Robert Legenstein

Univ.-Prof. Dipl.-Ing. Dr.techn.

19992020

Research output per year

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Research Output

A model for structured information representation in Neural Networks of the Brain

Müller, M. G., Papadimitriou, C. H., Maass, W. & Legenstein, R., 7 May 2020, In : eNeuro. 7, 3, 17 p., ENEURO.0533-19.2020.

Research output: Contribution to journalArticle

Open Access
  • The location of the axon initial segment affects the bandwidth of spike initiation dynamics

    Verbist, C., Müller, M. G., Mansvelder, H. D., Legenstein, R. & Giugliano, M., 23 Jul 2020, In : PLoS computational biology. 16, 7, e1008087.

    Research output: Contribution to journalArticle

    Open Access
  • A solution to the learning dilemma for recurrent networks of spiking neurons

    Bellec, G., Scherr, F., Subramoney, A., Hajek, E., Salaj, D., Legenstein, R. & Maass, W., 9 Dec 2019, In : bioRxiv - the Preprint Server for Biology. 2019, 31 p.

    Research output: Contribution to journalArticle

  • Biologically inspired alternatives to backpropagation through time for learning in recurrent neural nets

    Bellec, G., Scherr, F., Hajek, E., Salaj, D., Legenstein, R. & Maass, W., 25 Jan 2019, In : arXiv.org e-Print archive. 2019, p. 1-37 37 p.

    Research output: Contribution to journalArticle

    File
  • Brain Computation: A Computer Science Perspective

    Maass, W., Papadimitriou, C. H., Vempala, S. & Legenstein, R., 5 Oct 2019, Computing and Software Science.: Lecture Notes in Computer Science. Springer, Cham, Vol. 10000. p. 184-199 16 p.

    Research output: Chapter in Book/Report/Conference proceedingChapter

  • Activities

    Introductory Notes

    Robert Legenstein (Speaker)
    19 Sep 2019

    Activity: Talk or presentationTalk at workshop, seminar or courseScience to science

    Machine Learning, Neuroscience, and Spiking Neural Networks

    Robert Legenstein (Speaker)
    3 Jul 2019

    Activity: Talk or presentationInvited talkScience to science

    Machine Learning and the Brain: Closing the Loop

    Robert Legenstein (Speaker)
    5 Jun 2019

    Activity: Talk or presentationTalk at workshop, seminar or courseScience to science

    Eligibility traces enable recurrent neural networks to learn without backpropagation through time

    Robert Legenstein (Speaker)
    17 Sep 2019

    Activity: Talk or presentationTalk at workshop, seminar or courseScience to science

    A fully spiking LSNN: How to avoid artificial readouts in long short-term memory spiking neural networks

    Robert Legenstein (Speaker)
    16 Oct 2019

    Activity: Talk or presentationTalk at workshop, seminar or courseScience to science

    Prizes

  • NIPS 2008 Studen Paper Award 2nd Place

    Lars Holger Büsing (Recipient) & Robert Legenstein (Recipient), 7 Dec 2008

    Prize: Prizes / Medals / Awards

    Projects