Papers matching “machine learning accelerators” 60
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Swarm Learning for decentralized and confidential clinical machine learning2021 Nature article Computer Science Privacy-Preserving Technologies in Data Open access cited by 9 patents
Stefanie Warnat‐Herresthal, Hartmut Schultze, Krishnaprasad Lingadahalli Shastry, Sathyanarayanan Manamohan, Saikat Mukherjee, Vishesh Garg, +91 more
901citations -
Holistic evaluation of a machine learning-based timing calibration for PET detectors under varying data sparsity2024 Physics in Medicine and Biology article Medicine Medical Imaging Techniques and Applications Open access
Stephan Naunheim, Florian Mueller, Vanessa Nadig, Yannick Kuhl, Judith Breuer, Nan Zhang, +5 more
7citations -
Report of RILEM TC 281-CCC: insights into factors affecting the carbonation rate of concrete with SCMs revealed from data mining and machine learning approaches2024 Materials and Structures article Engineering Concrete and Cement Materials Research Open access
Anya Vollpracht, Gregor J. G. Gluth, Bart Rogiers, Ikenna D. Uwanuakwa, Quoc Tri Phung, Yury Villagrán Zaccardi, +10 more
30citations -
Redundancy and Analog Slicing for Precise In-Memory Machine Learning—Part I: Programming Techniques2021 IEEE Transactions on Electron Devices article Engineering Advanced Memory and Neural Computing Open access cited by 2 patents
Giacomo Pedretti, Piergiulio Mannocci, Can Li, Zhong Sun, John Paul Strachan, Daniele Ielmini
26citations -
Tree-based machine learning performed in-memory with memristive analog CAM2021 Nature Communications article Engineering Advanced Memory and Neural Computing Open access cited by 5 patents
Giacomo Pedretti, Catherine E. Graves, Sergey Serebryakov, Ruibin Mao, Xia Sheng, Martin Foltín, +2 more
2citations -
Efficient surrogate models for materials science simulations: Machine learning-based prediction of microstructure properties2024 Machine Learning with Applications article Materials Science Machine Learning in Materials Science Open access
Binh Duong Nguyen, Pavlo Potapenko, Aytekin Demirci, Kishan Govind, Sébastien Bompas, Stefan Sandfeld
22citations -
FPGA-based Deep Learning Inference Accelerators: Where Are We Standing?2023 ACM Transactions on Reconfigurable Technology and Systems article Computer Science Embedded Systems Design Techniques Open access
Anouar Nechi, Lukas Groth, Saleh Mulhem, Farhad Merchant, Rainer Buchty, Mladen Bereković
73citations -
Machine learning-driven discovery of high-performance MEMS disk resonator gyroscope structural topologies2024 Microsystems & Nanoengineering article Engineering Advanced MEMS and NEMS Technologies Open access
Chen Chen, Jinqiu Zhou, Hongyi Wang, Xinyue Song, Jianbing Xie, Thomas Bäck, +1 more
23citations -
Development of a semi-automated data acquisition and processing architecture for machine learning applications in grinding2026 Journal of Intelligent Manufacturing article Engineering Advanced machining processes and optimization Open access
Eike Reuter, Björn Killich, Peter Breuer, Sebastian Prinz, Thomas Bergs
1citations -
Redundancy and Analog Slicing for Precise In-Memory Machine Learning—Part II: Applications and Benchmark2021 IEEE Transactions on Electron Devices article Engineering Advanced Memory and Neural Computing Open access
Giacomo Pedretti, Piergiulio Mannocci, Can Li, Zhong Sun, John Paul Strachan, Daniele Ielmini
11citations -
Quantum Circuit Discovery for Fault-Tolerant Logical State Preparation with Reinforcement Learning2025 Physical Review X article Computer Science Quantum Computing Algorithms and Architecture Open access
Remmy A. M. Zen, Jan Ollé, Luis Colmenárez, Matteo Ballerini Puviani, Florian Marquardt
5citations -
DrugEx v2: de novo design of drug molecules by Pareto-based multi-objective reinforcement learning in polypharmacology2021 Journal of Cheminformatics article Computer Science Computational Drug Discovery Methods Open access
Xuhan Liu, Kai Ye, Herman van Vlijmen, Michael Emmerich, Adriaan P. IJzerman, Gerard J. P. van Westen
118citations -
Self-regulating microfluidic system for lipid nanoparticle production2025 Journal of Controlled Release article Biochemistry, Genetics and Molecular Biology RNA Interference and Gene Delivery Open access
Elena Reus, Johann Savinsky, Simon Wennemaring, Jonas Käsbach, Felix Kerkhoffs, Josef Kehrein, +5 more
8citations