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Works (20)

An Overview of Computing-in-Memory Circuits With DRAM and NVM

IEEE Transactions on Circuits and Systems II: Express Briefs
2024 | Journal article
Contributors: Sangjin Kim; Hoi-Jun Yoo
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Crossref

LOG-CIM: An Energy-Efficient Logarithmic Quantization Computing-In-Memory Processor With Exponential Parallel Data Mapping and Zero-Aware 6T Dual-WL Cell

IEEE Journal of Solid-State Circuits
2024 | Journal article
Contributors: Soyeon Um; Sangjin Kim; Seongyon Hong; Sangyeob Kim; Hoi-Jun Yoo
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Crossref

Scaling-CIM: eDRAM In-Memory-Computing Accelerator With Dynamic-Scaling ADC and Adaptive Analog Operation

IEEE Journal of Solid-State Circuits
2024 | Journal article
Contributors: Sangjin Kim; Soyeon Um; Wooyoung Jo; Jingu Lee; Sangwoo Ha; Zhiyong Li; Hoi-Jun Yoo
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Crossref

A 92 fps and 2.56 mJ/Frame Computing-In-Memory-Based Human Pose Estimation Accelerator With Resource-Efficient Macro for Mobile Devices

IEEE Transactions on Circuits and Systems II: Express Briefs
2024-06 | Journal article
Contributors: Beomseok Kwon; Zhiyong Li; Sangjin Kim; Wooyoung Jo; Hoi-Jun Yoo
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Crossref

A Low-Power Artificial-Intelligence-Based 3-D Rendering Processor With Hybrid Deep Neural Network Computing

IEEE Micro
2024-01 | Journal article
Contributors: Donghyeon Han; Junha Ryu; Sangyeob Kim; Sangjin Kim; Jongjun Park; Hoi-Jun Yoo
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Crossref

C-DNN: An Energy-Efficient Complementary Deep-Neural-Network Processor With Heterogeneous CNN/SNN Core Architecture

IEEE Journal of Solid-State Circuits
2024-01 | Journal article
Contributors: Sangyeob Kim; Soyeon Kim; Seongyon Hong; Sangjin Kim; Donghyeon Han; Jiwon Choi; Hoi-Jun Yoo
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COOL-NPU: Complementary Online Learning Neural Processing Unit

IEEE Micro
2024-01 | Journal article
Contributors: Sangyeob Kim; Soyeon Kim; Seongyon Hong; Sangjin Kim; Jiwon Choi; Donghyeon Han; Hoi-Jun Yoo
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DynaPlasia: An eDRAM In-Memory Computing-Based Reconfigurable Spatial Accelerator With Triple-Mode Cell

IEEE Journal of Solid-State Circuits
2024-01 | Journal article
Contributors: Sangjin Kim; Zhiyong Li; Soyeon Um; Wooyoung Jo; Sangwoo Ha; Juhyoung Lee; Sangyeob Kim; Donghyeon Han; Hoi-Jun Yoo
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Crossref

MetaVRain: A Mobile Neural 3-D Rendering Processor With Bundle-Frame-Familiarity-Based NeRF Acceleration and Hybrid DNN Computing

IEEE Journal of Solid-State Circuits
2024-01 | Journal article
Contributors: Donghyeon Han; Junha Ryu; Sangyeob Kim; Sangjin Kim; Jongjun Park; Hoi-Jun Yoo
Source: check_circle
Crossref

Neuro-CIM: ADC-Less Neuromorphic Computing-in-Memory Processor With Operation Gating/Stopping and Digital–Analog Networks

IEEE Journal of Solid-State Circuits
2023 | Journal article
Contributors: Sangyeob Kim; Sangjin Kim; Soyeon Um; Soyeon Kim; Kwantae Kim; Hoi-Jun Yoo
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SNPU: An Energy-Efficient Spike Domain Deep-Neural-Network Processor With Two-Step Spike Encoding and Shift-and-Accumulation Unit

IEEE Journal of Solid-State Circuits
2023 | Journal article
Contributors: Sangyeob Kim; Sangjin Kim; Soyeon Um; Soyeon Kim; Juhyoung Lee; Hoi-Jun Yoo
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Crossref

An Efficient Deep-Learning-Based Super-Resolution Accelerating SoC With Heterogeneous Accelerating and Hierarchical Cache

IEEE Journal of Solid-State Circuits
2023-03 | Journal article
Contributors: Zhiyong Li; Sangjin Kim; Dongseok Im; Donghyeon Han; Hoi-Jun Yoo
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A 36.2 dB High SNR and PVT/Leakage-Robust eDRAM Computing-In-Memory Macro With Segmented BL and Reference Cell Array

IEEE Transactions on Circuits and Systems II: Express Briefs
2022-05 | Journal article
Contributors: Sangwoo Ha; Sangjin Kim; Donghyeon Han; Soyeon Um; Hoi-Jun Yoo
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Crossref

A Low-Power Graph Convolutional Network Processor With Sparse Grouping for 3D Point Cloud Semantic Segmentation in Mobile Devices

IEEE Transactions on Circuits and Systems I: Regular Papers
2022-04 | Journal article
Contributors: Sangjin Kim; Sangyeob Kim; Juhyoung Lee; Hoi-Jun Yoo
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OmniDRL: An Energy-Efficient Deep Reinforcement Learning Processor With Dual-Mode Weight Compression and Sparse Weight Transposer

IEEE Journal of Solid-State Circuits
2022-04 | Journal article
Contributors: Juhyoung Lee; Sangyeob Kim; Sangjin Kim; Wooyoung Jo; Ji-Hoon Kim; Donghyeon Han; Hoi-Jun Yoo
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Crossref

ECIM: Exponent Computing in Memory for an Energy-Efficient Heterogeneous Floating-Point DNN Training Processor

IEEE Micro
2022-01-01 | Journal article
Contributors: Juhyoung Lee; Jihoon Kim; Wooyoung Jo; Sangyeob Kim; Sangjin Kim; Hoi-Jun Yoo
Source: check_circle
Crossref

An Overview of Sparsity Exploitation in CNNs for On-Device Intelligence With Software-Hardware Cross-Layer Optimizations

IEEE Journal on Emerging and Selected Topics in Circuits and Systems
2021-12 | Journal article
Contributors: Sanghoon Kang; Gwangtae Park; Sangjin Kim; Soyeon Kim; Donghyeon Han; Hoi-Jun Yoo
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Crossref

An Energy-Efficient GAN Accelerator With On-Chip Training for Domain-Specific Optimization

IEEE Journal of Solid-State Circuits
2021-10 | Journal article
Contributors: Soyeon Kim; Sanghoon Kang; Donghyeon Han; Sangjin Kim; Sangyeob Kim; Hoi-Jun Yoo
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Crossref

A 43.1TOPS/W Energy-Efficient Absolute-Difference-Accumulation Operation Computing-In-Memory With Computation Reuse

IEEE Transactions on Circuits and Systems II: Express Briefs
2021-05 | Journal article
Contributors: Soyeon Um; Sangyeob Kim; Sangjin Kim; Hoi-Jun Yoo
Source: check_circle
Crossref

A 64.1mW Accurate Real-Time Visual Object Tracking Processor With Spatial Early Stopping on Siamese Network

IEEE Transactions on Circuits and Systems II: Express Briefs
2021-05 | Journal article
Contributors: Soyeon Kim; Sangjin Kim; Sangyeob Kim; Donghyeon Han; Hoi-Jun Yoo
Source: check_circle
Crossref