Robert Legenstein

Assoc.Prof. Dipl.-Ing. Dr.techn.

19992022
If you made any changes in Pure these will be visible here soon.

Fingerprint Dive into the research topics where Robert Legenstein is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

  • 2 Similar Profiles
Learning Medicine & Life Sciences
Plasticity Engineering & Materials Science
Synapses Medicine & Life Sciences
Neurons Medicine & Life Sciences
Brain Engineering & Materials Science
Hardware Engineering & Materials Science
Neural networks Engineering & Materials Science
Pyramidal Cells Medicine & Life Sciences

Network Recent external collaboration on country level. Dive into details by clicking on the dots.

Research Output 1999 2018

A dynamic connectome supports the emergence of stable computational function of neural circuits through reward-based learning

Kappel, D., Legenstein, R., Habenschuss, S., Hsieh, M. & Maass, W., 1 Mar 2018, In : eNeuro. 5, 2, 27 p., e0301-17.2018.

Research output: Contribution to journalArticleResearchpeer-review

Connectome
Reward
Spine
Learning
Synapses

Long short-term memory and learning-to-learn in networks of spiking neurons

Bellec, G. E. F., Salaj, D., Subramoney, A., Legenstein, R. & Maass, W., 2018, Advances in Neural Information Processing Systems: NeurIPS.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Long Term Memory and the Densest K-Subgraph Problem

Legenstein, R., Maass, W., Papapdimitriou, C. H. & Vempala, S. S., 2018, 9th Innovations in Theoretical Computer Science Conference (ITCS 2018). Schloss Dagstuhl - Leibniz-Zentrum für Informatik GmbH, Vol. 94. p. 57:1–57:15 57. (LIPIcs-Leibniz International Proceedings in Informatics ).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Data storage equipment
Graph theory
Plasticity
Experiments

Memory-Efficient Deep Learning on a SpiNNaker 2 Prototype

Liu, C., Bellec, G. E. F., Vogginger, B., Kappel, D., Partzsch, J., Neumärker, F., Höppner, S., Maass, W., Furber, S. B., Legenstein, R. & Mayr, C. G., 19 Nov 2018, In : Frontiers in neuroscience. 12, 840, 15 p., 840.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
Learning
Datasets

A model for the formation of associations between memory items in the brain

Pokorny, C., Ison, M., Legenstein, R. & Maass, W., 2017.

Research output: Contribution to conferencePosterResearch

Activities 2000 2018

Long short-term memory and learning-to-learn in networks of spiking neurons

Robert Legenstein (Speaker)
22 May 2018

Activity: Talk or presentationInvited talkScience to science

Long short-term memory and learning-to-learn in networks of spiking neurons

Guillaume Emmanuel Fernand Bellec (Speaker), Anand Subramoney (Speaker), Darjan Salaj (Speaker), Robert Legenstein (Speaker), Wolfgang Maass (Speaker)
2018

Activity: Talk or presentationPoster presentationScience to science

Spiking neural networks learn to learn

Robert Legenstein (Speaker), Franz Scherr (Speaker)
28 Sep 2018

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

Rewiring in Deep Neural Networks with Noisy Parameter Updates

Robert Legenstein (Speaker)
4 Apr 2018

Activity: Talk or presentationInvited talk at conference or symposiumScience to science

Emergent organization of synapses on dendrites through simple plasticity rules

Robert Legenstein (Speaker), Thomas Limbacher (Speaker)
Jun 2018

Activity: Talk or presentationPoster presentationScience to science

Prizes

simulation

NIPS 2008 Studen Paper Award 2nd Place

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

Prize: Prizes / Medals / Awards

Projects 2010 2022