt;} @xxxxxxxx WordSection1 {size:612.0pt 792.0pt; margin:70.85pt 70.85pt 2.0cm 70.85pt;} div.WordSection1 {page:WordSection1;} --></style><!--[if gte mso 9]><xml> <o:shapedefaults v:ext=3D"edit" spidmax=3D"1026" /> </xml><![endif]--><!--[if gte mso 9]><xml> <o:shapelayout v:ext=3D"edit"> <o:idmap v:ext=3D"edit" data=3D"1" /> </o:shapelayout></xml><![endif]--></head><body bgcolor=3Dwhite lang=3DEN-GB= link=3Dblue vlink=3Dpurple><div class=3DWordSection1><p class=3DMsoNormal>= <span style=3D'font-size:11.0pt;font-family:"Calibri","sans-serif";color:#1= F497D'>Theunissen and colleagues (<a href=3D"http://www.jneurosci.org/conte= nt/20/6/2315.abstract">http://www.jneurosci.org/content/20/6/2315.abstract<= /a>) looked at the effect of stimulus correlation in reverse correlation. T= hat work was based on a number of previous studies. There is also a review = by Wu and colleagues &nbsp;(<a href=3D"http://www.annualreviews.org/doi/abs= /10.1146/annurev.neuro.29.051605.113024">http://www.annualreviews.org/doi/a= bs/10.1146/annurev.neuro.29.051605.113024</a>) that covers the use of natur= al stimuli in reverse correlation.<o:p></o:p></span></p><p class=3DMsoNorma= l><span style=3D'font-size:11.0pt;font-family:"Calibri","sans-serif";color:= #1F497D'><o:p>&nbsp;</o:p></span></p><p class=3DMsoNormal><span style=3D'fo= nt-size:11.0pt;font-family:"Calibri","sans-serif";color:#1F497D'>Dan<o:p></= o:p></span></p><p class=3DMsoNormal><span style=3D'font-size:11.0pt;font-fa= mily:"Calibri","sans-serif";color:#1F497D'><o:p>&nbsp;</o:p></span></p><div= style=3D'border:none;border-left:solid blue 1.5pt;padding:0cm 0cm 0cm 4.0p= t'><div><div style=3D'border:none;border-top:solid #B5C4DF 1.0pt;padding:3.= 0pt 0cm 0cm 0cm'><p class=3DMsoNormal><b><span lang=3DEN-US style=3D'font-s= ize:10.0pt;font-family:"Tahoma","sans-serif";color:windowtext'>From:</span>= </b><span lang=3DEN-US style=3D'font-size:10.0pt;font-family:"Tahoma","sans= -serif";color:windowtext'> AUDITORY - Research in Auditory Perception [mail= to:AUDITORY@xxxxxxxx <b>On Behalf Of </b>Oberfeld-Twistel, Daniel<b= r><b>Sent:</b> 23 October 2014 10:16<br><b>To:</b> AUDITORY@xxxxxxxx= <br><b>Subject:</b> Got the de Boer &amp; Kuyper paper; question about corr= elated stimulus components<o:p></o:p></span></p></div></div><p class=3DMsoN= ormal><o:p>&nbsp;</o:p></p><p class=3DMsoNormal><span lang=3DEN-US style=3D= 'font-size:11.0pt;font-family:"Calibri","sans-serif";color:#1F497D'>Got it,= thank you very much for you fast responses!<o:p></o:p></span></p><p class= =3DMsoNormal><span lang=3DEN-US style=3D'font-size:11.0pt;font-family:"Cali= bri","sans-serif";color:#1F497D'><o:p>&nbsp;</o:p></span></p><p class=3DMso= Normal><span lang=3DEN-US style=3D'font-size:11.0pt;font-family:"Calibri","= sans-serif";color:#1F497D'>A related question: the classical reverse correl= ation technique usually uses the &quot;white noise&quot; idea and assumes t= hat all stimulus components (e.g., acoustic energy in different spectral re= gions, or all the picture elements in<o:p></o:p></span></p><p class=3DMsoNo= rmal><span lang=3DEN-US style=3D'font-size:11.0pt;font-family:"Calibri","sa= ns-serif";color:#1F497D'>an image) are *uncorrelated*. In contrast, in stud= ies on &quot;psychophysical reverse correlation&quot;, we use multiple regr= ession analyses which are not affected by correlated cues/stimulus componen= ts (e.g., <a href=3D"http://dx.doi.org/10.1371/journal.pone.0050184">http:/= /dx.doi.org/10.1371/journal.pone.0050184</a>).<o:p></o:p></span></p><p clas= s=3DMsoNormal><span lang=3DEN-US style=3D'font-size:11.0pt;font-family:"Cal= ibri","sans-serif";color:#1F497D'><o:p>&nbsp;</o:p></span></p><p class=3DMs= oNormal><span lang=3DEN-US style=3D'font-size:11.0pt;font-family:"Calibri",= "sans-serif";color:#1F497D'>Is anyone aware of a technique for the &quot;cl= assical&quot; reverse correlation as in the de Boer paper that can be used = with correlated stimulus components?<o:p></o:p></span></p><p class=3DMsoNor= mal><span lang=3DEN-US style=3D'font-size:11.0pt;font-family:"Calibri","san= s-serif";color:#1F497D'><o:p>&nbsp;</o:p></span></p><p class=3DMsoNormal><s= pan lang=3DEN-US style=3D'font-size:11.0pt;font-family:"Calibri","sans-seri= f";color:#1F497D'>Best<o:p></o:p></span></p><p class=3DMsoNormal><span lang= =3DEN-US style=3D'font-size:11.0pt;font-family:"Calibri","sans-serif";color= :#1F497D'><o:p>&nbsp;</o:p></span></p><p class=3DMsoNormal><span lang=3DEN-= US style=3D'font-size:11.0pt;font-family:"Calibri","sans-serif";color:#1F49= 7D'>Daniel<o:p></o:p></span></p><p class=3DMsoNormal><span lang=3DEN-US sty= le=3D'font-size:11.0pt;font-family:"Calibri","sans-serif";color:#1F497D'><o= :p>&nbsp;</o:p></span></p><div><div style=3D'border:none;border-bottom:soli= d windowtext 1.0pt;padding:0cm 0cm 1.0pt 0cm'><p class=3DMsoNormal><span la= ng=3DEN-US style=3D'font-size:11.0pt;font-family:"Calibri","sans-serif";col= or:#1F497D'><o:p>&nbsp;</o:p></span></p></div><p class=3DMsoNormal><span la= ng=3DDE style=3D'font-size:11.0pt;font-family:"Calibri","sans-serif";color:= #1F497D'>PD Dr. Daniel Oberfeld-Twistel<o:p></o:p></span></p><p class=3DMso= Normal><span lang=3DDE style=3D'font-size:11.0pt;font-family:"Calibri","san= s-serif";color:#1F497D'>Johannes Gutenberg - Universitaet Mainz<o:p></o:p><= /span></p><p class=3DMsoNormal><span lang=3DEN-US style=3D'font-size:11.0pt= ;font-family:"Calibri","sans-serif";color:#1F497D'>Department of Psychology= <o:p></o:p></span></p><p class=3DMsoNormal><span lang=3DEN-US style=3D'font= -size:11.0pt;font-family:"Calibri","sans-serif";color:#1F497D'>Experimental= Psychology<o:p></o:p></span></p><p class=3DMsoNormal><span lang=3DEN-US st= yle=3D'font-size:11.0pt;font-family:"Calibri","sans-serif";color:#1F497D'>W= allstrasse 3<o:p></o:p></span></p><p class=3DMsoNormal><span lang=3DEN-US s= tyle=3D'font-size:11.0pt;font-family:"Calibri","sans-serif";color:#1F497D'>= 55122 Mainz<o:p></o:p></span></p><p class=3DMsoNormal><span lang=3DEN-US st= yle=3D'font-size:11.0pt;font-family:"Calibri","sans-serif";color:#1F497D'>G= ermany<o:p></o:p></span></p><p class=3DMsoNormal><span lang=3DEN-US style= =3D'font-size:11.0pt;font-family:"Calibri","sans-serif";color:#1F497D'><o:p= >&nbsp;</o:p></span></p><p class=3DMsoNormal><span lang=3DEN-US style=3D'fo= nt-size:11.0pt;font-family:"Calibri","sans-serif";color:#1F497D'>Phone ++49= (0) 6131 39 39274 <o:p></o:p></span></p><p class=3DMsoNormal><span lang=3D= EN-US style=3D'font-size:11.0pt;font-family:"Calibri","sans-serif";color:#1= F497D'>Fax&nbsp;&nbsp; ++49 (0) 6131 39 39268<o:p></o:p></span></p><p class= =3DMsoNormal><span lang=3DEN-US style=3D'font-size:11.0pt;font-family:"Cali= bri","sans-serif";color:#1F497D'><a href=3D"http://www.staff.uni-mainz.de/o= berfeld/">http://www.staff.uni-mainz.de/oberfeld/</a><o:p></o:p></span></p>= <p class=3DMsoNormal><span lang=3DDE style=3D'font-size:11.0pt;font-family:= "Calibri","sans-serif";color:#1F497D'><a href=3D"https://www.facebook.com/W= ahrnehmungUndPsychophysikUniMainz">https://www.facebook.com/WahrnehmungUndP= sychophysikUniMainz</a><o:p></o:p></span></p></div><p class=3DMsoNormal><sp= an lang=3DDE style=3D'font-size:11.0pt;font-family:"Calibri","sans-serif";c= olor:#1F497D'><o:p>&nbsp;</o:p></span></p><div style=3D'border:none;border-= left:solid blue 1.5pt;padding:0cm 0cm 0cm 4.0pt'><div><div style=3D'border:= none;border-top:solid #B5C4DF 1.0pt;padding:3.0pt 0cm 0cm 0cm'><p class=3DM= soNormal><b><span lang=3DDE style=3D'font-size:10.0pt;font-family:"Tahoma",= "sans-serif";color:windowtext'>From:</span></b><span lang=3DDE style=3D'fon= t-size:10.0pt;font-family:"Tahoma","sans-serif";color:windowtext'> AUDITORY= - Research in Auditory Perception [<a href=3D"mailto:AUDITORY@xxxxxxxx= .CA">mailto:AUDITORY@xxxxxxxx</a>] <b>On Behalf Of </b>Karl Lerud<br= ><b>Sent:</b> Thursday, October 23, 2014 10:25 AM<br><b>To:</b> <a href=3D"= mailto:AUDITORY@xxxxxxxx">AUDITORY@xxxxxxxx</a><br><b>Subject= :</b> Re: Paper request: de Boer, E., &amp; Kuyper, P. (1968). Triggered co= rrelation. IEEE Transactions on Biomedical Engineering, BM15(3), 169-179.<o= :p></o:p></span></p></div></div><p class=3DMsoNormal><span lang=3DDE><o:p>&= nbsp;</o:p></span></p><p class=3DMsoNormal style=3D'margin-bottom:12.0pt'><= span lang=3DDE>Here it is. Looks interesting; should give it a read myself.= <br><br><br>Karl<br><br><br><o:p></o:p></span></p><div><p class=3DMsoNorma= l><span lang=3DDE>On 10/23/2014 04:04 AM, Oberfeld-Twistel, Daniel wrote:<o= :p></o:p></span></p></div><blockquote style=3D'margin-top:5.0pt;margin-bott= om:5.0pt'><p class=3DMsoNormal><span lang=3DEN-US style=3D'font-size:11.0pt= ;font-family:"Calibri","sans-serif";color:#1F497D'>Dear list,</span><span l= ang=3DDE><o:p></o:p></span></p><p class=3DMsoNormal><span lang=3DEN-US styl= e=3D'font-size:11.0pt;font-family:"Calibri","sans-serif";color:#1F497D'>&nb= sp;</span><span lang=3DDE><o:p></o:p></span></p><p class=3DMsoNormal><span = lang=3DEN-US style=3D'font-size:11.0pt;font-family:"Calibri","sans-serif";c= olor:#1F497D'>does anyone happen to have access to this classical paper on = reverse correlation and could send me a PDF&#8230;.?</span><span lang=3DDE>= <o:p></o:p></span></p><p class=3DMsoNormal><span lang=3DEN-US style=3D'font= -size:11.0pt;font-family:"Calibri","sans-serif";color:#1F497D'>&nbsp;</span= ><span lang=3DDE><o:p></o:p></span></p><p class=3DMsoNormal><span lang=3DDE= style=3D'font-size:11.0pt;font-family:"Calibri","sans-serif";color:#1F497D= '>de Boer, E., &amp; Kuyper, P. (1968). </span><span lang=3DEN-US style=3D'= font-size:11.0pt;font-family:"Calibri","sans-serif";color:#1F497D'>Triggere= d correlation. IEEE Transactions on Biomedical Engineering, BM15(3), 169-17= 9.</span><span lang=3DDE><o:p></o:p></span></p><p class=3DMsoNormal><span l= ang=3DEN-US style=3D'font-size:11.0pt;font-family:"Calibri","sans-serif";co= lor:#1F497D'>&nbsp;</span><span lang=3DDE><o:p></o:p></span></p><p class=3D= MsoNormal><span lang=3DEN-US style=3D'font-size:11.0pt;font-family:"Calibri= ","sans-serif";color:#1F497D'>Best</span><span lang=3DDE><o:p></o:p></span>= </p><p class=3DMsoNormal><span lang=3DEN-US style=3D'font-size:11.0pt;font-= family:"Calibri","sans-serif";color:#1F497D'>&nbsp;</span><span lang=3DDE><= o:p></o:p></span></p><p class=3DMsoNormal><span lang=3DEN-US style=3D'font-= size:11.0pt;font-family:"Calibri","sans-serif";color:#1F497D'>Daniel</span>= <span lang=3DDE><o:p></o:p></span></p><div><div style=3D'border:none;border= -bottom:solid windowtext 1.0pt;padding:0cm 0cm 1.0pt 0cm'><p class=3DMsoNor= mal><span lang=3DEN-US style=3D'font-size:11.0pt;font-family:"Calibri","san= s-serif";color:#1F497D'>&nbsp;</span><span lang=3DDE><o:p></o:p></span></p>= </div><p class=3DMsoNormal><span lang=3DDE style=3D'font-size:11.0pt;font-f= amily:"Calibri","sans-serif";color:#1F497D'>PD Dr. Daniel Oberfeld-Twistel<= /span><span lang=3DDE><o:p></o:p></span></p><p class=3DMsoNormal><span lang= =3DDE style=3D'font-size:11.0pt;font-family:"Calibri","sans-serif";color:#1= F497D'>Johannes Gutenberg - Universitaet Mainz</span><span lang=3DDE><o:p><= /o:p></span></p><p class=3DMsoNormal><span lang=3DEN-US style=3D'font-size:= 11.0pt;font-family:"Calibri","sans-serif";color:#1F497D'>Department of Psyc= hology</span><span lang=3DDE><o:p></o:p></span></p><p class=3DMsoNormal><sp= an lang=3DEN-US style=3D'font-size:11.0pt;font-family:"Calibri","sans-serif= ";color:#1F497D'>Experimental Psychology</span><span lang=3DDE><o:p></o:p><= /span></p><p class=3DMsoNormal><span lang=3DEN-US style=3D'font-size:11.0pt= ;font-family:"Calibri","sans-serif";color:#1F497D'>Wallstrasse 3</span><spa= n lang=3DDE><o:p></o:p></span></p><p class=3DMsoNormal><span lang=3DEN-US s= tyle=3D'font-size:11.0pt;font-family:"Calibri","sans-serif";color:#1F497D'>= 55122 Mainz</span><span lang=3DDE><o:p></o:p></span></p><p class=3DMsoNorma= l><span lang=3DEN-US style=3D'font-size:11.0pt;font-family:"Calibri","sans-= serif";color:#1F497D'>Germany</span><span lang=3DDE><o:p></o:p></span></p><= p class=3DMsoNormal><span lang=3DEN-US style=3D'font-size:11.0pt;font-famil= y:"Calibri","sans-serif";color:#1F497D'>&nbsp;</span><span lang=3DDE><o:p><= /o:p></span></p><p class=3DMsoNormal><span lang=3DEN-US style=3D'font-size:= 11.0pt;font-family:"Calibri","sans-serif";color:#1F497D'>Phone ++49 (0) 613= 1 39 39274 </span><span lang=3DDE><o:p></o:p></span></p><p class=3DMsoNorma= l><span lang=3DEN-US style=3D'font-size:11.0pt;font-family:"Calibri","sans-= serif";color:#1F497D'>Fax&nbsp;&nbsp; ++49 (0) 6131 39 39268</span><span la= ng=3DDE><o:p></o:p></span></p><p class=3DMsoNormal><span lang=3DEN-US style= =3D'font-size:11.0pt;font-family:"Calibri","sans-serif";color:#1F497D'><a h= ref=3D"http://www.staff.uni-mainz.de/oberfeld/">http://www.staff.uni-mainz.= de/oberfeld/</a></span><span lang=3DDE><o:p></o:p></span></p><p class=3DMso= Normal><span lang=3DDE style=3D'font-size:11.0pt;font-family:"Calibri","san= s-serif";color:#1F497D'><a href=3D"https://www.facebook.com/WahrnehmungUndP= sychophysikUniMainz">https://www.facebook.com/WahrnehmungUndPsychophysikUni= Mainz</a></span><span lang=3DDE><o:p></o:p></span></p></div></blockquote><p= class=3DMsoNormal><span lang=3DDE><o:p>&nbsp;</o:p></span></p></div></div>= </div> <br>= <p>This message and any attachment are intended solely for the addressee an= d may contain confidential information. If you have received this message in= error, please send it back to me, and immediately delete it.&nbsp;&nbsp; Pl= ease do not use, copy or disclose the information contained in this message = or in any attachment.&nbsp; Any views or opinions expressed by the author of= this email do not necessarily reflect the views of the University of Nottin= gham.</p><p>This message has been checked for viruses but the contents of an= attachment may still contain software viruses which could damage your compu= ter system, you are advised to perform your own checks. Email communications= with the University of Nottingham may be monitored as permitted by UK legis= lation.</p> <br>= </body></html>= --_000_D697763F9F216044A99BC674C00561961251E8AB8BEXCHANGE1adno_--


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