Wonje Choi

14 papers A* 1A 1Misc 1Journal 8Unranked 2
YearRankTypeTitle / Venue / Authors
2019 J jnl
Trading-off Accuracy and Energy of Deep Inference on Embedded Systems: A Co-Design Approach.
CoRR
Nitthilan Kannappan Jayakodi, Anwesha Chatterjee, Wonje Choi, Janardhan Rao Doppa, Partha Pratim Pande
2018 — —
Machine Learning-Inspired High-Performance and Energy-Efficient Heterogeneous Manycore Chip Design.
Wonje Choi
2018 J jnl
On-Chip Communication Network for Efficient Training of Deep Convolutional Networks on Heterogeneous Manycore Systems.
IEEE Trans. Computers
Wonje Choi, Karthi Duraisamy, Ryan Gary Kim, Janardhan Rao Doppa, Partha Pratim Pande, Diana Marculescu, Radu Marculescu
2018 J jnl
Trading-Off Accuracy and Energy of Deep Inference on Embedded Systems: A Co-Design Approach.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Nitthilan Kannappan Jayakodi, Anwesha Chatterjee, Wonje Choi, Janardhan Rao Doppa, Partha Pratim Pande
2017 — conf
3D NoC-Enabled Heterogeneous Manycore Architectures for Accelerating CNN Training: Performance and Thermal Trade-offs.
NOCS
Biresh Kumar Joardar, Wonje Choi, Ryan Gary Kim, Janardhan Rao Doppa, Partha Pratim Pande, Diana Marculescu, Radu Marculescu
2017 J jnl
Imitation Learning for Dynamic VFI Control in Large-Scale Manycore Systems.
IEEE Trans. Very Large Scale Integr. Syst.
Ryan Gary Kim, Wonje Choi, Zhuo Chen, Janardhan Rao Doppa, Partha Pratim Pande, Diana Marculescu, Radu Marculescu
2017 J jnl
On-Chip Communication Network for Efficient Training of Deep Convolutional Networks on Heterogeneous Manycore Systems.
CoRR
Wonje Choi, Karthi Duraisamy, Ryan Gary Kim, Janardhan Rao Doppa, Partha Pratim Pande, Diana Marculescu, Radu Marculescu
2017 J jnl
VFI-Based Power Management to Enhance the Lifetime of High-Performance 3D NoCs.
ACM Trans. Design Autom. Electr. Syst.
Sourav Das, Dongjin Lee, Wonje Choi, Janardhan Rao Doppa, Partha Pratim Pande, Krishnendu Chakrabarty
2016 Misc conf
Hybrid network-on-chip architectures for accelerating deep learning kernels on heterogeneous manycore platforms.
CASES
Wonje Choi, Karthi Duraisamy, Ryan Gary Kim, Janardhan Rao Doppa, Partha Pratim Pande, Radu Marculescu, Diana Marculescu
2016 J jnl
Wireless NoC and Dynamic VFI Codesign: Energy Efficiency Without Performance Penalty.
IEEE Trans. Very Large Scale Integr. Syst.
Ryan Gary Kim, Wonje Choi, Zhuo Chen, Partha Pratim Pande, Diana Marculescu, Radu Marculescu
2016 J jnl
Wireless NoC for VFI-Enabled Multicore Chip Design: Performance Evaluation and Design Trade-Offs.
IEEE Trans. Computers
Ryan Gary Kim, Wonje Choi, Guangshuo Liu, Ehsan Mohandesi, Partha Pratim Pande, Diana Marculescu, Radu Marculescu
2015 A* conf
Energy efficient MapReduce with VFI-enabled multicore platforms.
DAC
Karthi Duraisamy, Ryan Gary Kim, Wonje Choi, Guangshuo Liu, Partha Pratim Pande, Radu Marculescu, Diana Marculescu
2015 — conf
Improving EDP in wireless NoC-enabled multicore chips via DVFS pruning.
MWSCAS
Wonje Choi, Shervin Hajiamini, Ryan Gary Kim, Armin Rahimi, Niloofar Hezarjaribi, Partha Pratim Pande, Behrooz A. Shirazi
2015 A conf
The (Low) Power of Less Wiring: Enabling Energy Efficiency in Many-Core Platforms Through Wireless NoC.
ICCAD
Partha Pratim Pande, Ryan Gary Kim, Wonje Choi, Zhuo Chen, Diana Marculescu, Radu Marculescu