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Conference
LightNorm: Area and Energy-Efficient Batch Normalization Hardware for On-Device DNN Training
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- Kung, Jaeha
- 2022-10-25
- Noh, Seock-Hwan. (2022-10-25). LightNorm: Area and Energy-Efficient Batch Normalization Hardware for On-Device DNN Training. IEEE International Conference on Computer Design, 443–450. doi: 10.1109/ICCD56317.2022.00072
- IEEE Computer Society
- View : 339
- Download : 0
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- Yoon, Jong-Hyeok ;
- Kung, Jaeha
- 2022-06-14
- Jung, Sangwoo. (2022-06-14). DualPIM: A Dual-Precision and Low-Power CNN Inference Engine Using SRAM- and eDRAM-based Processing-in-Memory Arrays. 4th IEEE International Conference on Artificial Intelligence Circuits and Systems, AICAS 2022, 70–73. doi: 10.1109/AICAS54282.2022.9869905
- Institute of Electrical and Electronics Engineers Inc.
- View : 313
- Download : 0
Conference
Adaptive Input-to-Neuron Interlink Development in Training of Spike-Based Liquid State Machines
- 2021-05-24
- Hwang, Sangwoo. (2021-05-24). Adaptive Input-to-Neuron Interlink Development in Training of Spike-Based Liquid State Machines. IEEE International Symposium on Circuits and Systems (ISCAS 2021), 382–386. doi: 10.1109/ISCAS51556.2021.9401085
- IEEE Circuits and Systems Society
- View : 278
- Download : 0
Conference
ZeBRA: Precisely Destroying Neural Networks with Zero-Data Based Repeated Bit Flip Attack
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- Kown, Kon-Woo ;
- Im, Sunghoon ;
- Kung, Jaeha
- 2021-11-22
- Park, Dahoon. (2021-11-22). ZeBRA: Precisely Destroying Neural Networks with Zero-Data Based Repeated Bit Flip Attack. British Machine Vision Conference, 1–14.
- British Machine Vision Association (BMVA)
- View : 271
- Download : 50
Conference
Noise Tolerance of an Energy-Scalable Deep Learning Model with Two Extreme Bit-Precisions
- 2019-10-07
- Jung, Sangwoo. (2019-10-07). Noise Tolerance of an Energy-Scalable Deep Learning Model with Two Extreme Bit-Precisions. International System-on-Chip Design Conference, ISOCC 2019, 71–72. doi: 10.1109/ISOCC47750.2019.9078497
- Institute of Semiconductor Engineers of Korea (반도체공학회), IEEE Circuits and Systems (CAS) Society
- View : 507
- Download : 0
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- Kung, Jaeha ;
- Kim, Daehoon
- 2020-09
- Jang, Minwoo. (2020-09). Defending Against Flush+Reload Attack With DRAM Cache by Bypassing Shared SRAM Cache. IEEE Access, 8, 179837–179844. doi: 10.1109/ACCESS.2020.3027946
- Institute of Electrical and Electronics Engineers Inc.
- View : 1047
- Download : 711
- Park, Junki ;
- Yi, Wooseok ;
- Ahn, Daehyun ;
- Kung, Jaeha ;
- Kim, Jae-Joon
- 2020-09
- Park, Junki. (2020-09). Balancing Computation Loads and Optimizing Input Vector Loading in LSTM Accelerators. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 39(9), 1889–1901. doi: 10.1109/TCAD.2019.2926482
- Institute of Electrical and Electronics Engineers
- View : 770
- Download : 0
- Jo, Junseo ;
- Kung, Jaeha ;
- Lee, Youngjoo
- 2020-12
- Jo, Junseo. (2020-12). Approximate LSTM Computing for Energy-Efficient Speech Recognition. Electronics, 9(12), 2004–13. doi: 10.3390/electronics9122004
- MDPI AG
- View : 543
- Download : 136
- 2022-07-22
- 강홍기. 신경망 모델에 기반하여 고주파 생체 신호를 복원하는 방법 및 장치.
- View : 364
- Download : 0