<?xml version="1.0" encoding="utf-8"?>
<TEI xmlns="http://www.tei-c.org/ns/1.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xmlns:hal="http://hal.archives-ouvertes.fr/" xmlns:gml="http://www.opengis.net/gml/3.3/" xmlns:gmlce="http://www.opengis.net/gml/3.3/ce" version="1.1" xsi:schemaLocation="http://www.tei-c.org/ns/1.0 http://api.archives-ouvertes.fr/documents/aofr-sword.xsd">
  <teiHeader>
    <fileDesc>
      <titleStmt>
        <title>HAL TEI export of hal-01754847</title>
      </titleStmt>
      <publicationStmt>
        <distributor>CCSD</distributor>
        <availability status="restricted">
          <licence target="https://creativecommons.org/publicdomain/zero/1.0/">CC0 1.0 - Universal</licence>
        </availability>
        <date when="2026-05-03T21:06:49+02:00"/>
      </publicationStmt>
      <sourceDesc>
        <p part="N">HAL API Platform</p>
      </sourceDesc>
    </fileDesc>
  </teiHeader>
  <text>
    <body>
      <listBibl>
        <biblFull>
          <titleStmt>
            <title xml:lang="en">Incremental Learning on Chip</title>
            <author role="aut">
              <persName>
                <forename type="first">Ghouthi</forename>
                <surname>Boukli Hacene</surname>
              </persName>
              <email type="md5">880197ad3ab5e2c4675e586a3a304b3d</email>
              <email type="domain">telecom-bretagne.eu</email>
              <idno type="idhal" notation="numeric">1006858</idno>
              <idno type="halauthorid" notation="string">1161613-1006858</idno>
              <affiliation ref="#struct-486352"/>
              <affiliation ref="#struct-489779"/>
              <affiliation ref="#struct-486345"/>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Vincent</forename>
                <surname>Gripon</surname>
              </persName>
              <email type="md5">c43c2ed6ff018e73a684fcfe540f2ede</email>
              <email type="domain">imt-atlantique.fr</email>
              <idno type="idhal" notation="string">vincent-gripon</idno>
              <idno type="idhal" notation="numeric">21307</idno>
              <idno type="halauthorid" notation="string">35438-21307</idno>
              <idno type="ORCID">https://orcid.org/0000-0002-4353-4542</idno>
              <idno type="IDREF">https://www.idref.fr/16122203X</idno>
              <affiliation ref="#struct-486352"/>
              <affiliation ref="#struct-489779"/>
              <affiliation ref="#struct-486345"/>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Nicolas</forename>
                <surname>Farrugia</surname>
              </persName>
              <email type="md5">dd44e6feb5f765ad62cfb22a9dc6d9db</email>
              <email type="domain">imt-atlantique.fr</email>
              <idno type="idhal" notation="string">nicolas-farrugia</idno>
              <idno type="idhal" notation="numeric">18587</idno>
              <idno type="halauthorid" notation="string">13566-18587</idno>
              <idno type="GOOGLE SCHOLAR">https://scholar.google.fr/citations?user=IO4nLK4AAAAJ&amp;hl=fr</idno>
              <idno type="ORCID">https://orcid.org/0000-0002-1159-3513</idno>
              <idno type="ORCID">https://orcid.org/0000-0001-7160-0431</idno>
              <affiliation ref="#struct-486352"/>
              <affiliation ref="#struct-489779"/>
              <affiliation ref="#struct-486345"/>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Matthieu</forename>
                <surname>Arzel</surname>
              </persName>
              <email type="md5">c2bd848dbc19c717dd6f4a2c497da0b0</email>
              <email type="domain">imt-atlantique.fr</email>
              <idno type="idhal" notation="string">matthieu-arzel</idno>
              <idno type="idhal" notation="numeric">18633</idno>
              <idno type="halauthorid" notation="string">10485-18633</idno>
              <idno type="IDREF">https://www.idref.fr/112376606</idno>
              <idno type="ORCID">https://orcid.org/0000-0002-8774-7662</idno>
              <affiliation ref="#struct-486352"/>
              <affiliation ref="#struct-489779"/>
              <affiliation ref="#struct-486345"/>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Michel</forename>
                <surname>Jezequel</surname>
              </persName>
              <email type="md5">b8781ff07282d6168df206012c793c27</email>
              <email type="domain">imt-atlantique.fr</email>
              <idno type="idhal" notation="string">michel-jezequel</idno>
              <idno type="idhal" notation="numeric">19020</idno>
              <idno type="halauthorid" notation="string">39930-19020</idno>
              <idno type="IDREF">https://www.idref.fr/068655290</idno>
              <affiliation ref="#struct-486352"/>
              <affiliation ref="#struct-489779"/>
              <affiliation ref="#struct-486345"/>
            </author>
            <editor role="depositor">
              <persName>
                <forename>Ex-Bibliothèque</forename>
                <surname>Télécom Bretagne (devenu IMT Atlantique)</surname>
              </persName>
              <email type="md5">1db35bce4a31c4f6d23fbf67e680f0f9</email>
              <email type="domain">imt-atlantique.fr</email>
            </editor>
          </titleStmt>
          <editionStmt>
            <edition n="v1" type="current">
              <date type="whenSubmitted">2018-05-31 08:35:19</date>
              <date type="whenModified">2026-02-07 05:14:49</date>
              <date type="whenReleased">2018-05-31 08:38:31</date>
              <date type="whenProduced">2017-11-14</date>
              <date type="whenEndEmbargoed">2018-05-31</date>
              <ref type="file" target="https://hal.science/hal-01754847v1/document">
                <date notBefore="2018-05-31"/>
              </ref>
              <ref type="file" subtype="author" n="1" target="https://hal.science/hal-01754847v1/file/GlobalSip_HAL.pdf" id="file-1754847-1831037">
                <date notBefore="2018-05-31"/>
              </ref>
              <ref type="externalLink" target="https://hal.archives-ouvertes.fr/hal-01754847/file/GlobalSip_HAL.pdf"/>
            </edition>
            <respStmt>
              <resp>contributor</resp>
              <name key="142672">
                <persName>
                  <forename>Ex-Bibliothèque</forename>
                  <surname>Télécom Bretagne (devenu IMT Atlantique)</surname>
                </persName>
                <email type="md5">1db35bce4a31c4f6d23fbf67e680f0f9</email>
                <email type="domain">imt-atlantique.fr</email>
              </name>
            </respStmt>
          </editionStmt>
          <publicationStmt>
            <distributor>CCSD</distributor>
            <idno type="halId">hal-01754847</idno>
            <idno type="halUri">https://hal.science/hal-01754847</idno>
            <idno type="halBibtex">bouklihacene:hal-01754847</idno>
            <idno type="halRefHtml">&lt;i&gt;GlobalSIP 2017 : 5th IEEE Global Conference on Signal and Information Processing&lt;/i&gt;, Nov 2017, Montréal, Canada. &lt;a target="_blank" href="https://dx.doi.org/10.1109/GlobalSIP.2017.8309068"&gt;&amp;#x27E8;10.1109/GlobalSIP.2017.8309068&amp;#x27E9;&lt;/a&gt;</idno>
            <idno type="halRef">GlobalSIP 2017 : 5th IEEE Global Conference on Signal and Information Processing, Nov 2017, Montréal, Canada. &amp;#x27E8;10.1109/GlobalSIP.2017.8309068&amp;#x27E9;</idno>
            <availability status="restricted">
              <licence target="https://about.hal.science/hal-authorisation-v1/">HAL Authorization<ref corresp="#file-1754847-1831037"/></licence>
            </availability>
          </publicationStmt>
          <seriesStmt>
            <idno type="stamp" n="UNIV-BREST">Université de Bretagne occidentale - Brest (UBO)</idno>
            <idno type="stamp" n="CNRS">CNRS - Centre national de la recherche scientifique</idno>
            <idno type="stamp" n="UNIV-UBS">Université de Bretagne Sud</idno>
            <idno type="stamp" n="TELECOM-BRETAGNE">Télécom Bretagne</idno>
            <idno type="stamp" n="LAB-STICC_UBO" corresp="UNIV-BREST">Laboratoire des sciences et techniques de l'information, de la communication et de la connaissance, site de l'UBO</idno>
            <idno type="stamp" n="ENIB">Ecole Nationale d'Ingénieurs de Brest</idno>
            <idno type="stamp" n="LAB-STICC">Laboratoire des sciences et techniques de l'information, de la communication et de la connaissance</idno>
            <idno type="stamp" n="LAB-STICC_IMTA_CACS_IAS">Equipe IAS</idno>
            <idno type="stamp" n="IMTA_ELEC">IMT Atlantique - Département électronique</idno>
            <idno type="stamp" n="LAB-STICC_IMTA">Lab-STICC - IMT Atlantique</idno>
            <idno type="stamp" n="IMT-ATLANTIQUE" corresp="INSTITUT-MINES-TELECOM">IMT-ATLANTIQUE</idno>
            <idno type="stamp" n="PRACOM">Chaire Pracom</idno>
            <idno type="stamp" n="INSTITUTS-TELECOM">composantes instituts telecom </idno>
            <idno type="stamp" n="IMTA_MEE">IMT Atlantique - Département mathematical and electrical engineering</idno>
            <idno type="stamp" n="INSTITUT-MINES-TELECOM">Institut Mines Telecom</idno>
          </seriesStmt>
          <notesStmt>
            <note type="audience" n="2">International</note>
            <note type="invited" n="0">No</note>
            <note type="popular" n="0">No</note>
            <note type="peer" n="1">Yes</note>
            <note type="proceedings" n="1">Yes</note>
          </notesStmt>
          <sourceDesc>
            <biblStruct>
              <analytic>
                <title xml:lang="en">Incremental Learning on Chip</title>
                <author role="aut">
                  <persName>
                    <forename type="first">Ghouthi</forename>
                    <surname>Boukli Hacene</surname>
                  </persName>
                  <email type="md5">880197ad3ab5e2c4675e586a3a304b3d</email>
                  <email type="domain">telecom-bretagne.eu</email>
                  <idno type="idhal" notation="numeric">1006858</idno>
                  <idno type="halauthorid" notation="string">1161613-1006858</idno>
                  <affiliation ref="#struct-486352"/>
                  <affiliation ref="#struct-489779"/>
                  <affiliation ref="#struct-486345"/>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Vincent</forename>
                    <surname>Gripon</surname>
                  </persName>
                  <email type="md5">c43c2ed6ff018e73a684fcfe540f2ede</email>
                  <email type="domain">imt-atlantique.fr</email>
                  <idno type="idhal" notation="string">vincent-gripon</idno>
                  <idno type="idhal" notation="numeric">21307</idno>
                  <idno type="halauthorid" notation="string">35438-21307</idno>
                  <idno type="ORCID">https://orcid.org/0000-0002-4353-4542</idno>
                  <idno type="IDREF">https://www.idref.fr/16122203X</idno>
                  <affiliation ref="#struct-486352"/>
                  <affiliation ref="#struct-489779"/>
                  <affiliation ref="#struct-486345"/>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Nicolas</forename>
                    <surname>Farrugia</surname>
                  </persName>
                  <email type="md5">dd44e6feb5f765ad62cfb22a9dc6d9db</email>
                  <email type="domain">imt-atlantique.fr</email>
                  <idno type="idhal" notation="string">nicolas-farrugia</idno>
                  <idno type="idhal" notation="numeric">18587</idno>
                  <idno type="halauthorid" notation="string">13566-18587</idno>
                  <idno type="GOOGLE SCHOLAR">https://scholar.google.fr/citations?user=IO4nLK4AAAAJ&amp;hl=fr</idno>
                  <idno type="ORCID">https://orcid.org/0000-0002-1159-3513</idno>
                  <idno type="ORCID">https://orcid.org/0000-0001-7160-0431</idno>
                  <affiliation ref="#struct-486352"/>
                  <affiliation ref="#struct-489779"/>
                  <affiliation ref="#struct-486345"/>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Matthieu</forename>
                    <surname>Arzel</surname>
                  </persName>
                  <email type="md5">c2bd848dbc19c717dd6f4a2c497da0b0</email>
                  <email type="domain">imt-atlantique.fr</email>
                  <idno type="idhal" notation="string">matthieu-arzel</idno>
                  <idno type="idhal" notation="numeric">18633</idno>
                  <idno type="halauthorid" notation="string">10485-18633</idno>
                  <idno type="IDREF">https://www.idref.fr/112376606</idno>
                  <idno type="ORCID">https://orcid.org/0000-0002-8774-7662</idno>
                  <affiliation ref="#struct-486352"/>
                  <affiliation ref="#struct-489779"/>
                  <affiliation ref="#struct-486345"/>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Michel</forename>
                    <surname>Jezequel</surname>
                  </persName>
                  <email type="md5">b8781ff07282d6168df206012c793c27</email>
                  <email type="domain">imt-atlantique.fr</email>
                  <idno type="idhal" notation="string">michel-jezequel</idno>
                  <idno type="idhal" notation="numeric">19020</idno>
                  <idno type="halauthorid" notation="string">39930-19020</idno>
                  <idno type="IDREF">https://www.idref.fr/068655290</idno>
                  <affiliation ref="#struct-486352"/>
                  <affiliation ref="#struct-489779"/>
                  <affiliation ref="#struct-486345"/>
                </author>
              </analytic>
              <monogr>
                <idno type="localRef">18093</idno>
                <title level="m">Proceedings GlobalSIP 2017 : 5th IEEE Global Conference on Signal and Information Processing - Symposium on Signal Processing for Accelerating Deep Learning</title>
                <meeting>
                  <title>GlobalSIP 2017 : 5th IEEE Global Conference on Signal and Information Processing</title>
                  <date type="start">2017-11-14</date>
                  <date type="end">2017-11-16</date>
                  <settlement>Montréal</settlement>
                  <country key="CA">Canada</country>
                </meeting>
                <imprint>
                  <biblScope unit="pp">.</biblScope>
                  <date type="datePub">2017</date>
                </imprint>
              </monogr>
              <idno type="doi">10.1109/GlobalSIP.2017.8309068</idno>
            </biblStruct>
          </sourceDesc>
          <profileDesc>
            <langUsage>
              <language ident="en">English</language>
            </langUsage>
            <textClass>
              <keywords scheme="author">
                <term xml:lang="en">Field programmable gate arrays</term>
                <term xml:lang="en">Convolutional Neural Network</term>
                <term xml:lang="en">Transfer Learning</term>
                <term xml:lang="en">Incremental Learning</term>
                <term xml:lang="en">Learning on Chip</term>
              </keywords>
              <classCode scheme="halDomain" n="info.info-lg">Computer Science [cs]/Machine Learning [cs.LG]</classCode>
              <classCode scheme="halDomain" n="spi.tron">Engineering Sciences [physics]/Electronics</classCode>
              <classCode scheme="halDomain" n="spi.signal">Engineering Sciences [physics]/Signal and Image processing</classCode>
              <classCode scheme="halTypology" n="COMM">Conference papers</classCode>
              <classCode scheme="halOldTypology" n="COMM">Conference papers</classCode>
              <classCode scheme="halTreeTypology" n="COMM">Conference papers</classCode>
            </textClass>
            <abstract xml:lang="en">
              <p>Learning on chip (LOC) is a challenging problem, which allows an embedded system to learn a model and use it to process and classify unknown data, adapting to new obser- vations or classes. Incremental learning of chip (ILOC) is more challenging. ILOC needs intensive computational power to train the model and adapt it when new data are observed, leading to a very difficult hardware implementation. We adress this issue by introducing a method based on the combination of a pre-trained Convolutional Neural Network (CNN) and majority vote, using Product Quantizing (PQ) as a bridge between them. We detail a hardware implementation of the proposed method validated on an FPGA target, with substantial processing acceleration with few hardware resources.</p>
            </abstract>
          </profileDesc>
        </biblFull>
      </listBibl>
    </body>
    <back>
      <listOrg type="structures">
        <org type="researchteam" xml:id="struct-486352" status="OLD">
          <orgName>Lab-STICC_IMTA_CACS_IAS</orgName>
          <date type="start">2017-01-01</date>
          <date type="end">2020-12-31</date>
          <desc>
            <address>
              <addrLine>Technopole Brest Iroise CS 83818 29238 BREST cedex 3</addrLine>
              <country key="FR"/>
            </address>
          </desc>
          <listRelation>
            <relation active="#struct-486345" type="direct"/>
            <relation active="#struct-131284" type="indirect"/>
            <relation active="#struct-300314" type="indirect"/>
            <relation active="#struct-1705235" type="indirect"/>
            <relation active="#struct-172265" type="indirect"/>
            <relation active="#struct-301846" type="indirect"/>
            <relation active="#struct-302102" type="indirect"/>
            <relation name="UMR6285" active="#struct-441569" type="indirect"/>
            <relation active="#struct-469973" type="indirect"/>
            <relation active="#struct-481355" type="indirect"/>
          </listRelation>
        </org>
        <org type="department" xml:id="struct-489779" status="OLD">
          <orgName>Département Electronique</orgName>
          <orgName type="acronym">IMT Atlantique - ELEC</orgName>
          <date type="start">2017-01-01</date>
          <date type="end">2020-12-31</date>
          <desc>
            <address>
              <addrLine>IMT Atlantique - Campus de Brest - Technopôle Brest-Iroise CS 8381829238 BREST Cedex 3</addrLine>
              <country key="FR"/>
            </address>
          </desc>
          <listRelation>
            <relation active="#struct-481355" type="direct"/>
            <relation active="#struct-302102" type="indirect"/>
          </listRelation>
        </org>
        <org type="laboratory" xml:id="struct-486345" status="OLD">
          <idno type="IdRef">167731432</idno>
          <idno type="RNSR">201220091R</idno>
          <idno type="ROR">https://ror.org/0266kfd37</idno>
          <orgName>Laboratoire des sciences et techniques de l'information, de la communication et de la connaissance</orgName>
          <orgName type="acronym">Lab-STICC</orgName>
          <date type="start">2008-01-01</date>
          <date type="end">2024-12-31</date>
          <desc>
            <address>
              <addrLine>Technopole Brest Iroise CS 83818 29238 BREST cedex 3</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">https://labsticc.fr</ref>
          </desc>
          <listRelation>
            <relation active="#struct-131284" type="direct"/>
            <relation active="#struct-300314" type="direct"/>
            <relation active="#struct-1705235" type="indirect"/>
            <relation active="#struct-172265" type="direct"/>
            <relation active="#struct-301846" type="direct"/>
            <relation active="#struct-302102" type="direct"/>
            <relation name="UMR6285" active="#struct-441569" type="direct"/>
            <relation active="#struct-469973" type="direct"/>
            <relation active="#struct-481355" type="direct"/>
          </listRelation>
        </org>
        <org type="regrouplaboratory" xml:id="struct-131284" status="VALID">
          <idno type="ROR">https://ror.org/02ypw0a72</idno>
          <orgName>École Nationale d'Ingénieurs de Brest</orgName>
          <orgName type="acronym">ENIB</orgName>
          <desc>
            <address>
              <addrLine>945 avenue du Technopole - 29280 Plouzané</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.enib.fr/</ref>
          </desc>
          <listRelation>
            <relation active="#struct-300314" type="direct"/>
            <relation active="#struct-1705235" type="direct"/>
          </listRelation>
        </org>
        <org type="regroupinstitution" xml:id="struct-300314" status="VALID">
          <idno type="IdRef">291809022</idno>
          <idno type="ISNI">0000000121880893</idno>
          <idno type="ROR">https://ror.org/0372th171</idno>
          <orgName>Université de Brest</orgName>
          <orgName type="acronym">UBO EPE</orgName>
          <desc>
            <address>
              <addrLine>Université de Bretagne Occidentale - 3 Rue des Archives 29238, Brest</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">https://www.univ-brest.fr/</ref>
          </desc>
        </org>
        <org type="institution" xml:id="struct-1705235" status="VALID">
          <idno type="IdRef">291816037</idno>
          <orgName>Institut National Polytechnique de Bretagne</orgName>
          <orgName type="acronym">Bretagne INP</orgName>
          <date type="start">2025-03-01</date>
          <desc>
            <address>
              <addrLine>945 avenue du Technopôle Brest-Iroise, 29289 Plouzané</addrLine>
              <country key="FR"/>
            </address>
          </desc>
        </org>
        <org type="institution" xml:id="struct-172265" status="VALID">
          <idno type="IdRef">05017746X</idno>
          <idno type="ISNI">0000000121680285</idno>
          <idno type="ROR">https://ror.org/04ed7fw48</idno>
          <orgName>Université de Bretagne Sud</orgName>
          <orgName type="acronym">UBS</orgName>
          <date type="start">1995-02-07</date>
          <desc>
            <address>
              <addrLine>BP 92116 - 56321 Lorient cedex</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.univ-ubs.fr/</ref>
          </desc>
        </org>
        <org type="institution" xml:id="struct-301846" status="OLD">
          <idno type="IdRef">177263660</idno>
          <idno type="ROR">https://ror.org/059n54003</idno>
          <orgName>École Nationale Supérieure de Techniques Avancées Bretagne</orgName>
          <orgName type="acronym">ENSTA Bretagne</orgName>
          <date type="end">2024-12-31</date>
          <desc>
            <address>
              <addrLine>2 rue François Verny, 29806 Brest cedex 9</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">https://www.ensta-bretagne.fr</ref>
          </desc>
        </org>
        <org type="regroupinstitution" xml:id="struct-302102" status="VALID">
          <idno type="IdRef">192427156</idno>
          <idno type="ISNI">000000012202567X</idno>
          <idno type="ROR">https://ror.org/025vp2923</idno>
          <idno type="Wikidata">Q27962533</idno>
          <orgName>Institut Mines-Télécom [Paris]</orgName>
          <orgName type="acronym">IMT</orgName>
          <date type="start">2012-03-01</date>
          <desc>
            <address>
              <addrLine>19 Place Marguerite Perey, 91120 Palaiseau</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">https://www.imt.fr/</ref>
          </desc>
        </org>
        <org type="regroupinstitution" xml:id="struct-441569" status="VALID">
          <idno type="IdRef">02636817X</idno>
          <idno type="ISNI">0000000122597504</idno>
          <idno type="ROR">https://ror.org/02feahw73</idno>
          <orgName>Centre National de la Recherche Scientifique</orgName>
          <orgName type="acronym">CNRS</orgName>
          <date type="start">1939-10-19</date>
          <desc>
            <address>
              <country key="FR"/>
            </address>
            <ref type="url">https://www.cnrs.fr/</ref>
          </desc>
        </org>
        <org type="regroupinstitution" xml:id="struct-469973" status="VALID">
          <idno type="IdRef">191639044</idno>
          <idno type="ROR">https://ror.org/04x1a4s97</idno>
          <orgName>Université Bretagne Loire</orgName>
          <orgName type="acronym">UBL</orgName>
          <date type="start">2016-04-01</date>
          <desc>
            <address>
              <addrLine>Cité Internationale, 1 place Paul Ricoeur - CS 54417 35044 RENNES CEDEX</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">https://u-bretagneloire.fr/</ref>
          </desc>
        </org>
        <org type="institution" xml:id="struct-481355" status="VALID">
          <idno type="IdRef">202743233</idno>
          <idno type="ROR">https://ror.org/030hj3061</idno>
          <orgName>IMT Atlantique</orgName>
          <orgName type="acronym">IMT Atlantique</orgName>
          <date type="start">2017-01-01</date>
          <desc>
            <address>
              <addrLine>Campus Brest : Technopôle Brest-Iroise CS 8381829238 BREST Cedex 3 -Campus Nantes : 4, rue Alfred Kastler- La chantrerie 44300 NANTES -Campus Rennes :  2 Rue de la Châtaigneraie, 35510 CESSON SEVIGNE</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">https://www.imt-atlantique.fr</ref>
          </desc>
          <listRelation>
            <relation active="#struct-302102" type="direct"/>
          </listRelation>
        </org>
      </listOrg>
    </back>
  </text>
</TEI>