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Lorenzo Servadei
Lorenzo Servadei
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Cited by
Year
A machine learning approach for area prediction of hardware designs from abstract specifications
E Zennaro, L Servadei, K Devarajegowda, W Ecker
2018 21st Euromicro Conference on Digital System Design (DSD), 413-420, 2018
172018
Formal verification methodology in an industrial setup
K Devarajegowda, L Servadei, Z Han, M Werner, W Ecker
2019 22nd Euromicro Conference on Digital System Design (DSD), 610-614, 2019
112019
Embedded systems’ automation following omg’s model driven architecture vision
W Ecker, K Devarajegowda, M Werner, Z Han, L Servadei
2019 Design, Automation & Test in Europe Conference & Exhibition (DATE …, 2019
112019
Accurate cost estimation of memory systems utilizing machine learning and solutions from computer vision for design automation
L Servadei, E Mosca, E Zennaro, K Devarajegowda, M Werner, W Ecker, ...
IEEE Transactions on Computers 69 (6), 856-867, 2020
72020
A survey of graph neural networks for electronic design automation
DS Lopera, L Servadei, GN Kiprit, S Hazra, R Wille, W Ecker
2021 ACM/IEEE 3rd Workshop on Machine Learning for CAD (MLCAD), 1-6, 2021
62021
Using machine learning for predicting area and firmware metrics of hardware designs from abstract specifications
L Servadei, E Zennaro, T Fritz, K Devarajegowda, W Ecker, R Wille
Microprocessors and Microsystems 71, 102853, 2019
62019
Accurate cost estimation of memory systems inspired by machine learning for computer vision
L Servadei, E Zennaro, K Devarajegowda, M Manzinger, W Ecker, R Wille
2019 Design, Automation & Test in Europe Conference & Exhibition (DATE …, 2019
62019
Medical monkeys: a crowdsourcing approach to medical big data
L Servadei, R Schmidt, C Eidelloth, A Maier
OTM Confederated International Conferences" On the Move to Meaningful …, 2017
62017
Cost optimization at early stages of design using deep reinforcement learning
L Servadei, J Zheng, J Arjona-Medina, M Werner, V Esen, S Hochreiter, ...
Proceedings of the 2020 ACM/IEEE Workshop on Machine Learning for CAD, 37-42, 2020
42020
Artificial neural network for supporting medical decision making: a decision model and notation approach to spondylolisthesis and disk hernia
L Servadei, R Schmidt, F Bär
OTM Confederated International Conferences" On the Move to Meaningful …, 2016
42016
Deep Reinforcement Learning for Optimization at Early Design Stages
L Servadei, JH Lee, JAA Medina, M Werner, S Hochreiter, W Ecker, ...
IEEE Design & Test, 2022
22022
Marketing Strategies for the Development of Wind Jet: Investments on Intercontinental Routes
L Servadei
Hochschule für angewandte Wissenschaften Hamburg, 2011
22011
Scene-adaptive radar tracking with deep reinforcement learning
M Stephan, L Servadei, J Arjona-Medina, A Santra, R Wille, G Fischer
Machine Learning with Applications 8, 100284, 2022
12022
Label-aware ranked loss for robust people counting using automotive in-cabin radar
L Servadei, H Sun, J Ott, M Stephan, S Hazra, T Stadelmayer, DS Lopera, ...
ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022
12022
RTL Delay Prediction Using Neural Networks
DS Lopera, L Servadei, VP Kasi, S Prebeck, W Ecker
2021 IEEE Nordic Circuits and Systems Conference (NorCAS), 1-7, 2021
12021
Cost estimation for configurable model-driven SoC designs using machine learning
L Servadei, E Mosca, K Devarajegowda, M Werner, W Ecker, R Wille
Proceedings of the 2020 on Great Lakes Symposium on VLSI, 405-410, 2020
12020
Methods of statistical analysis and machine learning for the evaluation of generated hardware and firmware designs
L Servadei, J Yang
Advances in Integrations of Intelligent Methods, 99-119, 2020
12020
Combining evolutionary algorithms and deep learning for hardware/software interface optimization
L Servadei, E Mosca, M Werner, V Esen, R Wille, W Ecker
2019 ACM/IEEE 1st Workshop on Machine Learning for CAD (MLCAD), 1-6, 2019
12019
Quality Assessment of Generated Hardware Designs Using Statistical Analysis and Machine Learning.
L Servadei, E Zennaro, K Devarajegowda, W Ecker, R Wille
CIMA@ ICTAI, 14-27, 2018
12018
Cross-modal Learning of Graph Representations using Radar Point Cloud for Long-Range Gesture Recognition
S Hazra, H Feng, GN Kiprit, M Stephan, L Servadei, R Wille, R Weigel, ...
arXiv preprint arXiv:2203.17066, 2022
2022
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