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HNPU: An Adaptive DNN Training Processor Utilizing Stochastic Dynamic Fixed-Point and Active Bit-Precision Searching

IEEE journal of solid-state circuits, 2021-09, Vol.56 (9), p.2858-2869

2021

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An Energy-Efficient CNN/Transformer Hybrid Neural Semantic Segmentation Processor With Chunk-Based Bit Plane Data Compression and Similarity-Based Token-Level Skipping Exploitation

IEEE transactions on circuits and systems. I, Regular papers, 2024-10, p.1-12

2024

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A 49.5 mW Multi-Scale Linear Quantized Online Learning Processor for Real-Time Adaptive Object Detection

IEEE transactions on circuits and systems. II, Express briefs, 2022-05, Vol.69 (5), p.2443-2447

2022

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A Cryo-CMOS 64-Channel Bias Generator IC for Surface Ion Trap

2024 IEEE European Solid-State Electronics Research Conference (ESSERC), 2024, p.488-491

2024

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A 3.55 mJ/frame Energy-efficient Mixed-Transformer based Semantic Segmentation Accelerator for Mobile Devices

2024 IEEE International Symposium on Circuits and Systems (ISCAS), 2024, p.1-5

2024

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A Mobile DNN Training Processor With Automatic Bit Precision Search and Fine-Grained Sparsity Exploitation

IEEE MICRO, 2022-03, Vol.42 (2), p.16-25

2022

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NeRF-Navi: A 93.6-202.9µJ/task Switchable Approximate-Accurate NeRF Path Planning Processor with Dual Attention Engine and Outlier Bit-Offloading Core

2024 IEEE Symposium on VLSI Technology and Circuits (VLSI Technology and Circuits), 2024, p.1-2

2024

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GPPU: A 330.4-μJ/ task Neural Path Planning Processor with Hybrid GNN Acceleration for Autonomous 3D Navigation

2023 IEEE Symposium on VLSI Technology and Circuits (VLSI Technology and Circuits), 2023, p.1-2

2023

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20.8 Space-Mate: A 303.5mW Real-Time Sparse Mixture-of-Experts-Based NeRF-SLAM Processor for Mobile Spatial Computing

2024 IEEE International Solid-State Circuits Conference (ISSCC), 2024, Vol.67, p.374-376

2024

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Space-Mate: A 303.5mW Real-Time NeRF SLAM Processor with Sparse-Mixture-of-Experts-based Acceleration

2024 IEEE Hot Chips 36 Symposium (HCS), 2024, p.1-1

2024

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An Artificial-Intelligence-Based SLAM Processor With Scene-Adaptive Sampling and Hybrid NeRF Model Training Acceleration

IEEE transactions on circuits and systems for artificial intelligence, 2024-09, Vol.1 (1), p.3-14

2024

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A Low-power and Real-time Neural-Rendering Dense SLAM Processor with 3-Level Hierarchical Sparsity Exploitation

2024 IEEE Symposium in Low-Power and High-Speed Chips (COOL CHIPS), 2024, p.1-3

2024

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HNPU-V2: A 46.6 FPS DNN Training Processor for Real-World Environmental Adaptation based Robust Object Detection on Mobile Devices

2022 IEEE Hot Chips 34 Symposium (HCS), 2022, p.1-18

2022

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A 0.95 mJ/frame DNN Training Processor for Robust Object Detection with Real-World Environmental Adaptation

2022 IEEE 4th International Conference on Artificial Intelligence Circuits and Systems (AICAS), 2022, p.37-40

2022

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A DNN Training Processor for Robust Object Detection with Real-World Environmental Adaptation

2022 IEEE 4th International Conference on Artificial Intelligence Circuits and Systems (AICAS), 2022, p.501-501

2022

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An Energy-Efficient Deep Neural Network Training Processor with Bit-Slice-Level Reconfigurability and Sparsity Exploitation

2021 IEEE Symposium in Low-Power and High-Speed Chips (COOL CHIPS), 2021, p.1-3

2021

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Label-free neuroimaging in vivo using synchronous angular scanning microscopy with single-scattering accumulation algorithm

Nature communications, 2019-07, Vol.10 (1), p.3152-9, Article 3152

2019

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Association of citrullination with the progression of aortic stenosis

Scientific reports, 2023-06, Vol.13 (1), p.8919-8919, Article 8919

2023

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Pleuroparenchymal fibroelastosis in rheumatoid arthritis-associated interstitial lung disease

Respiratory research, 2022-06, Vol.23 (1), p.143-143, Article 143

2022

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Acute Respiratory Deterioration in Rheumatoid Arthritis-Associated Interstitial Lung Disease: A Single-Center Study

Chest, 2022-07, Vol.162 (1), p.136-144

2022

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Acute Respiratory Deterioration in Rheumatoid Arthritis-Associated Interstitial Lung Disease

Chest, 2022-07, Vol.162 (1), p.136-144

2022

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Automated quantification system predicts survival in rheumatoid arthritis-associated interstitial lung disease

Rheumatology (Oxford, England), 2022-11, Vol.61 (12), p.4702-4710

2022

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Long-term renal outcomes of patients with non-proliferative lupus nephritis

The Korean Journal of Internal Medicine, 2023, 38(5), , pp.769-776

2023

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Anti-S1/RBD-Specific Antibody Formation After SARS-CoV-2 Vaccination in Elderly Rheumatoid Arthritis Patients: Single-Center Prospective Observational Study

Journal of Korean Medical Science, 2023, 38(14), , pp.1-13

2023

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Long-term renal outcomes of patients with non-proliferative lupus nephritis

The Korean journal of internal medicine, 2023-09, Vol.38 (5), p.769

2023

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HNPU: An Adaptive DNN Training Processor Utilizing Stochastic Dynamic Fixed-Point and Active Bit-Precision Searching

An Energy-Efficient CNN/Transformer Hybrid Neural Semantic Segmentation Processor With Chunk-Based Bit Plane Data Compression and Similarity-Based Token-Level Skipping Exploitation

A 49.5 mW Multi-Scale Linear Quantized Online Learning Processor for Real-Time Adaptive Object Detection

A Cryo-CMOS 64-Channel Bias Generator IC for Surface Ion Trap

A 3.55 mJ/frame Energy-efficient Mixed-Transformer based Semantic Segmentation Accelerator for Mobile Devices

A Mobile DNN Training Processor With Automatic Bit Precision Search and Fine-Grained Sparsity Exploitation

NeRF-Navi: A 93.6-202.9µJ/task Switchable Approximate-Accurate NeRF Path Planning Processor with Dual Attention Engine and Outlier Bit-Offloading Core

GPPU: A 330.4-μJ/ task Neural Path Planning Processor with Hybrid GNN Acceleration for Autonomous 3D Navigation

20.8 Space-Mate: A 303.5mW Real-Time Sparse Mixture-of-Experts-Based NeRF-SLAM Processor for Mobile Spatial Computing

Space-Mate: A 303.5mW Real-Time NeRF SLAM Processor with Sparse-Mixture-of-Experts-based Acceleration

An Artificial-Intelligence-Based SLAM Processor With Scene-Adaptive Sampling and Hybrid NeRF Model Training Acceleration

A Low-power and Real-time Neural-Rendering Dense SLAM Processor with 3-Level Hierarchical Sparsity Exploitation

HNPU-V2: A 46.6 FPS DNN Training Processor for Real-World Environmental Adaptation based Robust Object Detection on Mobile Devices

A 0.95 mJ/frame DNN Training Processor for Robust Object Detection with Real-World Environmental Adaptation

A DNN Training Processor for Robust Object Detection with Real-World Environmental Adaptation

An Energy-Efficient Deep Neural Network Training Processor with Bit-Slice-Level Reconfigurability and Sparsity Exploitation

Label-free neuroimaging in vivo using synchronous angular scanning microscopy with single-scattering accumulation algorithm

Association of citrullination with the progression of aortic stenosis

Pleuroparenchymal fibroelastosis in rheumatoid arthritis-associated interstitial lung disease

Acute Respiratory Deterioration in Rheumatoid Arthritis-Associated Interstitial Lung Disease: A Single-Center Study

Acute Respiratory Deterioration in Rheumatoid Arthritis-Associated Interstitial Lung Disease

Automated quantification system predicts survival in rheumatoid arthritis-associated interstitial lung disease

Long-term renal outcomes of patients with non-proliferative lupus nephritis

Anti-S1/RBD-Specific Antibody Formation After SARS-CoV-2 Vaccination in Elderly Rheumatoid Arthritis Patients: Single-Center Prospective Observational Study

Long-term renal outcomes of patients with non-proliferative lupus nephritis

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