Papers matching “deep learning accelerators” 43
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CIMFlow: Modelling Dataflow in Cross-Layer Compute-in-Memory Deep Learning Accelerators2025 ACM Transactions on Embedded Computing Systems article Engineering Advanced Memory and Neural Computing Open access
José Cubero-Cascante, Lenka Schneider, Rebecca Pelke, Arunkumar M. Vaidyanathan, Rainer Leupers, Jan Moritz Joseph
0citations -
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 -
Reduction of ADC bias in diffusion MRI with deep learning-based acceleration: A phantom validation study at 3.0 T2024 Magnetic Resonance Imaging article Medicine Advanced MRI Techniques and Applications Open access
Teresa Lemainque, Masami Yoneyama, Chiara Morsch, Elene Iordanishvili, Alexandra Barabasch, Maximilian Franz Schulze-Hagen, +3 more
12citations -
Federated deep reinforcement learning based trajectory design for UAV-assisted networks with mobile ground devices2024 Scientific Reports article Engineering UAV Applications and Optimization Open access cited by 1 patent
Yunfei Gao, Mingliu Liu, Xiaopeng Yuan, Yulin Hu, Peng Sun, Anke Schmeink
23citations -
Reducing spatial discretization error on coarse CFD simulations using an openFOAM-embedded deep learning framework2024 Engineering With Computers article Physics and Astronomy Model Reduction and Neural Networks Open access
Jesus Gonzalez-Sieiro, David Pardo, Vincenzo Nava, Victor M. Calo, Markus Towara
5citations -
Deep Transfer Learning Approach for Automatic Recognition of Drug Toxicity and Inhibition of SARS-CoV-22021 Viruses article Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access cited by 1 patent
Raphael M. Kronberg, Paweł Stachura, Philipp Niklas Ostermann, Lisa Müller, Heiner Schaal, Sanil Bhatia, +5 more
18citations -
microbeSEG: A deep learning software tool with OMERO data management for efficient and accurate cell segmentation2022 PLoS ONE article Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access
Tim Scherr, Johannes Seiffarth, Bastian Wollenhaupt, Oliver Neumann, Marcel P. Schilling, Dietrich Kohlheyer, +3 more
11citations -
Automated Segmentation of Mitochondria in Virus-Infected Cells Using Deep Learning Models2023 Microscopy and Microanalysis article Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access
Matthijs Schrage, Mario-Alin Rus, Marre Niessen, Thomas Burgoyne, Andreia Pinto
1citations -
Learning-based autonomous navigation, benchmark environments and simulation framework for endovascular interventions2025 Computers in Biology and Medicine article Medicine Surgical Simulation and Training Open access
Lennart Karstensen, Johannes Hatzl, Benjamin M. Jackson, Jens Langejürgen, Katharina Breininger, Christian Uhl, +4 more
8citations -
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 -
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 -
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 -
Community-driven advances in computational mass spectrometry: The perspective of EuBIC-MS members2026 Journal of Proteomics article Chemistry Advanced Proteomics Techniques and Applications Open access
Dirk Winkelhardt, Julia P. Schessner, Sven Berres, Alireza Nameni, Armin Soleymaniniya, Ayla Schröder, +17 more
0citations -
Battery Thermal- and Health-Constrained Energy Management for Hybrid Electric Bus Based on Soft Actor-Critic DRL Algorithm2020 IEEE Transactions on Industrial Informatics article Engineering Electric and Hybrid Vehicle Technologies cited by 1 patent
Jingda Wu, Zhongbao Wei, Weihan Li, Yu Wang, Yunwei Li, Dirk Uwe Sauer
336citations