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Analog in-memory computing attention mechanism for fast and energy-efficient large language models2025 Nature Computational Science article Engineering Advanced Memory and Neural Computing Open access cited by 1 patent
Nathan Leroux, Paul-Philipp Manea, Chirag Sudarshan, Jan Finkbeiner, Sebastian Siegel, John Paul Strachan, +1 more
24citations -
Analog In-Memory Computing Attention Mechanism for Fast and Energy-Efficient Large Language Models2024 JuSER (Forschungszentrum Jülich) article Engineering Advanced Memory and Neural Computing Open access
Nathan Leroux, Paul-Philipp Manea, Chirag Sudarshan, Jan Finkbeiner, Sebastian Siegel, John Paul Strachan, +1 more
0citations -
EXCELLERATP2 D3.2 First Updated Report on Exa-Enabling Methodologies2026 Zenodo (CERN European Organization for Nuclear Research) article Engineering Computational Fluid Dynamics and Aerodynamics Open access
Ansgar Niemöller, Matthias H. Meinke, Joeffrey Legaux, Mohamed Ibrahim Ghenai, Michael Wagner, Tufan Arslan, +12 more
0citations -
Skipper: Enabling efficient SNN training through activation-checkpointing and time-skipping2022 Proceedings of the ... annual International Symposium on Microarchitecture/Proceedings of the annual International Symposium on Microarchitecture conference-paper Engineering Advanced Memory and Neural Computing
Sonali Singh, Anup Sarma, Sen Kai Lu, Abhronil Sengupta, Mahmut Kandemir, Emre Neftci, +2 more
13citations -
Integration of Physics-Derived Memristor Models with Machine Learning Frameworks2022 2018 52nd Asilomar Conference on Signals, Systems, and Computers conference-paper Engineering Advanced Memory and Neural Computing Open access
Zhenming Yu, Stephan Menzel, John Paul Strachan, Emre Neftci
5citations -
Deep learning characterization of stress-state-dependent anisotropic ductile damage2026 International Journal of Mechanical Sciences article Engineering Metal Forming Simulation Techniques Open access
Zhichao Wei, Yijia Mo, Shuwei Zhou, Steffen Gerke, Sebastian Münstermann, Michael Brünig
7citations
23 results