Wonje Choi

Washington State University — United States

Computer Science · Physical Sciences

7h-index246citations11works0.02yr avg
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Research Topics

Interconnection Networks and Systems(8), Parallel Computing and Optimization Techniques(5), Advanced Memory and Neural Computing(4), Supercapacitor Materials and Fabrication(2), Ferroelectric and Negative Capacitance Devices(2)

Publications11 total

Trading-Off Accuracy and Energy of Deep Inference on Embedded Systems: A Co-Design Approach
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems·2018· 36 citedOpen Access
MACHINE LEARNING-INSPIRED HIGH-PERFORMANCE AND ENERGY-EFFICIENT HETEROGENEOUS MANYCORE CHIP DESIGN
Research Exchange (Washington State University)·2018Open Access
3D NoC-Enabled Heterogeneous Manycore Architectures for Accelerating CNN Training
2017· 17 cited
VFI-Based Power Management to Enhance the Lifetime of High-Performance 3D NoCs
ACM Transactions on Design Automation of Electronic Systems·2017· 3 cited
Imitation Learning for Dynamic VFI Control in Large-Scale Manycore Systems
IEEE Transactions on Very Large Scale Integration (VLSI) Systems·2017· 57 cited
Hybrid network-on-chip architectures for accelerating deep learning kernels on heterogeneous manycore platforms
2016· 39 citedOpen Access
Wireless NoC and Dynamic VFI Codesign: Energy Efficiency Without Performance Penalty
IEEE Transactions on Very Large Scale Integration (VLSI) Systems·2016· 40 cited
The (low) power of less wiring: Enabling energy efficiency in many-core platforms through wireless NoC
2015 IEEE/ACM International Conference on Computer-Aided Design (ICCAD)·2015· 3 cited
Improving EDP in wireless NoC-enabled multicore chips via DVFS pruning
2015
Wireless NoC for VFI-Enabled Multicore Chip Design: Performance Evaluation and Design Trade-Offs
IEEE Transactions on Computers·2015· 38 cited
Energy efficient MapReduce with VFI-enabled multicore platforms
2015· 13 cited

Frequent Co-authors

Partha Pratim Pande(10), Ryan Kim(8), Diana Marculescu(7), Radu Mărculescu(7), Janardhan Rao Doppa(5), Karthi Duraisamy(2), Guangshuo Liu(2), Zhuo Chen(1), Zhuo Chen(1), Ehsan Mohandesi(1), Nitthilan Kannappan Jayakodi(1), Anwesha Chatterjee(1), Biresh Kumar Joardar(1), Sourav Das(1), Dongjin Lee(1), Krishnendu Chakrabarty(1), Zhuo Chen(1), Shervin Hajiamin(1), Armin Rahimi(1), Nillofar Hezarjaribi(1)