On-chip communication network for efficient training of deep convolutional networks on heterogeneous manycore systems W Choi, K Duraisamy, RG Kim, JR Doppa, PP Pande, D Marculescu, ... IEEE Transactions on Computers 67 (5), 672-686, 2017 | 95 | 2017 |
Imitation learning for dynamic VFI control in large-scale manycore systems RG Kim, W Choi, Z Chen, JR Doppa, PP Pande, D Marculescu, ... IEEE Transactions on Very Large Scale Integration (VLSI) Systems 25 (9 …, 2017 | 79 | 2017 |
Wireless NoC and dynamic VFI codesign: Energy efficiency without performance penalty RG Kim, W Choi, Z Chen, PP Pande, D Marculescu, R Marculescu IEEE Transactions on Very Large Scale Integration (VLSI) Systems 24 (7 …, 2016 | 56 | 2016 |
Hybrid network-on-chip architectures for accelerating deep learning kernels on heterogeneous manycore platforms W Choi, K Duraisamy, RG Kim, JR Doppa, PP Pande, R Marculescu, ... Proceedings of the international conference on compilers, architectures and …, 2016 | 51 | 2016 |
Wireless NoC for VFI-enabled multicore chip design: Performance evaluation and design trade-offs RG Kim, W Choi, G Liu, E Mohandesi, PP Pande, D Marculescu, ... IEEE Transactions on Computers 65 (4), 1323-1336, 2015 | 47 | 2015 |
Trading-off accuracy and energy of deep inference on embedded systems: A co-design approach NK Jayakodi, A Chatterjee, W Choi, JR Doppa, PP Pande IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2018 | 44 | 2018 |
3D NoC-enabled heterogeneous manycore architectures for accelerating CNN training: Performance and thermal trade-offs BK Joardar, W Choi, RG Kim, JR Doppa, PP Pande, D Marculescu, ... Proceedings of the Eleventh IEEE/ACM International Symposium on Networks-on …, 2017 | 20 | 2017 |
Energy efficient MapReduce with VFI-enabled multicore platforms K Duraisamy, RG Kim, W Choi, G Liu, PP Pande, R Marculescu, ... Proceedings of the 52nd Annual Design Automation Conference, 1-6, 2015 | 19 | 2015 |
The (low) power of less wiring: Enabling energy efficiency in many-core platforms through wireless noc PP Pande, RG Kim, W Choi, Z Chen, D Marculescu, R Marculescu 2015 IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 165-169, 2015 | 10 | 2015 |
VFI-based power management to enhance the lifetime of high-performance 3D NoCs S Das, D Lee, W Choi, JR Doppa, PP Pande, K Chakrabarty ACM Transactions on Design Automation of Electronic Systems (TODAES) 23 (1 …, 2017 | 4 | 2017 |
Improving EDP in wireless NoC-enabled multicore chips via DVFS pruning W Choi, S Hajiamin, RG Kim, A Rahimi, N Hezarjaribi, PP Pande, ... 2015 IEEE 58th International Midwest Symposium on Circuits and Systems …, 2015 | 1 | 2015 |
Core selection based on usage policy and core constraints K Rao, LDPR Piga, I Paul, M Subramony, K Mitchell, DG Lewis, ... US Patent US11886224B2, 2024 | | 2024 |
Operating voltage adjustment for aging circuits S Sambamurthy, S SUNDARAM, I Paul, LD Hewitt, A Harwani, AJ Grenat, ... US Patent US11829222B2, 2023 | | 2023 |
Low power state selection based on idle duration history K Rao, I Paul, D YI, O Khodorkovsky, L de Paula Rosa Piga, W Choi, ... US Patent US11543877B2, 2023 | | 2023 |
Platform power manager for rack level power and thermal constraints I Paul, S Sambamurthy, LD Hewitt, KM Lepak, SD Naffziger, ANC Clark, ... US Patent US11073888B2, 2021 | | 2021 |
Machine Learning-inspired High-performance and Energy-efficient Heterogeneous Manycore Chip Design W Choi Washington State University, 2018 | | 2018 |