PGI-15

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Recent Publications

All known publications ...
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http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Poster (After Call) Lober, M. (Corresponding author)FZJ* ; Bouhadjar, Y.FZJ* ; Diesmann, M.FZJ* ; Tetzlaff, T.FZJ*
Learning sequence timing and controlling recall speed in networks of spiking neurons
2025IAS Retreat, RWTH AachenJuelich, RWTH Aachen, Germany, 27 May 2025 - 27 May 20252025-05-272025-05-27 BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a conference proceedings Lohoff, J.FZJ* ; Kaya, A.FZJ* ; Assmuth, F.FZJ* ; Neftci, E.FZJ*
A Truly Sparse and General Implementation ofGradient-Based Synaptic Plasticity
2025Neuro-Inspired Computational Elements, NICE, HeidelbergHeidelberg, Germany, 25 Mar 2025 - 28 Mar 20252025-03-252025-03-28 n/a (2025) [10.34734/FZJ-2025-01175]2025   Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a conference proceedings Alonso, N. ; Krichmar, J. ; Neftci, E.FZJ*
Understanding and Improving Optimization in Predictive Coding Networks
2024AAAI Conference on Artificial Intelligence, VancouverVancouver, Canada, 20 Feb 2024 - 27 Feb 20242024-02-202024-02-27 38(10), 10812 - 10820 (2024) [10.1609/aaai.v38i10.28954]2024 BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Preprint Stewart, K. ; Neumeier, M. ; Shrestha, S. B. ; Orchard, G. ; Neftci, E.FZJ*
Emulating Brain-like Rapid Learning in Neuromorphic Edge Computing
arXiv (2024) [10.48550/ARXIV.2408.15800]2024 BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Preprint Karilanova, S. ; Fabre, M.FZJ* ; Neftci, E.FZJ* ; Özçelikkale, A.
Zero-Shot Temporal Resolution Domain Adaptation for Spiking Neural Networks
arXiv (2024) [10.48550/ARXIV.2411.04760]2024 BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a conference proceedings/Contribution to a book Lohoff, J.FZJ* ; Neftci, E.FZJ*
Optimizing Automatic Differentiation with Deep Reinforcement Learning
202438th Conference on Neural Information Processing Systems, NeurIPS, VancouverVancouver, Canada, 9 Dec 2024 - 16 Dec 20242024-12-092024-12-16 Advances in neural information processing systems 38, (2024) [10.34734/FZJ-2025-01156]2024   Files  Fulltext BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Preprint Leroux, N. (Corresponding author)FZJ* ; Manea, P.-P. (Corresponding author)FZJ* ; Sudarshan, C.FZJ* ; Finkbeiner, J.FZJ* ; Siegel, S.FZJ* ; Strachan, J. P.FZJ* ; Neftci, E.FZJ*
Analog In-Memory Computing Attention Mechanism for Fast and Energy-Efficient Large Language Models
arXiv (2024) [10.48550/arXiv.2409.19315]2024   Files  Fulltext BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a conference proceedings Boeshertz, G. (First author) ; Indiveri, G. ; Nair, M. ; Renner, A. (Corresponding author)FZJ*
Accurate Mapping of RNNs on Neuromorphic Hardware with Adaptive Spiking Neurons
20242024 International Conference on Neuromorphic Systems (ICONS), ArlingtonArlington, VA, 30 Jul 2024 - 2 Aug 20242024-07-302024-08-02 IEEE 376-380 (2024) [10.1109/ICONS62911.2024.00064]2024   Fulltext BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Preprint Manea, P.-P. (Corresponding author)FZJ* ; Leroux, N.FZJ* ; Neftci, E.FZJ* ; Strachan, J. P.FZJ*
Gain Cell-Based Analog Content Addressable Memory for Dynamic Associative tasks in AI
arXiv (2024) [10.48550/arXiv.2410.09755]2024   Files  Fulltext BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Preprint Leroux, N.FZJ* ; Manea, P.FZJ* ; Sudarshan, C.FZJ* ; Finkbeiner, J. R.FZJ* ; Siegel, S.FZJ* ; Strachan, J. P.FZJ* ; Neftci, E.FZJ*
Analog In-Memory Computing Attention Mechanism for Fast and Energy-Efficient Large Language Models
[10.34734/FZJ-2025-01095]   Files  Fulltext BibTeX | EndNote: XML, Text | RIS

All known publications ...
Download: BibTeX | EndNote XML,  Text | RIS |