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자료 필터
자료유형
발행연도
2007 ~ 2026
2007 2026
키워드
언어
전체 205건 중 1번부터 10번까지의 결과를 표시합니다.
2026
Article
Hardware-Efficient Activation Approximation based on Error-Sensitivity Analysis for Deep Neural Networks
- Ahn, Juhyuk ;
- Kim, Kwangrae ;
- Kim, Chanhoon ;
- Rho, Soo-Min ;
- Chung, Ki-Seok
- 2026-03
- ACMLC 2025 - Proceedings of 2025 7th Asia Conference on Machine Learning and Computing
- Association for Computing Machinery, Inc
Article
LOP+SAMM: DNN Inference Accelerator with Hardware Loop Offloading and Segment-Wise On-Chip Memory Data Synchronization
- Lee, Won Kyoo ;
- Rho, Soomin ;
- Chung, Ki-Seok
- 2026-02
- Proceedings, International Conference on Electrical, Control and Instrumentation Engineering, ICECIE
Article
SpinOut: Enhanced Rotation-based Quantization for LLM by Outlier Injection
- Park, Sangki ;
- Chung, Ki-Seok
- 2026-02
- IEEE Access
- IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
Article
An Area-Efficient Mixed-Precision Accelerator with Output-Error-Based Quantization for ViT
- Park, Subin ;
- Ahn, Juhyuk ;
- Rho, Soomin ;
- Kim, Kwangrae ;
- Chung, Ki-Seok
- 2026-01
- International SoC Design Conference 2025, ISOCC 2025 - Proceedings of Technical Papers
- Institute of Electrical and Electronics Engineers Inc.
2025
Article
HPN-SpGEMM: Hybrid PIM-NMP for SpGEMM
- Kim, Kwangrae ;
- Chung, Ki-Seok
- 2025-07
- IEEE Computer Architecture Letters
- IEEE COMPUTER SOC
Article
Hope: An Efficient Accelerator With Head-Wise Overlap Processing for Sparse Attention in Vision Transformer
- Heo, Jihyeon ;
- Rho, Soomin ;
- Kim, Kwangrae ;
- Chung, Ki-Seok
- 2025-06
- 2025 IEEE SYMPOSIUM ON LOW-POWER AND HIGH-SPEED CHIPS AND SYSTEMS, COOL CHIPS
- IEEE
Article
FloatMax: An Efficient Accelerator for Transformer-Based Models Exploiting Tensor-Wise Adaptive Floating-Point Quantization
- Chung, Seoho ;
- Kim, Kwangrae ;
- Rho, Soomin ;
- Kim, Chanhoon ;
- Chung, Ki-Seok
- 2025-01
- 2024 IEEE 42ND INTERNATIONAL CONFERENCE ON COMPUTER DESIGN, ICCD
- IEEE COMPUTER SOC
2024
Article
CAMPuS: Concurrent Acceleration of Memory Access and Parallel Processing in Near-Memory SpMV Architecture
- Kim, Kwangrae ;
- Chung, Ki-Seok
- 2024-12
- IEEE Access
- IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
Article
A Low Power Attention and Softmax Accelerator for Large Language Models Inference
- Kim, Jeong-Hyun ;
- Kim, Chan-Hoon ;
- Rho, Soo-Min ;
- Chung, Ki-Seok
- 2024-12
- 2024 IEEE International Conference on Consumer Electronics-Asia, ICCE-Asia 2024
- Institute of Electrical and Electronics Engineers Inc.
2023
Article
iNLC: Iterative Noisy Label Correction
- Koo, Seungyeon ;
- Park, Sangki ;
- Roh, Si-Dong ;
- Chung, Ki-Seok
- 2023-11
- Proceedings - 17th International Conference on Signal-Image Technology and Internet-Based Systems, SITIS 2023
- Institute of Electrical and Electronics Engineers Inc.
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