Publicaions Dr. Alpha Renner
Contribution to a conference proceedings
Accurate Mapping of RNNs on Neuromorphic Hardware with Adaptive Spiking Neurons
2024 International Conference on Neuromorphic Systems (ICONS), ArlingtonArlington, VA, 30 Jul 2024 - 2 Aug 2024
IEEE 376-380 (2024) [10.1109/ICONS62911.2024.00064]
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Journal Article
The backpropagation algorithm implemented on spiking neuromorphic hardware
Nature Communications 15(1), 9691 (2024) [10.1038/s41467-024-53827-9]
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Journal Article
Neuromorphic visual scene understanding with resonator networks
Nature machine intelligence 6(6), 641–652 (2024) [10.1038/s42256-024-00848-0]
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Journal Article
Visual odometry with neuromorphic resonator networks
Nature machine intelligence 6(6), 653–663 (2024) [10.1038/s42256-024-00846-2]
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Conference Presentation (After Call)
Neuromorphic Hyperdimensional Visual Scene Factorization
International conference on neuromorphic, natural and physical computing, NNPC2023, HannoverHannover, Germany, 25 Oct 2023 - 27 Oct 2023
[10.34734/FZJ-2024-02523]
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Preprint
NeuroBench: A Framework for Benchmarking Neuromorphic Computing Algorithms and Systems
arXiv (2023) [10.48550/ARXIV.2304.04640]
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