A reconfigurable fabric for accelerating large-scale datacenter services A Putnam, AM Caulfield, ES Chung, D Chiou, K Constantinides, J Demme, ... ACM SIGARCH Computer Architecture News 42 (3), 13-24, 2014 | 1574 | 2014 |
A cloud-scale acceleration architecture AM Caulfield, ES Chung, A Putnam, H Angepat, J Fowers, M Haselman, ... 2016 49th Annual IEEE/ACM international symposium on microarchitecture …, 2016 | 896 | 2016 |
Accelerating deep convolutional neural networks using specialized hardware K Ovtcharov, O Ruwase, JY Kim, J Fowers, K Strauss, ES Chung Microsoft Research Whitepaper 2, 2015 | 532 | 2015 |
A reconfigurable fabric for accelerating large-scale datacenter services A Putnam, AM Caulfield, ES Chung, D Chiou, K Constantinides, J Demme, ... IEEE Micro 35 (3), 10-22, 2015 | 178 | 2015 |
A 201.4 GOPS 496 mW real-time multi-object recognition processor with bio-inspired neural perception engine JY Kim, M Kim, S Lee, J Oh, K Kim, HJ Yoo IEEE Journal of Solid-State Circuits 45 (1), 32-45, 2009 | 157 | 2009 |
A scalable high-bandwidth architecture for lossless compression on fpgas J Fowers, JY Kim, D Burger, S Hauck 2015 IEEE 23rd Annual International Symposium on Field-Programmable Custom …, 2015 | 130 | 2015 |
Convolutional neural networks on hardware accelerators E Chung, K Strauss, K Ovtcharov, JY Kim, O Ruwase US Patent App. 14/754,367, 2016 | 114 | 2016 |
A 125 GOPS 583 mW network-on-chip based parallel processor with bio-inspired visual attention engine K Kim, S Lee, JY Kim, M Kim, HJ Yoo IEEE Journal of Solid-State Circuits 44 (1), 136-147, 2008 | 92 | 2008 |
Toward accelerating deep learning at scale using specialized hardware in the datacenter K Ovtcharov, O Ruwase, JY Kim, J Fowers, K Strauss, ES Chung 2015 IEEE Hot Chips 27 Symposium (HCS), 1-38, 2015 | 91 | 2015 |
Bitwise competition logic for compact digital comparator JY Kim, HJ Yoo 2007 IEEE Asian Solid-State Circuits Conference, 59-62, 2007 | 77 | 2007 |
Familiarity based unified visual attention model for fast and robust object recognition S Lee, K Kim, JY Kim, M Kim, HJ Yoo Pattern Recognition 43 (3), 1116-1128, 2010 | 62 | 2010 |
Dfx: A low-latency multi-fpga appliance for accelerating transformer-based text generation S Hong, S Moon, J Kim, S Lee, M Kim, D Lee, JY Kim 2022 55th IEEE/ACM International Symposium on Microarchitecture (MICRO), 616-630, 2022 | 57 | 2022 |
A reconfigurable fabric for accelerating large-scale datacenter services A Putnam, AM Caulfield, ES Chung, D Chiou, K Constantinides, J Demme, ... Communications of the ACM 59 (11), 114-122, 2016 | 56 | 2016 |
Configurable clouds AM Caulfield, ES Chung, A Putnam, H Angepat, D Firestone, J Fowers, ... IEEE Micro 37 (3), 52-61, 2017 | 53 | 2017 |
An 81.6 GOPS object recognition processor based on NoC and visual image processing memory D Kim, K Kim, JY Kim, S Lee, HJ Yoo 2007 IEEE Custom Integrated Circuits Conference, 443-446, 2007 | 49 | 2007 |
An overview of processing-in-memory circuits for artificial intelligence and machine learning D Kim, C Yu, S Xie, Y Chen, JY Kim, B Kim, JP Kulkarni, TTH Kim IEEE Journal on Emerging and Selected Topics in Circuits and Systems 12 (2 …, 2022 | 47 | 2022 |
Solutions for real chip implementation issues of NoC and their application to memory-centric NoC D Kim, K Kim, JY Kim, SJ Lee, HJ Yoo First International Symposium on Networks-on-Chip (NOCS'07), 30-39, 2007 | 46 | 2007 |
Z-PIM: A sparsity-aware processing-in-memory architecture with fully variable weight bit-precision for energy-efficient deep neural networks JH Kim, J Lee, J Lee, J Heo, JY Kim IEEE Journal of Solid-State Circuits 56 (4), 1093-1104, 2021 | 45 | 2021 |
24-GOPS 4.5-Digital Cellular Neural Network for Rapid Visual Attention in an Object-Recognition SoC S Lee, M Kim, K Kim, JY Kim, HJ Yoo IEEE transactions on neural networks 22 (1), 64-73, 2010 | 34 | 2010 |
A 118.4 gb/s multi-casting network-on-chip with hierarchical star-ring combined topology for real-time object recognition JY Kim, J Park, S Lee, M Kim, J Oh, HJ Yoo IEEE Journal of Solid-State Circuits 45 (7), 1399-1409, 2010 | 31 | 2010 |