HNPU: An Adaptive DNN Training Processor Utilizing Stochastic Dynamic Fixed-Point and Active Bit-Precision Searching von Han, Donghyeon, Im, Dongseok, Park, Gwangtae, Kim, Youngwoo, Song, Seokchan, Lee, Juhyoung, Yoo, Hoi-Jun

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A Pipelined Point Cloud Based Neural Network Processor for 3-D Vision With Large-Scale Max Pooling Layer Prediction von Im, Dongseok, Han, Donghyeon, Kang, Sanghoon, Yoo, Hoi-Jun

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ED-MPIM: An Energy-Efficient Event-Driven Smart Vision SoC With High-Linearity and Reconfigurable MRAM PIM von Xie, Wenao, Sang, Haoyang, Kwon, Beomseok, Im, Dongseok, Kim, Sangjin, Kim, Sangyeob, Lee, Kangho, Yoo, Hoi-Jun

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An Efficient Deep-Learning-Based Super-Resolution Accelerating SoC With Heterogeneous Accelerating and Hierarchical Cache von Li, Zhiyong, Kim, Sangjin, Im, Dongseok, Han, Donghyeon, Yoo, Hoi-Jun

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GANPU: An Energy-Efficient Multi-DNN Training Processor for GANs With Speculative Dual-Sparsity Exploitation von Kang, Sanghoon, Han, Donghyeon, Lee, Juhyoung, Im, Dongseok, Kim, Sangyeob, Kim, Soyeon, Ryu, Junha, Yoo, Hoi-Jun

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DT-CNN: An Energy-Efficient Dilated and Transposed Convolutional Neural Network Processor for Region of Interest Based Image Segmentation von Im, Dongseok, Han, Donghyeon, Choi, Sungpill, Kang, Sanghoon, Yoo, Hoi-Jun

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NeuGPU: An Energy-Efficient Neural Graphics Processing Unit for Instant Modeling and Real-Time Rendering on Mobile Devices von Ryu, Junha, Kwon, Hankyul, Park, Wonhoon, Li, Zhiyong, Kwon, Beomseok, Han, Donghyeon, Im, Dongseok, Kim, Sangyeob, Joo, Hyungnam, Kim, Minsung, Yoo, Hoi-Jun

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A 1.15 TOPS/W Energy-Efficient Capsule Network Accelerator for Real-Time 3D Point Cloud Segmentation in Mobile Environment von Park, Gwangtae, Im, Dongseok, Han, Donghyeon, Yoo, Hoi-Jun

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DSPU: An Efficient Deep Learning-Based Dense RGB-D Data Acquisition With Sensor Fusion and 3-D Perception SoC von Im, Dongseok, Park, Gwangtae, Ryu, Junha, Li, Zhiyong, Kang, Sanghoon, Han, Donghyeon, Lee, Jinsu, Park, Wonhoon, Kwon, Hankyul, Yoo, Hoi-Jun

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A Mobile 3-D Object Recognition Processor With Deep-Learning-Based Monocular Depth Estimation von Im, Dongseok, Park, Gwangtae, Li, Zhiyong, Ryu, Junha, Kang, Sanghoon, Han, Donghyeon, Lee, Jinsu, Park, Wonhoon, Kwon, Hankyul, Yoo, Hoi-Jun

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A Mobile 3D Object Recognition Processor with Deep Learning-based Monocular Depth Estimation von Im, Dongseok, Park, Gwangtae, Li, Zhiyong, Ryu, Junha, Kang, Sanghoon, Han, Donghyeon, Lee, Jinsu, Park, Wonhoon, Kwon, Hankyul, Yoo, Hoi-Jun

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A Mobile DNN Training Processor With Automatic Bit Precision Search and Fine-Grained Sparsity Exploitation von Han, Donghyeon, Im, Dongseok, Park, Gwangtae, Kim, Youngwoo, Song, Seokchan, Lee, Juhyoung, Yoo, Hoi-Jun

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A 0.82 μW CIS-Based Action Recognition SoC With Self-Adjustable Frame Resolution for Always-on IoT Devices von Ryu, Junha, Park, Gwangtae, Im, Dongseok, Kim, Ji-Hoon, Yoo, Hoi-Jun

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Energy-efficient Dense DNN Acceleration with Signed Bit-slice Architecture von Im, Dongseok, Park, Gwangtae, Li, Zhiyong, Ryu, Junha, Yoo, Hoi-Jun

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Energy-efficient Dense DNN Acceleration with Signed Bit-slice Architecture von Im, Dongseok, Park, Gwangtae, Li, Zhiyong, Ryu, Junha, Hoi-Jun Yoo

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APPARATUS AND METHOD FOR GENERATING SIGNED BIT SLICE SIGNED BIT SLICE CALCULATOR AND ARTIFICIAL INTELLIGENCE NEURAL NETWORK ACCELERATOR APPLYING THEM von YOO HOI JUN, IM DONGSEOK

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Self‐Curable Synaptic Ferroelectric FET Arrays for Neuromorphic Convolutional Neural Network von Shin, Wonjun, Im, Jiyong, Koo, Ryun‐Han, Kim, Jaehyeon, Kwon, Ki‐Ryun, Kwon, Dongseok, Kim, Jae‐Joon, Lee, Jong‐Ho, Kwon, Daewoong

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Demonstration of In‐Memory Biosignal Analysis: Novel High‐Density and Low‐Power 3D Flash Memory Array for Arrhythmia Detection von Kim, Jangsaeng, Im, Jiseong, Shin, Wonjun, Lee, Soochang, Oh, Seongbin, Kwon, Dongseok, Jung, Gyuweon, Choi, Woo Young, Lee, Jong‐Ho

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Proposition of Adaptive Read Bias: A Solution to Overcome Power and Scaling Limitations in Ferroelectric‐Based Neuromorphic System von Koo, Ryun‐Han, Shin, Wonjun, Kim, Seungwhan, Im, Jiseong, Park, Sung‐Ho, Ko, Jong Hyun, Kwon, Dongseok, Kim, Jae‐Joon, Kwon, Daewoong, Lee, Jong‐Ho

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Comparative Analysis of n- and p-type Ferroelectric Tunnel Junctions Through Understanding of non-FE Resistance Switching von Koo, Ryun-Han, Shin, Wonjun, Ryu, Sangwoo, Lee, Kyungmin, Park, Sung-Ho, Im, Jiseong, Ko, Jong-Hyun, Kim, Jeong-Hyun, Kwon, Dongseok, Kim, Jae-Joon, Kwon, Daewoong, Lee, Jong-Ho

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