Ermao Cai
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Neuralpower: Predict and deploy energy-efficient convolutional neural networks
E Cai, DC Juan, D Stamoulis, D Marculescu
arXiv preprint arXiv:1710.05420, 2017
372017
Hyperpower: Power-and memory-constrained hyper-parameter optimization for neural networks
D Stamoulis, E Cai, DC Juan, D Marculescu
2018 Design, Automation & Test in Europe Conference & Exhibition (DATE), 19-24, 2018
272018
Tei-turbo: temperature effect inversion-aware turbo boost for finfet-based multi-core systems
E Cai, D Marculescu
2015 IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 500-507, 2015
192015
Exploring aging deceleration in FinFET-based multi-core systems
E Cai, D Stamoulis, D Marculescu
2016 IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 1-8, 2016
172016
Hardware-aware machine learning: modeling and optimization
D Marculescu, D Stamoulis, E Cai
Proceedings of the International Conference on Computer-Aided Design, 1-8, 2018
162018
Learning-based power/performance optimization for many-core systems with extended-range voltage/frequency scaling
E Cai, DC Juan, S Garg, J Park, D Marculescu
IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2015
142015
Temperature effect inversion-aware power-performance optimization for finfet-based multicore systems
E Cai, D Marculescu
IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2017
82017
Efficient data-driven model learning for dynamical systems
E Cai, I Apostolopoulou, P Ranjan, P Pan, M Wuebbens, D Marculescu
Proceedings of the Intelligent Systems for Molecular Biology Meeting, 2016
12016
Power/Performance Modeling and Optimization: Using and Characterizing Machine Learning Applications
E Cai
Carnegie Mellon University, 2018
2018
Learning-based Power and Runtime Modeling for Convolutional Neural Networks
E Cai, DC Juan, D Stamoulis, D Marculescu
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Artikelen 1–10