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EPU: An Energy-Efficient Explainable AI Accelerator With Sparsity-Free Computation and Heat Map Compression/Pruning

IEEE Journal of Solid-State Circuits
2024 | Journal article
DOI: 10.1109/JSSC.2023.3346913
Contributors: Junsoo Kim; Seunghee Han; Geonwoo Ko; Ji-Hoon Kim; Changha Lee; Taewoo Kim; Chan-Hyun Youn; Joo-Young Kim
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A Latency Processing Unit: A Latency-Optimized and Highly Scalable Processor for Large Language Model Inference

IEEE Micro
2024-11 | Journal article
DOI: 10.1109/MM.2024.3420728
Contributors: Seungjae Moon; Jung-Hoon Kim; Junsoo Kim; Seongmin Hong; Junseo Cha; Minsu Kim; Sukbin Lim; Gyubin Choi; Dongjin Seo; Jongho Kim et al.
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T-PIM: An Energy-Efficient Processing-in-Memory Accelerator for End-to-End On-Device Training

IEEE Journal of Solid-State Circuits
2023-03 | Journal article
DOI: 10.1109/JSSC.2022.3220195
Contributors: Jaehoon Heo; Junsoo Kim; Sukbin Lim; Wontak Han; Joo-Young Kim
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Federated Onboard-Ground Station Computing With Weakly Supervised Cascading Pyramid Attention Network for Satellite Image Analysis

IEEE Access
2022 | Journal article
DOI: 10.1109/ACCESS.2022.3219879
Contributors: Taewoo Kim; Minsu Jeon; Changha Lee; Junsoo Kim; Geonwoo Ko; Joo-Young Kim; Chan-Hyun Youn
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OpenMDS: An Open-Source Shell Generation Framework for High-Performance Design on Xilinx Multi-Die FPGAs

IEEE Computer Architecture Letters
2022-07-01 | Journal article
DOI: 10.1109/LCA.2022.3202016
Contributors: Gyeongcheol Shin; Junsoo Kim; Joo-Young Kim
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Design of Processing-in-Memory With Triple Computational Path and Sparsity Handling for Energy-Efficient DNN Training

IEEE Journal on Emerging and Selected Topics in Circuits and Systems
2022-06 | Journal article
DOI: 10.1109/JETCAS.2022.3168852
Contributors: Wontak Han; Jaehoon Heo; Junsoo Kim; Sukbin Lim; Joo-Young Kim
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