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Yeseong Kim
Yeseong Kim
Assistant Professor, DGIST
Verified email at dgist.ac.kr - Homepage
Title
Cited by
Cited by
Year
Floatpim: In-memory acceleration of deep neural network training with high precision
M Imani, S Gupta, Y Kim, T Rosing
2019 ACM/IEEE 46th Annual International Symposium on Computer Architecture …, 2019
1392019
Mpim: Multi-purpose in-memory processing using configurable resistive memory
M Imani, Y Kim, T Rosing
2017 22nd Asia and South Pacific Design Automation Conference (ASP-DAC), 757-763, 2017
742017
Acam: Approximate computing based on adaptive associative memory with online learning
M Imani, Y Kim, A Rahimi, T Rosing
Proceedings of the 2016 International Symposium on Low Power Electronics and …, 2016
612016
A framework for collaborative learning in secure high-dimensional space
M Imani, Y Kim, S Riazi, J Messerly, P Liu, F Koushanfar, T Rosing
2019 IEEE 12th International Conference on Cloud Computing (CLOUD), 435-446, 2019
592019
Efficient neural network acceleration on gpgpu using content addressable memory
M Imani, D Peroni, Y Kim, A Rahimi, T Rosing
Design, Automation & Test in Europe Conference & Exhibition (DATE), 2017 …, 2017
532017
Rapidnn: In-memory deep neural network acceleration framework
M Imani, M Samragh, Y Kim, S Gupta, F Koushanfar, T Rosing
arXiv preprint arXiv:1806.05794, 2018
502018
Efficient human activity recognition using hyperdimensional computing
Y Kim, M Imani, TS Rosing
Proceedings of the 8th International Conference on the Internet of Things, 1-6, 2018
492018
Geniehd: Efficient dna pattern matching accelerator using hyperdimensional computing
Y Kim, M Imani, N Moshiri, T Rosing
2020 Design, Automation & Test in Europe Conference & Exhibition (DATE), 115-120, 2020
482020
Orchard: Visual object recognition accelerator based on approximate in-memory processing
Y Kim, M Imani, T Rosing
2017 IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 25-32, 2017
482017
Dual: Acceleration of clustering algorithms using digital-based processing in-memory
M Imani, S Pampana, S Gupta, M Zhou, Y Kim, T Rosing
2020 53rd Annual IEEE/ACM International Symposium on Microarchitecture …, 2020
412020
Revisiting hyperdimensional learning for fpga and low-power architectures
M Imani, Z Zou, S Bosch, SA Rao, S Salamat, V Kumar, Y Kim, T Rosing
2021 IEEE International Symposium on High-Performance Computer Architecture …, 2021
382021
Cross-platform machine learning characterization for task allocation in IoT ecosystems
W Cui, Y Kim, TS Rosing
2017 IEEE 7th Annual Computing and Communication Workshop and Conference …, 2017
302017
CAUSE: Critical application usage-aware memory system using non-volatile memory for mobile devices
Y Kim, M Imani, S Patil, TS Rosing
2015 IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 690-696, 2015
302015
Gram: graph processing in a reram-based computational memory
M Zhou, M Imani, S Gupta, Y Kim, T Rosing
IEEE Asia and South Pacific Design Automation Conference, 2019
282019
Personalized optimization for android smartphones
W Song, Y Kim, H Kim, J Lim, J Kim
ACM Transactions on Embedded Computing Systems (TECS) 13 (2s), 1-25, 2014
282014
Deep learning acceleration with neuron-to-memory transformation
M Imani, MS Razlighi, Y Kim, S Gupta, F Koushanfar, T Rosing
2020 IEEE international symposium on high performance computer architecture …, 2020
252020
Hdcluster: An accurate clustering using brain-inspired high-dimensional computing
M Imani, Y Kim, T Worley, S Gupta, T Rosing
2019 Design, Automation & Test in Europe Conference & Exhibition (DATE …, 2019
252019
Hierarchical and distributed machine learning inference beyond the edge
A Thomas, Y Guo, Y Kim, B Aksanli, A Kumar, TS Rosing
2019 IEEE 16th International Conference on Networking, Sensing and Control …, 2019
242019
A low-power hybrid magnetic cache architecture exploiting narrow-width values
M Imani, A Rahimi, Y Kim, T Rosing
2016 5th Non-Volatile Memory Systems and Applications Symposium (NVMSA), 1-6, 2016
242016
P4: Phase-based power/performance prediction of heterogeneous systems via neural networks
Y Kim, P Mercati, A More, E Shriver, T Rosing
2017 IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 683-690, 2017
232017
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Articles 1–20