Universität Leipzig
Fakultät für Mathematik und Informatik
Abteilung Technische Informatik
Augustusplatz 10, Raum P 518
04109 Leipzig

Postanschrift: Postfach 10 09 20, 04009 Leipzig

Telefon: +49 (341) 97-32285
Telefax: +49 (341) 97-32252

E-Mail: kellaithy@informatik.uni-leipzig.de

Sprechstunde: nach Vereinbarung

karim

Werdegang

Forschungsinteressen

  • Biologisch inspirierte künstliche neurale Netze
  • Dynamische Systeme
  • Biologisch begründet  Algorithmen
  • Gehirnwissenschaft (Brain Science)

Publikationen

  • Karim Ellaithy, Martin Bogdan
    Enhancements on the Modi ed Stochastic Synaptic Model: The Functional Heterogeneity

    ICANN 2017

  • J. I. Latorre, K. El Laithy, M. Bogdan, E. Jiménez
    Development of a Petri Net Model for a Reconfigurable Intelligent System based on Experimental Data

    Proceedings of the European Modeling and Simulation Symposium (EMSS), ISBN 978-88-97999-38-6, pp 608-612, 2014

  • K. El-Laithy, M. Bogdan
    Synaptic energy drives the information processing mechanisms in spiking neural networks | LINK

    Mathematical Biosciences and Engineering 11(2), 2014

  • J. Hoffmann, F. Güttler, K. El-Laithy, M. Bogdan
    Cyfield-RISP: Generating Dynamic Instruction Set Processors for Reconfigurable Hardware Using OpenCL | LINK

    ICANN 2012, LNCS 7552, p.169-176, 2012

  • K. El-Laithy, M. Knor, J. Käs, M. Bogdan
    Digital Detection and Analysis of Branching and Cell Contacts in Neural Cell Cultures | LINK

    J Neurosci Methods., 210(2):206-19, 2012

  • K. El-Laithy, M. Bogdan
    A Reinforcement Learning Framework for Spiking Networks with Dynamic Synapses

    Computational Intelligence and Neuroscience, vol. 2011, Article ID 869348, 12 pages, doi:10.1155/2011/869348, 2011

  • K. El-Laithy, M. Bogdan
    A Hypothetical Free Synaptic Energy Function and Related States of Synchrony

    ICANN 2011, pp. 40-47, DOI: 10.1007/978-3-642-21738-8_6, 2011

  • K. El-Laithy, M. Bogdan
    On the capacity of transient states of synchrony in liquid state machines

    ICANN 2011, pp. 56-63, DOI: 10.1007/978-3-642-21738-8_8, 2011

  • K. El-Laithy, M. Bogdan
    Synchrony State Generation: an Approach using Stochastic Synapses

    Journal of Artificial Intelligence and Soft Computing Research (JAISCR), Vol. 1, No. 1, pp. 17-25, 2011

  • K. El-Laithy, M. Bogdan
    A Hebbian-based reinforcement learning framework for spike-timing-dependent synapses

    ICANN, Thessaloniki, LNCS vol. 6352, pp. 160-169, 2010

  • K. El-Laithy, M. Bogdan
    Predicting spike timing of a Thalamic neuron using a stochastic synapse

    ESANN, Bruges, pp. 358-363, 2010

  • K. El-Laithy, M. Bogdan
    Synchrony State Generation in Artificial Neural Networks with Stochastic Synapses

    ICANN 2009, Part I, LNCS 5768, pp. 181-190, 2009