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Dr. Atreya Majumdar

Fakultät für Physik, Theoretische Physik

Anschrift
Lotharstraße 1
47057 Duisburg
Raum
MG 384
Telefon
+49 203 37 94717
E-Mail
atreya.majumdar@uni-due.de

Funktionen

  • Wissenschaftliche/r Mitarbeiter/in, Arbeitsgruppe Prof. Everschor-Sitte

Die folgenden Publikationen sind in der Online-Universitätsbibliographie der Universität Duisburg-Essen verzeichnet. Weitere Informationen finden Sie gegebenenfalls auch auf den persönlichen Webseiten der Person.

    Artikel in Zeitschriften

  • Ezzadeen, Mona; Majumdar, Atreya; Valorge, Olivier; Castellani, Niccolo; Gherman, Valentin; Regis, Guillaume; Giraud, Bastien; Noel, Jean-Philippe; Meli, Valentina; Bocquet, Marc; Andrieu, Francois; Querlioz, Damien; Portal, Jean-Michel
    Implementation of binarized neural networks immune to device variation and voltage drop employing resistive random access memory bridges and capacitive neurons
    In: Communications Engineering Jg. 3 (2024) 80
    Online Volltext: dx.doi.org/ (Open Access)
  • Jebali, Fadi; Majumdar, Atreya; Turck, Clément; Harabi, Kamel-Eddine; Faye, Mathieu-Coumba; Muhr, Eloi; Walder, Jean-Pierre; Bilousov, Oleksandr; Michaud, Amadéo; Vianello, Elisa; Hirtzlin, Tifenn; Andrieu, François; Bocquet, Marc; Collin, Stéphane; Querlioz, Damien; Portal, Jean-Michel
    Powering AI at the edge: A robust, memristor-based binarized neural network with near-memory computing and miniaturized solar cell
    In: Nature Communications Jg. 15 (2024) 741
    Online Volltext: dx.doi.org/ (Open Access)
  • Everschor-Sitte, Karin; Majumdar, Atreya; Wolk, Katharina; Meier, Dennis
    Topological magnetic and ferroelectric systems for reservoir computing
    In: Nature Reviews Physics Jg. 6 (2024) Nr. 7, S. 455 - 462
    Online Volltext: dx.doi.org/
  • Bonnet, Djohan; Hirtzlin, Tifenn; Majumdar, Atreya; Dalgaty, Thomas; Esmanhotto, Eduardo; Meli, Valentina; Castellani, Niccolo; Martin, Simon; Nodin, Jean-François; Bourgeois, Guillaume; Portal, Jean-Michel; Querlioz, Damien; Vianello, Elisa
    Bringing uncertainty quantification to the extreme-edge with memristor-based Bayesian neural networks
    In: Nature Communications Jg. 14 (2023) Nr. 1, 7530
    Online Volltext: dx.doi.org/ (Open Access)
  • Majumdar, Atreya; Bocquet, Marc; Hirtzlin, Tifenn; Laborieux, Axel; Klein, Jacques-Olivier; Nowak, Etienne; Vianello, Elisa; Portal, Jean-Michel; Querlioz, Damien
    Model of the Weak Reset Process in HfOₓ Resistive Memory for Deep Learning Frameworks
    In: IEEE Transactions on Electron Devices (T-ED) Jg. 68 (2021) Nr. 10, S. 4925 - 4932
    Online Volltext: dx.doi.org/ (Open Access)
  • Majumdar, Atreya; Jansen, Thomas L. C.
    Quantum-Classical Simulation of Molecular Motors Driven only by Light
    In: The Journal of Physical Chemistry Letters Jg. 12 (2021) Nr. 23, S. 5512 - 5518
    Online Volltext: dx.doi.org/ (Open Access)
  • Das, Arijit; Jousma, S.T.; Majumdar, Atreya; Banerjee, T.
    Evolution of the magnetoresistance lineshape with temperature and electric field across Nb-doped SrTiO₃ interface
    In: Applied Physics Letters (APL) Jg. 112 (2018) Nr. 18, 182405
    Online Volltext: dx.doi.org/ Online Volltext (Open Access)

    • Beiträge in Sammelwerken und Tagungsbänden

  • Ezzadeen, Mona; Majumdar, Atreya; Thomas, Sigrid; Noël, Jean-Philippe; Giraud, Bastien; Bocquet, Marc; Andrieu, Francois; Querlioz, Damien; Portal, Jean-Michel
    Binary ReRAM-based BNN first-layer implementation
    In: 2023 Design, Automation & Test in Europe Conference & Exhibition (DATE): Proceedings / Design, Automation & Test in Europe Conference & Exhibition (DATE), 17-19 April 2023, Antwerp, Belgium / Institute of Electrical and Electronics Engineers (Hrsg.) 2023
    Online Volltext: dx.doi.org/ Online Volltext (Open Access)
  • Jebali, F.; Majumdar, Atreya; Laborieux, A.; Hirtzlin, T.; Vianello, E.; Walder, J.P.; Bocquet, M.; Querlioz, D.; Portal, J.M.
    CAPC : A Configurable Analog Pop-Count Circuit for Near-Memory Binary Neural Networks
    In: 2021 IEEE International Midwest Symposium on Circuits and Systems (MWSCAS): on-line proceedings / IEEE International Midwest Symposium on Circuits and Systems (MWSCAS), August 9 – 11, 2021, East Lansing, Michigan, USA, online / Institute of Electrical and Electronics Engineers (Hrsg.) 2021, S. 158 - 161
    Online Volltext: dx.doi.org/ Online Volltext (Open Access)
  • Ezzadeen, M.; Majumdar, Atreya; Bocquet, M.; Giraud, B.; Noel, J.-P.; Andrieu, F.; Querlioz, D.; Portal, J.-M.
    Low-Overhead Implementation of Binarized Neural Networks Employing Robust 2T2R Resistive RAM Bridges
    In: ESSCIRC 2021: IEEE 47th European Solid State Circuits Conference (ESSCIRC) ; on-line proceedings / IEEE 47th European Solid State Circuits Conference (ESSCIRC), September 6 – 9, 2021, online / Institute of Electrical and Electronics Engineers (Hrsg.) 2021, S. 83 - 86
    Online Volltext: dx.doi.org/ Online Volltext (Open Access)

    • Dissertation

  • Majumdar, Atreya
    Embracing Imperfections : Hardware-compatible Neural Networks for Neuromorphic Computing
    Paris (2023) XII, 179 Seiten
    Online Volltext