Mingu Kang
University of California, San Diego
H-index: 22
North America-United States
Top articles of Mingu Kang
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
SPADE: Sparse Pillar-based 3D Object Detection Accelerator for Autonomous Driving | Minjae Lee Seongmin Park Hyungmin Kim Minyong Yoon Janghwan Lee | 2024/3/2 | |
Mixed-Signal Dot-Product Processor with Switched-Capacitors for Machine Learning | Kyu-hyoun Kim Mingu Kang | 2024/1/28 | |
Split WL 6T SRAM Based Bit Serial Computing in Memory Macro With High Signal Margin and High Throughput | IEEE Transactions on Circuits and Systems II: Express Briefs | Young Kyu Lee Dong Han Ko Seokhee Cho Minjune Yeo Mingu Kang | 2023/11/29 |
PillarAcc: Sparse PointPillars Accelerator for Real-Time Point Cloud 3D Object Detection on Edge Devices | arXiv preprint arXiv:2305.07522 | Minjae Lee Hyungmin Kim Seongmin Park Minyong Yoon Janghwan Lee | 2023/5/12 |
Energy-efficient analog-to-digital conversion in mixed signal circuitry | 2023/11/7 | ||
Resistive memory device with magnetic layer having topological spin textures for tuning | 2023/10/17 | ||
AI processor with sparsity-adaptive real-time dynamic frequency modulation for convolutional neural networks and transformers | Yugandhar Khodke Sadhana Shanmugasundaram Yidong Li Mingu Kang | 2023/4/23 | |
Mixed-signal dot product processor with single capacitor per multiplier | 2023/9/26 | ||
Mixed signal circuitry for bitwise multiplication with different accuracies | 2023/3/16 | ||
Floating-point computation with threshold prediction for artificial intelligence system | 2023/12/26 | ||
Magnetic device with gate electrode | 2023/8/15 | ||
FreFlex: A High-Performance Processor for Convolution and Attention Computations via Sparsity-Adaptive Dynamic Frequency Boosting | IEEE Journal of Solid-State Circuits | Sadhana Shanmuga Sundaram Yugandhar Khodke Yidong Li Sung-Joon Jang Sang-Seol Lee | 2023/12/22 |
A Switched-Capacitor Integer Compute Unit with Decoupled Storage and Arithmetic for Cloud AI Inference in 5nm CMOS | Ankur Agrawal Monodeep Kar Kyu-Hyoun Kim Sergey Rylov Jinwook Jung | 2023/6/11 | |
Ultra-low precision floating-point fused multiply-accumulate unit | 2022/9/27 | ||
Enabling hierarchical data loading in a resistive processing unit (rpu) array for reduced communication cost | 2022/9/22 | ||
Accelerating attention through gradient-based learned runtime pruning | Zheng Li Soroush Ghodrati Amir Yazdanbakhsh Hadi Esmaeilzadeh Mingu Kang | 2022/6/18 | |
Bit-serial computation with dynamic frequency modulation for error resiliency in neural network | 2022/4/26 | ||
Differential mixed signal multiplier with three capacitors | 2022/4/12 | ||
Sparse attention acceleration with synergistic in-memory pruning and on-chip recomputation | Amir Yazdanbakhsh Ashkan Moradifirouzabadi Zheng Li Mingu Kang | 2022/10/1 | |
Machine learning accelerator with decision tree interconnects | 2022/2/10 |
