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Research ArticleResearch Article: New Research, Cognition and Behavior

Traces of Semantization, from Episodic to Semantic Memory in a Spiking Cortical Network Model

Nikolaos Chrysanthidis, Florian Fiebig, Anders Lansner and Pawel Herman
eNeuro 8 July 2022, 9 (4) ENEURO.0062-22.2022; https://doi.org/10.1523/ENEURO.0062-22.2022
Nikolaos Chrysanthidis
1Division of Computational Science and Technology, School of Electrical Engineering and Computer Science, KTH Royal Institute of Technology, Stockholm 10044, Sweden
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  • ORCID record for Nikolaos Chrysanthidis
Florian Fiebig
1Division of Computational Science and Technology, School of Electrical Engineering and Computer Science, KTH Royal Institute of Technology, Stockholm 10044, Sweden
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Anders Lansner
1Division of Computational Science and Technology, School of Electrical Engineering and Computer Science, KTH Royal Institute of Technology, Stockholm 10044, Sweden
2Department of Mathematics, Stockholm University, Stockholm 10691, Sweden
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Pawel Herman
1Division of Computational Science and Technology, School of Electrical Engineering and Computer Science, KTH Royal Institute of Technology, Stockholm 10044, Sweden
3Digital Futures, Stockholm 10044, Sweden
4Swedish e-Science Research Centre, Stockholm 10044, Sweden
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Article Information

DOI 
https://doi.org/10.1523/ENEURO.0062-22.2022
PubMed 
35803714
Published By 
Society for Neuroscience
History 
  • Received February 6, 2022
  • Revision received May 5, 2022
  • Accepted May 28, 2022
  • Published online July 8, 2022.
Copyright & Usage 
Copyright © 2022 Chrysanthidis et al. This is an open-access article distributed under the terms of the Creative Commons Attribution 4.0 International license, which permits unrestricted use, distribution and reproduction in any medium provided that the original work is properly attributed.

Author Information

  1. Nikolaos Chrysanthidis1,
  2. Florian Fiebig1,
  3. Anders Lansner1,2 and
  4. Pawel Herman1,3,4
  1. 1Division of Computational Science and Technology, School of Electrical Engineering and Computer Science, KTH Royal Institute of Technology, Stockholm 10044, Sweden
  2. 2Department of Mathematics, Stockholm University, Stockholm 10691, Sweden
  3. 3Digital Futures, Stockholm 10044, Sweden
  4. 4Swedish e-Science Research Centre, Stockholm 10044, Sweden
  1. Correspondence should be addressed to Pawel Herman at paherman{at}kth.se.
View Full Text

Author contributions

  1. Author contributions: N.C., A.L., and P.H. designed research; N.C. performed research; N.C. and F.F. contributed unpublished reagents/analytic tools; N.C. analyzed data; N.C. wrote the original draft; N.C., F.F., A.L., and P.H. wrote the paper.

Disclosures

  • The authors declare no competing financial interests.

  • This work was supported by the Swedish Research Council Grant 2018-05360. The simulations were enabled by resources provided by Swedish National Infrastructure for Computing (SNIC) at the PDC Center for High Performance Computing, KTH Royal Institute of Technology.

Funding

  • Swedish Research Council

    2018-05360
  • Swedish National Infastructure for Computing (SNIC)

Other Version

  • You are viewing the most recent version of this article.
  • previous version (July 08, 2022).

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Jul 20224480165
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Jul 2025912458
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eneuro: 9 (4)
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July/August 2022
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Traces of Semantization, from Episodic to Semantic Memory in a Spiking Cortical Network Model
Nikolaos Chrysanthidis, Florian Fiebig, Anders Lansner, Pawel Herman
eNeuro 8 July 2022, 9 (4) ENEURO.0062-22.2022; DOI: 10.1523/ENEURO.0062-22.2022

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Traces of Semantization, from Episodic to Semantic Memory in a Spiking Cortical Network Model
Nikolaos Chrysanthidis, Florian Fiebig, Anders Lansner, Pawel Herman
eNeuro 8 July 2022, 9 (4) ENEURO.0062-22.2022; DOI: 10.1523/ENEURO.0062-22.2022
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Keywords

  • Bayesian–Hebbian plasticity
  • BCPNN
  • episodic memory
  • Semantization
  • Spiking cortical memory model
  • STDP

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