Accelerator System Design
Accelerator System Design
Our work in Accelerator System Design spans AI Chip Design, domain-specific optimization, hardware/software co-design, and on-device AI acceleration. We're driven to achieve peak performance by seamlessly integrating hardware and software, crafting tailored hardware solutions for specific applications. A major challenge we tackle is the escalating size and complexity of large-scale AI models (LLMs), for which we're pioneering optimized system architectures to ensure their effective and efficient deployment.
Related Publications (Accelerator System Design)
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BCJournalProspect Analysis for Utilization of Virtual Assets Using Blockchain Technology
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AIConf.Enhancing Classification of Parasite Microscopy Images Through Image Edge-Accentuating Pre-processing
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AIJournalMICL-UNet: Multi-input Cross-layer UNet Model for Classification of Diseases in Agriculture
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AIJournalEnsemble of Top-3 Prediction with Image Pixel Interval Method Using Deep Learning
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HCIJournalEffective Emoticon Suggestion Technique Based on Active Emotional Input Using Facial Expressions and Heart-rate Signals
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SECJournalBackProx: Secure Backscatter-Assisted Proximity Detection for Passive Keyless Entry and Start Systems
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AIConf.Classifying Chicken-Made Food Images Using Enhanced MobileNetV2
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MEDDomestic Conf.Ensemble Techniques in Medical Imaging: Advancing Malaria Classification Through Multi-Channel Decomposition
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METADomestic Conf.CES 2023 트렌드에 의한 인공지능과 메타버스 기술 발전 전망
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SECJournalEfficient Integrity-Tree Structure for CNNs Through Frequent Counter-Overflow Prevention in Secure Memories
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AIConf.An Image Pixel Interval Power (IPIP) Method Using Deep-Learning Classification Models
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AIConf.SSTop3: Sole-Top-Three and Sum-Top-Three Class Prediction Ensemble Method Using Deep-Learning Models
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AIConf.Input Image Pixel-Interval Method for Classification Using Transfer Learning
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AIJournalMATE: Memory- and Retraining-Free Error Correction for CNN Weights
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SYSJournalLow-Delay, Low-Power, Real-Time Audio Remote-Transmission System over Wi-Fi
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SYSDomestic Conf.WI-FI 기반 저전력 실시간 오디오 원격전송 시스템