Ermao Cai

Publication Activity (10 Years)

Years Active: 2015-2018
Publications (10 Years): 9

Top Topics

Convolutional Neural Networks

Parameter Optimization

Machine Learning

Multi Core Systems

Top Venues

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.

Publications

Dimitrios Stamoulis, Ermao Cai, Da-Cheng Juan, Diana Marculescu
HyperPower: Power- and memory-constrained hyper-parameter optimization for neural networks. DATE (2018)
Diana Marculescu, Dimitrios Stamoulis, Ermao Cai
Hardware-aware machine learning: modeling and optimization. ICCAD (2018)
Diana Marculescu, Dimitrios Stamoulis, Ermao Cai
Hardware-Aware Machine Learning: Modeling and Optimization. CoRR (2018)
Ermao Cai, Da-Cheng Juan, Dimitrios Stamoulis, Diana Marculescu
NeuralPower: Predict and Deploy Energy-Efficient Convolutional Neural Networks. CoRR (2017)
Ermao Cai, Diana Marculescu
Temperature Effect Inversion-Aware Power-Performance Optimization for FinFET-Based Multicore Systems. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 36 (11) (2017)
Dimitrios Stamoulis, Ermao Cai, Da-Cheng Juan, Diana Marculescu
HyperPower: Power- and Memory-Constrained Hyper-Parameter Optimization for Neural Networks. CoRR (2017)
Ermao Cai, Da-Cheng Juan, Dimitrios Stamoulis, Diana Marculescu
\emphNeuralPower: Predict and Deploy Energy-Efficient Convolutional Neural Networks. ACML (2017)
Ermao Cai, Dimitrios Stamoulis, Diana Marculescu
Exploring aging deceleration in FinFET-based multi-core systems. ICCAD (2016)
Ermao Cai, Da-Cheng Juan, Siddharth Garg, Jinpyo Park, Diana Marculescu
Learning-Based Power/Performance Optimization for Many-Core Systems With Extended-Range Voltage/Frequency Scaling. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 35 (8) (2016)
Ermao Cai, Diana Marculescu
TEI-Turbo: Temperature Effect Inversion-Aware Turbo Boost for FinFET-Based Multi-Core Systems. ICCAD (2015)