Activities per year
Activities
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Memory-enriched computation and learnng through synaptic and non-synaptic plasticity
Robert Legenstein (Speaker)
27 Jun 2023Activity: Talk or presentation › Talk at workshop, seminar or course › Science to science
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Bar-Ilan University
Horst Petschenig (Visitor)
27 May 2023 → 10 Jun 2023Activity: Visiting an external academic institution › Research at external institution
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Building Robustness into Embedded Machine Intelligence
Ozan Özdenizci (Speaker)
5 Jun 2023Activity: Talk or presentation › Invited talk › Science to science
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Computational Geometry meets Machine Learning
Daniel Lederer (Speaker)
10 Jul 2023 → 12 Jul 2023Activity: Talk or presentation › Talk at workshop, seminar or course › Science to science
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Probabilistic Circuits
Robert Peharz (Speaker)
31 Oct 2023Activity: Talk or presentation › Talk at workshop, seminar or course › Science to science
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Fault pruning: Robust training of neural networks with memristive weights
Ceca Kraisnikovic (Speaker) & Robert Legenstein (Contributor)
16 Mar 2023Activity: Talk or presentation › Talk at conference or symposium › Science to science
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Probabilistic Circuits and Logic
Robert Peharz (Participant)
2023Activity: Participation in or organisation of › Workshop, seminar or course (Participation in/Organisation of)
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Probabilistic Circuits
Robert Peharz (Speaker)
29 Jun 2023Activity: Talk or presentation › Talk at workshop, seminar or course › Science to science
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Roles of dendrites for computing and learning in cortical microcircuit models
Horst Petschenig (Participant)
3 Sept 2023 → 7 Sept 2023Activity: Participation in or organisation of › Conference or symposium (Participation in/Organisation of)
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Università di Padova
Horst Petschenig (Visitor)
9 Feb 2023 → 15 Feb 2023Activity: Visiting an external academic institution › Research at external institution
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TS-MoCo: Time-Series Momentum Contrast for Self-Supervised Physiological Representation Learning
Ozan Özdenizci (Speaker)
6 Sept 2023Activity: Talk or presentation › Talk at conference or symposium › Science to science
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Probabilistic Circuits: Deep Probabilistic Models with Reliable Reasoning
Robert Peharz (Speaker)
24 Jul 2023 → 28 Jul 2023Activity: Talk or presentation › Talk at workshop, seminar or course › Science to science
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Brain-Inspired Machine Learning
Robert Legenstein (Speaker)
27 Nov 2023Activity: Talk or presentation › Invited talk › Science to science
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Brain-Inspired Computation and Learning
Robert Legenstein (Speaker)
7 Jul 2023Activity: Talk or presentation › Talk at workshop, seminar or course › Science to science
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Energy-efficient AI: What can we learn from the brain?
Robert Legenstein (Speaker)
13 Dec 2023Activity: Talk or presentation › Invited talk › Science to science
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Statistical Properties of Connectomic Flag Complexes
Florian Fedor Fridolin Unger (Speaker), Jonathan Krebs (Contributor) & Michael Günther Müller (Contributor)
17 Jul 2023Activity: Talk or presentation › Poster presentation › Science to science
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37th Annual Conference on Neural Information Processing Systems (Event)
Horst Petschenig (Peer reviewer)
10 Dec 2023 → 16 Dec 2023Activity: Publication peer-review or editorial work › Peer review of manuscripts
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Justifying TDA in Neuroscience: Efficient null-model generation by uniformly sampling directed graphs with similar simplex counts as connectomes
Florian Fedor Fridolin Unger (Speaker)
23 May 2022Activity: Talk or presentation › Talk at workshop, seminar or course › Science to science
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AI and Neuroscience
Robert Legenstein (Speaker)
24 Nov 2022Activity: Talk or presentation › Talk at workshop, seminar or course › Science to science
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Anatomical and neurophysiological data on primary visual cortex suffice for reproducing brain-like robust multiplexing of visual function
Guozhang Chen (Speaker) & Wolfgang Maass (Speaker)
5 Apr 2022 → 9 Apr 2022Activity: Talk or presentation › Poster presentation › Science to science
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MCMC sampling of directed flag complexes
Florian Fedor Fridolin Unger (Speaker)
27 Apr 2022Activity: Talk or presentation › Talk at workshop, seminar or course › Science to science
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FORTH Institute of Molecular Biology and Biotechnology
Robert Legenstein (Visitor)
24 May 2022 → 26 May 2022Activity: Visiting an external academic institution › Research at external institution
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Universitat de les Illes Balears
Robert Legenstein (Visitor)
21 Apr 2022 → 22 Apr 2022Activity: Visiting an external academic institution › Research at external institution
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Straight Skeletons and Mitered Offsets of Nonconvex Polytopes
Daniel Lederer (Speaker) & Franz Aurenhammer (Speaker)
22 May 2022 → 25 May 2022Activity: Talk or presentation › Talk at workshop, seminar or course › Science to science
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Champalimaud Centre for the Unknown
Ceca Kraisnikovic (Visitor)
17 Jul 2022 → 6 Aug 2022Activity: Visiting an external academic institution › Research at external institution
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On Memory in Spiking Neural Networks
Robert Legenstein (Speaker)
30 Jun 2022Activity: Talk or presentation › Talk at workshop, seminar or course › Science to science
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Splitting a Vertex
Daniel Lederer (Speaker) & Franz Aurenhammer (Speaker)
10 Oct 2022 → 13 Oct 2022Activity: Talk or presentation › Talk at workshop, seminar or course › Science to science
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Dagstuhl Seminar on Recent Advancements in Tractable Probabilistic Inference
Robert Peharz (Participant)
18 Apr 2022 → 22 Apr 2022Activity: Participation in or organisation of › Workshop, seminar or course (Participation in/Organisation of)
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Justifying TDA in Neuroscience: Efficient null-model generation by uniformly sampling directed graphs with similar simplex counts as connectomes.
Florian Fedor Fridolin Unger (Speaker)
29 Jun 2022Activity: Talk or presentation › Invited talk › Science to science
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Improving robustness against stealthy weight bit-flip attacks by output code matching
Ozan Özdenizci (Speaker)
23 Jun 2022Activity: Talk or presentation › Talk at conference or symposium › Science to science
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Spiking Neural Networks for Neuromorphic Computing
Robert Legenstein (Speaker)
6 Jul 2022Activity: Talk or presentation › Invited talk at conference or symposium › Science to science
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Active Bayesian Causal Inference
Christian Toth (Speaker), Christian Knoll (Speaker) & Robert Peharz (Speaker)
29 Nov 2022Activity: Talk or presentation › Poster presentation › Science to science
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The Future of Neuromorphic Engineering
Robert Legenstein (Speaker)
2 Jul 2022Activity: Talk or presentation › Public lecture or debate › Science to science
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Self-supervised learning of probabilistic predictions of bottom-up inputs to pyramidal cells through plasticity in apical dendrites
Robert Legenstein (Speaker)
25 May 2022Activity: Talk or presentation › Poster presentation › Science to science
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Spiking Memristive Architectures for Learning to Learn
Robert Legenstein (Speaker)
29 Mar 2022Activity: Talk or presentation › Talk at workshop, seminar or course › Science to science
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Exact and Efficient Adversarial Robustness with Decomposable Neural Networks
Robert Peharz (Speaker)
19 Apr 2022Activity: Talk or presentation › Talk at conference or symposium › Science to science
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Probabilistic Circuits: Representations, Inference, Learning and Applications
Antonio Vergari (Speaker), Robert Peharz (Speaker) & YooJung Choi (Speaker)
5 Dec 2022Activity: Talk or presentation › Talk at conference or symposium › Science to science
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Neuro Causal and Symbolic AI Workshop @ the 36th Neural Information Processing Systems Conference
Matej Zečević (Organiser), Devendra Singh Dhami (Organiser), Christina Winkler (Organiser), Thomas Kipf (Organiser), Robert Peharz (Organiser) & Petar Veličković (Organiser)
9 Dec 2022Activity: Participation in or organisation of › Workshop, seminar or course (Participation in/Organisation of)
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Memory-enriched computation and learning in spiking neural networks through Hebbian plasticity
Thomas Limbacher (Speaker), Ozan Özdenizci (Contributor) & Robert Legenstein (Contributor)
9 Nov 2022Activity: Talk or presentation › Talk at workshop, seminar or course › Science to science
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On the use of generative deep neural networks to synthesize artificial multichannel EEG signals
Ozan Özdenizci (Speaker)
4 May 2021Activity: Talk or presentation › Poster presentation › Science to science
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Spike-based symbolic computations on symbol sequences
Ceca Kraisnikovic (Speaker)
22 Sept 2021Activity: Talk or presentation › Poster presentation › Science to science
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Training adversarially robust sparse networks via Bayesian connectivity sampling
Ozan Özdenizci (Speaker) & Robert Legenstein (Speaker)
22 Jul 2021Activity: Talk or presentation › Poster presentation › Science to science
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Università di Padova
Robert Legenstein (Visitor)
18 Nov 2021Activity: Visiting an external academic institution › Research at external institution
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Using the JUWELS Booster to relate structure to function in large-scale neural network models of the brain
Franz Scherr (Speaker)
20 Jan 2021Activity: Talk or presentation › Talk at workshop, seminar or course › Science to science
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Brain-Inspired Algorithms for Energy-Efficient Machine Learning
Robert Legenstein (Speaker)
14 Sept 2021Activity: Talk or presentation › Talk at conference or symposium › Science to science
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Brain Computation: Integrating perspectives from Neuroscience, Computer Science, and Deep Learning
Robert Legenstein (Speaker)
9 Jul 2021Activity: Talk or presentation › Talk at workshop, seminar or course › Science to science
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Austrian Society for Artificial Intelligence (External organisation)
Robert Legenstein (Chair)
1 Jan 2021 → 31 Dec 2021Activity: Membership › Membership of research network or expert group
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Spiking Memristive Architectures for Learning to Learn
Robert Legenstein (Speaker)
12 Apr 2021 → 14 Apr 2021Activity: Talk or presentation › Talk at workshop, seminar or course › Science to science
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Structured Information Representation with Assemblies of Spiking Neurons
Michael Günther Müller (Speaker)
28 Jun 2021Activity: Talk or presentation › Talk at conference or symposium › Science to science
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H-Mem: Harnessing synaptic plasticity with Hebbian memory networks
Thomas Limbacher (Speaker) & Robert Legenstein (Contributor)
8 Dec 2020Activity: Talk or presentation › Talk at conference or symposium › Science to science