| Can FPGAs beat GPUs in accelerating next-generation deep neural networks? E Nurvitadhi, G Venkatesh, J Sim, D Marr, R Huang, J Ong Gee Hock, ... Proceedings of the 2017 ACM/SIGDA international symposium on field …, 2017 | 600 | 2017 |
| Accelerating binarized neural networks: Comparison of FPGA, CPU, GPU, and ASIC E Nurvitadhi, D Sheffield, J Sim, A Mishra, G Venkatesh, D Marr 2016 International Conference on Field-Programmable Technology (FPT), 77-84, 2016 | 417 | 2016 |
| Graphpim: Enabling instruction-level pim offloading in graph computing frameworks L Nai, R Hadidi, J Sim, H Kim, P Kumar, H Kim 2017 IEEE International symposium on high performance computer architecture …, 2017 | 341 | 2017 |
| A performance analysis framework for identifying potential benefits in GPGPU applications J Sim, A Dasgupta, H Kim, R Vuduc Proceedings of the 17th ACM SIGPLAN Annual Symposium on Principles and …, 2012 | 270 | 2012 |
| Accelerating recurrent neural networks in analytics servers: Comparison of FPGA, CPU, GPU, and ASIC E Nurvitadhi, J Sim, D Sheffield, A Mishra, S Krishnan, D Marr 2016 26th International Conference on Field Programmable Logic and …, 2016 | 246 | 2016 |
| Transparent hardware management of stacked dram as part of memory J Sim, AR Alameldeen, Z Chishti, C Wilkerson, H Kim 2014 47th Annual IEEE/ACM International Symposium on Microarchitecture, 13-24, 2014 | 153 | 2014 |
| A mostly-clean DRAM cache for effective hit speculation and self-balancing dispatch J Sim, GH Loh, H Kim, M OConnor, M Thottethodi 2012 45th Annual IEEE/ACM International Symposium on Microarchitecture, 247-257, 2012 | 129 | 2012 |
| Dynamically configuring regions of a main memory in a write-back mode or a write-through mode J Sim, MS Thottethodi, GH Loh US Patent 9,552,294, 2017 | 109 | 2017 |
| A customizable matrix multiplication framework for the intel harpv2 xeon+ fpga platform: A deep learning case study DJM Moss, S Krishnan, E Nurvitadhi, P Ratuszniak, C Johnson, J Sim, ... Proceedings of the 2018 ACM/SIGDA International Symposium on Field …, 2018 | 104 | 2018 |
| High performance binary neural networks on the Xeon+ FPGA™ platform DJM Moss, E Nurvitadhi, J Sim, A Mishra, D Marr, S Subhaschandra, ... 2017 27Th International conference on field programmable logic and …, 2017 | 97 | 2017 |
| Macsim: A cpu-gpu heterogeneous simulation framework user guide H Kim, J Lee, NB Lakshminarayana, J Sim, J Lim, T Pho Georgia Institute of Technology, 1-57, 2012 | 95 | 2012 |
| BSSync: Processing near memory for machine learning workloads with bounded staleness consistency models JH Lee, J Sim, H Kim 2015 International Conference on Parallel Architecture and Compilation (PACT …, 2015 | 83 | 2015 |
| Batch-aware unified memory management in GPUs for irregular workloads H Kim, J Sim, P Gera, R Hadidi, H Kim Proceedings of the Twenty-Fifth International Conference on Architectural …, 2020 | 74 | 2020 |
| Resilient die-stacked DRAM caches J Sim, GH Loh, V Sridharan, M O'Connor ACM SIGARCH Computer Architecture News 41 (3), 416-427, 2013 | 70 | 2013 |
| Why compete when you can work together: FPGA-ASIC integration for persistent RNNs E Nurvitadhi, D Kwon, A Jafari, A Boutros, J Sim, P Tomson, H Sumbul, ... 2019 IEEE 27th Annual International Symposium on Field-Programmable Custom …, 2019 | 68 | 2019 |
| FLEXclusion: Balancing cache capacity and on-chip bandwidth via flexible exclusion J Sim, J Lee, MK Qureshi, H Kim ACM SIGARCH Computer Architecture News 40 (3), 321-332, 2012 | 56 | 2012 |
| Partitioning caches for sub-entities in computing devices GH Loh, J Sim US Patent 9,098,417, 2015 | 37 | 2015 |
| Method and apparatus for implementing a heterogeneous memory subsystem CB Wilkerson, AR Alameldeen, ZA Chishti, J Sim US Patent 9,472,248, 2016 | 29 | 2016 |
| CoolPIM: Thermal-aware source throttling for efficient PIM instruction offloading L Nai, R Hadidi, H Xiao, H Kim, J Sim, H Kim 2018 IEEE International Parallel and Distributed Processing Symposium (IPDPS …, 2018 | 24 | 2018 |
| Specializing FGPU for persistent deep learning R Ma, JC Hsu, T Tan, E Nurvitadhi, D Sheffield, R Pelt, M Langhammer, ... ACM Transactions on Reconfigurable Technology and Systems (TRETS) 14 (2), 1-23, 2021 | 22 | 2021 |
Hyesoon KimGeorgia TechVerified email at cc.gatech.edu
