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Issue Date Title Author(s) Journal View
2022-09
Implication of Optimizing NPU Dataflows on Neural Architecture Search for Mobile Devices

Lee, Jooyeon ;  Park, Junsang ;  Lee, Seunghyun ;  Kung, Jaeha

ACM Transactions on Design Automation of Electronic Systems, v.27, no.5, 2022-09

 185
2022-07
AutoRelax: HW-SW Co-Optimization for Efficient SpGEMM Operations with Automated Relaxation in Deep Learning

Park, Sehun ;  Kim, Jae-joon ;  Kung, Jaeha

IEEE Transactions on Emerging Topics in Computing, v.10, no.3, pp.1428 - 1442, 2022-07

 304
2022-06-14
DualPIM: A Dual-Precision and Low-Power CNN Inference Engine Using SRAM- and eDRAM-based Processing-in-Memory Arrays

Jung, Sangwoo ;  Lee, Jaehyun ;  Noh, Huiseong ;  Yoon, Jong-Hyeok ;  Kung, Jaeha

4th IEEE International Conference on Artificial Intelligence Circuits and Systems, AICAS 2022, pp.70 - 73, 2022-06-14

 54
2022-07
SEMS: Scalable Embedding Memory System for Accelerating Embedding-Based DNNs

Kim, Sejin ;  Kim, Jungwoo ;  Jang, Yongjoo ;  Kung, Jaeha ;  Lee, Sungjin

IEEE Computer Architecture Letters, v.21, no.2, pp.157 - 160, 2022-07

 134
2022-10-25
LightNorm: Area and Energy-Efficient Batch Normalization Hardware for On-Device DNN Training

Noh, Seock-Hwan ;  Park, Junsang ;  Park, Dahoon ;  Koo, Jahyun ;  Choi, Jeik ;  Kung, Jaeha

IEEE International Conference on Computer Design, pp.443 - 450, 2022-10-25

 81
2022-03
A 46-nF/10-M omega Range 114-aF/0.37-omega Resolution Parasitic- and Temperature-Insensitive Reconfigurable RC-to-Digital Converter in 0.18-mu m CMOS

George, Arup Kocheethra ;  Shim, Wooyoon ;  Kung, Jaeha ;  Kim, Ji-Hoon ;  Je, Minkyu ;  Lee, Junghyup

IEEE Transactions on Circuits and Systems I: Regular Papers, v.69, no.3, pp.1171 - 1184, 2022-03

 346
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