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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
32citations -
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 -
TransCeption: Enhancing Medical Image Segmentation with an Inception-Like Transformer Design for Efficient Feature Fusion2025 Computational Visual Media article Computer Science Medical Image Segmentation Techniques Open access
Reza Azad, Yiwei Jia, Ehsan Khodapanah Aghdam, Julien Cohen‐Adad, Dorit Merhof
8citations -
Intelligent Tunnel Collapse Prediction Using Multi‐Modal Gaussian Cross‐Attention Fusion (MGCAF): Integration of TBM Parameters and Geological Radar Data2026 Concurrency and Computation Practice and Experience article Engineering Tunneling and Rock Mechanics
Youliang Chen, Wencan Guan, Rafig Azzam, Suran Wang, Yungui Pan, Chao Yan
15citations -
Recurrent and convolutional neural networks in structural dynamics: a modified attention steered encoder–decoder architecture versus LSTM versus GRU versus TCN topologies to predict the response of shock wave-loaded plates31citations
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Accelerated quantification of reinforcement degradation in additively manufactured Ni-WC metal matrix composites via SEM and vision transformers2025 Materials Characterization article Computer Science Advanced Neural Network Applications Open access
Mutahar Safdar, Bashir Kazimi, Karina Ruzaeva, Gentry Wood, Max Zimmermann, Guy Lamouche, +3 more
1citations -
Automation of Ultrasonic Monitoring for Resistance Spot Welding Using Deep Learning2026 Journal of Manufacturing and Materials Processing article Engineering Welding Techniques and Residual Stresses Open access
Ryan Scott, Sheida Sarafan, Lukas Behnen, Andriy M. Chertov, Priti Wanjara, Roman Gr. Maev
2citations