BMBF 16ME0400

Recent Publications

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http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article - Online First Fa, Y. ; Buttberg, M. ; Ran, K.FZJ* ; Ahmad, R. W.FZJ* ; Braun, D. ; Völkel, L. ; Lee, J. ; Cruces, S. ; Macco, B. ; Canto, B. ; Lerch, H. ; Wahlbrink, T. ; Kalisch, H. ; Heuken, M. ; Vescan, A. ; Mayer, J.FZJ* ; Wang, Z. ; Valov, I.FZJ* ; Menzel, S.FZJ* ; Lemme, M. C.
Intermediate Resistive State in Wafer‐Scale Vertical MoS 2 Memristors Through Lateral Silver Filament Growth for Artificial Synapse Applications
Advanced functional materials 1, e26682 (2026) [10.1002/adfm.202526682]2026 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 Master Thesis Bestaeva, A.FZJ*
Untersuchung des durch Joulesche Erwärmung induzierten thermischen Übersprechens in mehrschichtigen HfOx/Al2O3/TiO2-Memristor-Crossbar-Arrays auf Redoxbasis
100 pp. (2025)2025 = Masterarbeit, RWTH Aachen University, 2025 BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Talk (non-conference) (Invited) Grün, S. (Corresponding author)FZJ*
Spike patterns in nature and AI
2024FIAS Neuroscience Seminar, FrankfurtFrankfurt, Germany, 15 Oct 2024 - 16 Oct 20242024-10-152024-10-16 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 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

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a conference proceedings Lohoff, J.FZJ* ; Finkbeiner, J.FZJ* ; Neftci, E.FZJ*
SNNAX-Spiking Neural Networks in JAX
20242024 International Conference on Neuromorphic Systems (ICONS), Arlington, VirginiaArlington, Virginia, USA, 30 Jul 2024 - 2 Aug 20242024-07-302024-08-02 251 - 255 (2024) [10.34734/FZJ-2025-01092]2024   Files  Fulltext BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Preprint Yu, Z.FZJ* ; Yang, M.-J.FZJ* ; Finkbeiner, J.FZJ* ; Siegel, S.FZJ* ; Strachan, J. P.FZJ* ; Neftci, E. (Corresponding author)FZJ*
The Ouroboros of Memristors: Neural Networks Facilitating Memristor Programming
arXiv (2024) [10.48550/arXiv.2403.06712]2024   Files  Fulltext BibTeX | EndNote: XML, Text | RIS

All known publications ...
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