Mingu Kang

Orcid: 0000-0001-8104-5136

According to our database¹, Mingu Kang authored at least 63 papers between 2009 and 2024.

Collaborative distances:

Dijkstra number² of three.
Erdős number³ of three.

Timeline

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In proceedings

Article

PhD thesis

Dataset

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Links

On csauthors.net:

Bibliography

2024

Split WL 6T SRAM-Based Bit Serial Computing-in-Memory Macro With High Signal Margin and High Throughput.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. II Express Briefs, April, 2024

FreFlex: A High-Performance Processor for Convolution and Attention Computations via Sparsity-Adaptive Dynamic Frequency Boosting.

[BibT_eX]

[DOI]

Sadhana Shanmuga Sundaram

IEEE J. Solid State Circuits, March, 2024

SPADE: Sparse Pillar-based 3D Object Detection Accelerator for Autonomous Driving.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on High-Performance Computer Architecture, 2024

Mixed-Signal Dot-Product Processor with Switched-Capacitors for Machine Learning.

[BibT_eX]

[DOI]

Kyu-Hyoun Kim

Mingu Kang

Proceedings of the International Conference on Electronics, Information, and Communication, 2024

2023

Which Exceptions Do We Have to Catch in the Python Code for AI Projects?

[BibT_eX]

[DOI]

Int. J. Softw. Eng. Knowl. Eng., March, 2023

PillarAcc: Sparse PointPillars Accelerator for Real-Time Point Cloud 3D Object Detection on Edge Devices.

[BibT_eX]

[DOI]

CoRR, 2023

NCDE: In-Network Caching for Directory Entries to Expedite Data Access in Tiled-Chip Multiprocessors.

[BibT_eX]

[DOI]

Jae Eun Shim

Mingu Kang

Tae Hee Han

IEEE Access, 2023

A Switched-Capacitor Integer Compute Unit with Decoupled Storage and Arithmetic for Cloud AI Inference in 5nm CMOS.

[BibT_eX]

[DOI]

Bahman Hekmatshoartabari

Kailash Gopalakrishnan

Leland Chang

Proceedings of the 2023 IEEE Symposium on VLSI Technology and Circuits (VLSI Technology and Circuits), 2023

High-Speed Wafer Temperature Control Approach of Step Chiller for Semiconductor Manufacturing Equipment.

[BibT_eX]

[DOI]

Proceedings of the 49th Annual Conference of the IEEE Industrial Electronics Society, 2023

Benchmarking Self-Supervised Learning on Diverse Pathology Datasets.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

AI Processor with Sparsity-adaptive Real-time Dynamic Frequency Modulation for Convolutional Neural Networks and Transformers.

[BibT_eX]

[DOI]

Yugandhar Khodke

Sadhana Shanmugasundaram

Yidong Li

Mingu Kang

Proceedings of the IEEE Custom Integrated Circuits Conference, 2023

2022

A 7-nm Four-Core Mixed-Precision AI Chip With 26.2-TFLOPS Hybrid-FP8 Training, 104.9-TOPS INT4 Inference, and Workload-Aware Throttling.

[BibT_eX]

[DOI]

IEEE J. Solid State Circuits, 2022

The effects of socio-technical integration on sustainability practices: a supply chain perspective.

[BibT_eX]

[DOI]

Ind. Manag. Data Syst., 2022

Supply chain planning and innovation performance: the moderated mediation effect of IT usage.

[BibT_eX]

[DOI]

Ind. Manag. Data Syst., 2022

Gradle-Autofix: An Automatic Resolution Generator for Gradle Build Error.

[BibT_eX]

[DOI]

Int. J. Softw. Eng. Knowl. Eng., 2022

On-the-Fly Lowering Engine: Offloading Data Layout Conversion for Convolutional Neural Networks.

[BibT_eX]

[DOI]

IEEE Access, 2022

Sparse Attention Acceleration with Synergistic In-Memory Pruning and On-Chip Recomputation.

[BibT_eX]

[DOI]

Amir Yazdanbakhsh

Ashkan Moradifirouzabadi

Zheng Li

Mingu Kang

Proceedings of the 55th IEEE/ACM International Symposium on Microarchitecture, 2022

Accelerating attention through gradient-based learned runtime pruning.

[BibT_eX]

[DOI]

Proceedings of the ISCA '22: The 49th Annual International Symposium on Computer Architecture, New York, New York, USA, June 18, 2022

Graph Summarization for Human-Understandable Visualization towards CVE Data Analysis.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data and Smart Computing, 2022

2021

Mental Stress Classification Based on a Support Vector Machine and Naive Bayes Using Electrocardiogram Signals.

[BibT_eX]

[DOI]

Sensors, 2021

Resilience against Adversarial Examples: Data-Augmentation Exploiting Generative Adversarial Networks.

[BibT_eX]

[DOI]

KSII Trans. Internet Inf. Syst., 2021

Enablers of supply chain integration: a technology-organization-environment view.

[BibT_eX]

[DOI]

Ind. Manag. Data Syst., 2021

RankingMatch: Delving into Semi-Supervised Learning with Consistency Regularization and Ranking Loss.

[BibT_eX]

[DOI]

Trung Q. Tran

Mingu Kang

Daeyoung Kim

CoRR, 2021

The Effect of Intellectual Leadership on Mass Customization: Moderated Mediation Effect of Customer Market Knowledge.

[BibT_eX]

[DOI]

Mingu Kang

Taewon Kang

Xiaozhen Wang

IEEE Access, 2021

A 7nm 4-Core AI Chip with 25.6TFLOPS Hybrid FP8 Training, 102.4TOPS INT4 Inference and Workload-Aware Throttling.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Solid-State Circuits Conference, 2021

Understanding and Reducing Weight-Load Overhead of Systolic Deep Learning Accelerators.

[BibT_eX]

[DOI]

Proceedings of the 18th International SoC Design Conference, 2021

RaPiD: AI Accelerator for Ultra-low Precision Training and Inference.

[BibT_eX]

[DOI]

Proceedings of the 48th ACM/IEEE Annual International Symposium on Computer Architecture, 2021

ReRankMatch: Semi-Supervised Learning with Semantics-Oriented Similarity Representation.

[BibT_eX]

[DOI]

Trung Quang Tran

Mingu Kang

Daeyoung Kim

Proceedings of the International Joint Conference on Neural Networks, 2021

CAP-GAN: Towards Adversarial Robustness with Cycle-consistent Attentional Purification.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2021

2020

Deep In-Memory Architectures for Machine Learning-Accuracy Versus Efficiency Trade-Offs.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. I Fundam. Theory Appl., 2020

Efficient AI System Design With Cross-Layer Approximate Computing.

[BibT_eX]

[DOI]

Proc. IEEE, 2020

Deep In-Memory Architectures in SRAM: An Analog Approach to Approximate Computing.

[BibT_eX]

[DOI]

Mingu Kang

Sujan K. Gonugondla

Naresh R. Shanbhag

Proc. IEEE, 2020

Interfirm networks and search-transfer problem: the role of geographic proximity.

[BibT_eX]

[DOI]

Ind. Manag. Data Syst., 2020

Applying Tensor Decomposition to image for Robustness against Adversarial Attack.

[BibT_eX]

[DOI]

CoRR, 2020

A 3.0 TFLOPS 0.62V Scalable Processor Core for High Compute Utilization AI Training and Inference.

[BibT_eX]

[DOI]

Proceedings of the IEEE Symposium on VLSI Circuits, 2020

Electromyogram-based algorithm using bagged trees for biometric person authentication and motion recognition.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Consumer Electronics (ICCE), 2020

Multi bio-signal based algorithm using EMD and FFT for stress analysis.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Consumer Electronics (ICCE), 2020

2019

An Energy-Efficient Programmable Mixed-Signal Accelerator for Machine Learning Algorithms.

[BibT_eX]

[DOI]

IEEE Micro, 2019

An MRAM-Based Deep In-Memory Architecture for Deep Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Circuits and Systems, 2019

2018

Generalized Water-Filling for Source-Aware Energy-Efficient SRAMs.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2018

A Multi-Functional In-Memory Inference Processor Using a Standard 6T SRAM Array.

[BibT_eX]

[DOI]

IEEE J. Solid State Circuits, 2018

A 19.4-nJ/Decision, 364-K Decisions/s, In-Memory Random Forest Multi-Class Inference Accelerator.

[BibT_eX]

[DOI]

IEEE J. Solid State Circuits, 2018

A Variation-Tolerant In-Memory Machine Learning Classifier via On-Chip Training.

[BibT_eX]

[DOI]

Sujan K. Gonugondla

Mingu Kang

Naresh R. Shanbhag

IEEE J. Solid State Circuits, 2018

Risk management and firm performance: the moderating role of supplier integration.

[BibT_eX]

[DOI]

Ind. Manag. Data Syst., 2018

Supply chain integration and its impact on sustainability.

[BibT_eX]

[DOI]

Ind. Manag. Data Syst., 2018

Supply chain integration and coordination for international sourcing in the context of China's processing trade.

[BibT_eX]

[DOI]

Ind. Manag. Data Syst., 2018

An In-Memory VLSI Architecture for Convolutional Neural Networks.

[BibT_eX]

[DOI]

IEEE J. Emerg. Sel. Topics Circuits Syst., 2018

Optimal Placement and Sizing of DG and Shunt Capacitor for Power Loss Minimization in an Islanded Distribution System.

[BibT_eX]

[DOI]

Mingu Kang

Ramon Zamora

Proceedings of the Smart Grid and Innovative Frontiers in Telecommunications, 2018

A 42pJ/decision 3.12TOPS/W robust in-memory machine learning classifier with on-chip training.

[BibT_eX]

[DOI]

Sujan Kumar Gonugondla

Mingu Kang

Naresh R. Shanbhag

Proceedings of the 2018 IEEE International Solid-State Circuits Conference, 2018

SRAM Bit-line Swings Optimization using Generalized Waterfilling.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Symposium on Information Theory, 2018

Energy-Efficient Deep In-memory Architecture for NAND Flash Memories.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Circuits and Systems, 2018

PROMISE: An End-to-End Design of a Programmable Mixed-Signal Accelerator for Machine-Learning Algorithms.

[BibT_eX]

[DOI]

Proceedings of the 45th ACM/IEEE Annual International Symposium on Computer Architecture, 2018

2017

Deep in-memory computing

[BibT_eX]

[DOI]

Mingu Kang

PhD thesis, 2017

A 19.4 nJ/decision 364K decisions/s in-memory random forest classifier in 6T SRAM array.

[BibT_eX]

[DOI]

Mingu Kang

Sujan K. Gonugondla

Naresh R. Shanbhag

Proceedings of the 43rd IEEE European Solid State Circuits Conference, 2017

2016

In-Memory Computing Architectures for Sparse Distributed Memory.

[BibT_eX]

[DOI]

Mingu Kang

Naresh R. Shanbhag

IEEE Trans. Biomed. Circuits Syst., 2016

Reducing the Energy Cost of Inference via In-sensor Information Processing.

[BibT_eX]

[DOI]

CoRR, 2016

A 481pJ/decision 3.4M decision/s Multifunctional Deep In-memory Inference Processor using Standard 6T SRAM Array.

[BibT_eX]

[DOI]

CoRR, 2016

2015

Energy-efficient and high throughput sparse distributed memory architecture.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Symposium on Circuits and Systems, 2015

An energy-efficient memory-based high-throughput VLSI architecture for convolutional networks.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

FamCom: A Communication Service Enhancing Conversation Quality Between Elders Residing in Care Hospital and Their Family Member.

[BibT_eX]

[DOI]

Proceedings of the 33rd Annual ACM Conference Extended Abstracts on Human Factors in Computing Systems, 2015

2013

Dynamic mixed serial-parallel content addressable memory (DMSP CAM).

[BibT_eX]

[DOI]

Int. J. Circuit Theory Appl., 2013

2012

Experimental observation of gate geometry dependent characteristic degradations of the multi-finger MOSFETs.

[BibT_eX]

[DOI]

Mingu Kang

Ilgu Yun

Microelectron. Reliab., 2012

2009

Serial-Parallel Content Addressable Memory with a Conditional Driver (SPCwCD).

[BibT_eX]

[DOI]

Mingu Kang

Seong-Ook Jung

IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2009

Mingu Kang

Timeline

Legend:

Links

On csauthors.net:

Bibliography

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