Research output per year
Research output per year
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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.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Non-synaptic plasticity enables memory-dependent local learning
Ferrand, R., Baronig, M., Unger, F. & Legenstein, R., Mar 2025, In: PLoS ONE. 20, 3 March, e0313331.Research output: Contribution to journal › Article › peer-review
Open Access -
Rapid learning with phase-change memory-based in-memory computing through learning-to-learn
Ortner, T., Petschenig, H., Vasilopoulos, A., Renner, R., Brglez, Š., Limbacher, T., Piñero, E., Linares-Barranco, A., Pantazi, A. & Legenstein, R., 1 Feb 2025, In: Nature Communications. 16, 1, 1243.Research output: Contribution to journal › Article › peer-review
Open Access -
Advancing spatio-temporal processing in spiking neural networks through adaptation
Baronig, M., Ferrand, R., Sabathiel, S. & Legenstein, R., 2024, arXiv.Research output: Working paper › Preprint
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AI-Infused Design: Merging parametric models for architectural design
Sebestyen, A., Özdenizci, O., Legenstein, R. & Hirschberg, U. L., Sept 2024, Data-Driven Intelligence: Proceedings of the 42nd Conference on Education and Research in Computer Aided Architectural Design in Europe (eCAADe 2024). Kontovourkis, O., Phocas, M. C. & Wurzer, G. (eds.). eCAADe (Education and Research in Computer Aided Architectural Design in Europe), Vol. 1. p. 489–498Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
Open Access -
Context association in pyramidal neurons through local synaptic plasticity in apical dendrites
Baronig, M. & Legenstein, R., 31 Jan 2024, In: Frontiers in Neuroscience. 17, 1276706.Research output: Contribution to journal › Article › peer-review
Open Access
Activities
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Extending the Capabilities of Spiking Neural Networks
Legenstein, R. (Speaker)
4 Jun 2024Activity: Talk or presentation › Invited talk at conference or symposium › Science to science
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The Brain as a Role Model
Legenstein, R. (Speaker)
14 Jun 2024Activity: Talk or presentation › Public lecture or debate › Science to public
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Porting Few-shot Learning Principles to Memristive Hardware
Legenstein, R. (Speaker)
9 Apr 2024Activity: Talk or presentation › Invited talk at conference or symposium › Science to science
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Schnittpunkte von Künstlicher Intelligenz, Medizin und Neurowissenschaften
Legenstein, R. (Speaker)
13 May 2024Activity: Talk or presentation › Public lecture or debate › Science to public
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Preserving real-world robustness of neural networks under sparsity constraints
Gritsch, J. V. (Speaker), Legenstein, R. (Contributor) & Özdenizci, O. (Contributor)
9 Sept 2024 → 13 Sept 2024Activity: Talk or presentation › Talk at conference or symposium › Science to science
Prizes
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Forschungspreis für Simulation und Modellierung des Landes Steiermark 2012
Legenstein, R. (Recipient), 20 Nov 2012
Prize: Prizes / Medals / Awards
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Forschungspreis für Simulation und Modellierung des Landes Steiermark 2012
Legenstein, R. (Recipient), 20 Nov 2012
Prize: Prizes / Medals / Awards
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NIPS 2008 Studen Paper Award 2nd Place
Büsing, L. H. (Recipient) & Legenstein, R. (Recipient), 7 Dec 2008
Prize: Prizes / Medals / Awards
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FWF - BILAI - Bilateral Artificial Intelligence
Wotawa, F. (Co-Investigator (CoI)), Legenstein, R. (Co-Investigator (CoI)), Lex, E. (Co-Investigator (CoI)) & Pock, T. (Co-Investigator (CoI))
1/10/24 → 30/09/29
Project: Research project
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EFRI BRAID - Brain-Inspired Dynamics for Engineering Energy-Efficient Circuits and Artificial Intelligence
Legenstein, R. (Co-Investigator (CoI))
1/09/23 → 31/08/27
Project: Research project
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EU - ADOPD - Adaptive Optical Dendrites
Legenstein, R. (Co-Investigator (CoI))
1/10/20 → 31/03/24
Project: Research project
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FWF - SMALL - Spiking Memristive Architectures for Learning to Learn
Legenstein, R. (Co-Investigator (CoI))
1/02/20 → 31/07/23
Project: Research project
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EU - SYNCH - A SYnaptically connected brain-silicon Neural Closed-loop Hybrid system
Legenstein, R. (Co-Investigator (CoI))
1/01/19 → 30/06/23
Project: Research project