TEI-Turbo: Temperature Effect Inversion-Aware Turbo Boost for FinFET-Based Multi-Core Systems. - Ermao Cai; Diana Marculescu (ICCAD, 2015)

Exploring aging deceleration in FinFET-based multi-core systems. - Ermao Cai; Dimitrios Stamoulis; Diana Marculescu (ICCAD, 2016)

Learning-Based Power/Performance Optimization for Many-Core Systems With Extended-Range Voltage/Frequency Scaling. - Ermao Cai; Da-Cheng Juan; Siddharth Garg; Jinpyo Park; Diana Marculescu (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2016)

emphNeuralPower: Predict and Deploy Energy-Efficient Convolutional Neural Networks. - Ermao Cai; Da-Cheng Juan; Dimitrios Stamoulis; Diana Marculescu (ACML, 2017)

NeuralPower: Predict and Deploy Energy-Efficient Convolutional Neural Networks. - Ermao Cai; Da-Cheng Juan; Dimitrios Stamoulis; Diana Marculescu (CoRR, 2017)

Temperature Effect Inversion-Aware Power-Performance Optimization for FinFET-Based Multicore Systems. - Ermao Cai; Diana Marculescu (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2017)

HyperPower: Power- and memory-constrained hyper-parameter optimization for neural networks. - Dimitrios Stamoulis; Ermao Cai; Da-Cheng Juan; Diana Marculescu (DATE, 2018)

Hardware-aware machine learning: modeling and optimization. - Diana Marculescu; Dimitrios Stamoulis; Ermao Cai (ICCAD, 2018)