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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
Proceedings of the 46th International Symposium on Computer Architecture …, 2019
2362019
Enhanced Catalytic Activity through the Tuning of Micropore Environment and Supercritical CO2 Processing: Al(Porphyrin)-Based Porous Organic Polymers for the …
RK Totten, YS Kim, MH Weston, OK Farha, JT Hupp, SBT Nguyen
Journal of the American Chemical Society 135 (32), 11720-11723, 2013
1602013
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
992019
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
872017
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
842020
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
802018
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
762021
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
732020
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
712016
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
652017
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
622018
Scalable edge-based hyperdimensional learning system with brain-like neural adaptation
Z Zou, Y Kim, F Imani, H Alimohamadi, R Cammarota, M Imani
Proceedings of the International Conference for High Performance Computing …, 2021
602021
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
512017
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
452019
Biohd: an efficient genome sequence search platform using hyperdimensional memorization
Z Zou, H Chen, P Poduval, Y Kim, M Imani, E Sadredini, R Cammarota, ...
Proceedings of the 49th Annual International Symposium on Computer …, 2022
392022
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
362019
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
352020
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
352019
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
332015
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
322017
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