EPU: An Energy-Efficient Explainable AI Accelerator With Sparsity-Free Computation and Heat Map Compression/Pruning
Kim, Junsoo, Han, Seunghee, Ko, Geonwoo, Kim, Ji-Hoon, Lee, Changha, Kim, Taewoo, Youn, Chan-Hyun, Kim, Joo-Young
Published in IEEE journal of solid-state circuits (01.03.2024)
Published in IEEE journal of solid-state circuits (01.03.2024)
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Journal Article
A 28nm 4.96 TOPS/W End-to-End Diffusion Accelerator with Reconfigurable Hyper-Precision and Unified Non-Matrix Processing Engine
Yoo, Sungyeob, Ko, Geonwoo, Ham, Seri, Kim, Seeyeon, Chen, Yi, Kim, Joo-Young
Published in 2024 IEEE European Solid-State Electronics Research Conference (ESSERC) (09.09.2024)
Published in 2024 IEEE European Solid-State Electronics Research Conference (ESSERC) (09.09.2024)
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Conference Proceeding
A 26.55TOPS/W Explainable AI Processor with Dynamic Workload Allocation and Heat Map Compression/Pruning
Kim, Junsoo, Ko, Geonwoo, Kim, Ji-Hoon, Lee, Changha, Kim, Taewoo, Youn, Chan-Hyun, Kim, Joo-Young
Published in 2023 IEEE Custom Integrated Circuits Conference (CICC) (01.04.2023)
Published in 2023 IEEE Custom Integrated Circuits Conference (CICC) (01.04.2023)
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Conference Proceeding
Picasso: An Area/Energy-Efficient End-to-End Diffusion Accelerator with Hyper-Precision Data Type
Yoo, Sungyeob, Ko, Geonwoo, Ham, Seri, Kim, Seeyeon, Chen, Yi, Kim, Joo-Young
Published in 2024 IEEE Hot Chips 36 Symposium (HCS) (25.08.2024)
Published in 2024 IEEE Hot Chips 36 Symposium (HCS) (25.08.2024)
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Conference Proceeding
METHOD AND APPARATUS FOR IMPLEMENTING QUANTIZATION TECHNIQUE AND SCALING TECHNIQUE FOR LIGHT-WEIGHTING OF DIFFUSION MODEL
CHEN YI, HAM SERI, YOO SUNG YEOB, KIM JOO YOUNG, KIM SEEYEON, KO GEONWOO
Year of Publication 30.07.2024
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Year of Publication 30.07.2024
Patent