Shimeng Yu

Shimeng Yu

Georgia Institute of Technology

H-index: 80

North America-United States

About Shimeng Yu

Shimeng Yu, With an exceptional h-index of 80 and a recent h-index of 68 (since 2020), a distinguished researcher at Georgia Institute of Technology, specializes in the field of Non-volatile Memory, RRAM, Ferroelectric Memories, In-Memory Computing, AI Hardware.

His recent articles reflect a diverse array of research interests and contributions to the field:

Capacitive Synaptor with Overturned Charge Injection for Compute-in-Memory

A Cross-layer Framework for Design Space and Variation Analysis of Non-Volatile Ferroelectric Capacitor-Based Compute-in-Memory Accelerators

Corrections to “A Dynamic Power-Only Compute-in-Memory Macro With Power-of-Two Nonlinear SAR ADC for Nonvolatile Ferroelectric Capacitive Crossbar Array”

Design and Thermal Analysis of 2.5 D and 3D Integrated System of a CMOS Image Sensor and a Sparsity-Aware Accelerator for Autonomous Driving

Paving the Way for Pass Disturb Free Vertical NAND Storage via A Dedicated and String-Compatible Pass Gate

The origin of memory window closure with bipolar stress cycling in silicon ferroelectric field-effect-transistors

HyperGen: Compact and Efficient Genome Sketching using Hyperdimensional Vectors

A Heterogeneous Platform for 3D NAND-Based In-Memory Hyperdimensional Computing Engine for Genome Sequencing Applications

Shimeng Yu Information

University

Position

Associate Professor of ECE

Citations(all)

27323

Citations(since 2020)

19323

Cited By

14854

hIndex(all)

80

hIndex(since 2020)

68

i10Index(all)

251

i10Index(since 2020)

224

Email

University Profile Page

Georgia Institute of Technology

Google Scholar

View Google Scholar Profile

Shimeng Yu Skills & Research Interests

Non-volatile Memory

RRAM

Ferroelectric Memories

In-Memory Computing

AI Hardware

Top articles of Shimeng Yu

Title

Journal

Author(s)

Publication Date

Capacitive Synaptor with Overturned Charge Injection for Compute-in-Memory

IEEE Electron Device Letters

Choong-Ki Kim

Omkar Phadke

Tae-Hyeon Kim

Myung-Su Kim

Ji-Man Yu

...

2024/3/27

A Cross-layer Framework for Design Space and Variation Analysis of Non-Volatile Ferroelectric Capacitor-Based Compute-in-Memory Accelerators

Yuan-Chun Luo

James Read

Anni Lu

Shimeng Yu

2024/1/22

Corrections to “A Dynamic Power-Only Compute-in-Memory Macro With Power-of-Two Nonlinear SAR ADC for Nonvolatile Ferroelectric Capacitive Crossbar Array”

IEEE Solid-State Circuits Letters

Injune Yeo

Wangxin He

Yuan-Chun Luo

Shimeng Yu

Jae-Sun Seo

2024/3/21

Design and Thermal Analysis of 2.5 D and 3D Integrated System of a CMOS Image Sensor and a Sparsity-Aware Accelerator for Autonomous Driving

IEEE Journal of the Electron Devices Society

Janak Sharda

Madison Manley

Ankit Kaul

Wantong Li

Muhannad Bakir

...

2024/1/17

Paving the Way for Pass Disturb Free Vertical NAND Storage via A Dedicated and String-Compatible Pass Gate

arXiv preprint arXiv:2403.04981

Zijian Zhao

Sola Woo

Khandker Akif Aabrar

Sharadindu Gopal Kirtania

Zhouhang Jiang

...

2024/3/8

The origin of memory window closure with bipolar stress cycling in silicon ferroelectric field-effect-transistors

Journal of Applied Physics

Matthias Passlack

Nujhat Tasneem

Chinsung Park

Prasanna Venkat Ravindran

Hang Chen

...

2024/4/7

HyperGen: Compact and Efficient Genome Sketching using Hyperdimensional Vectors

bioRxiv

Weihong Xu

Po-Kai Hsu

Niema Moshiri

Shimeng Yu

Tajana Rosing

2024

A Heterogeneous Platform for 3D NAND-Based In-Memory Hyperdimensional Computing Engine for Genome Sequencing Applications

IEEE Transactions on Circuits and Systems I: Regular Papers

Po-Kai Hsu

Vaidehi Garg

Anni Lu

Shimeng Yu

2024/2/21

Semiconductor Memory Technologies: State-of-the-Art and Future Trends

Shimeng Yu

Tae-Hyeon Kim

2024/4/2

H3D-Transformer: A Heterogeneous 3D (H3D) Computing Platform for Transformer Model Acceleration on Edge Devices

ACM Transactions on Design Automation of Electronic Systems

Yandong Luo

Shimeng Yu

2024

NeuroSim V1. 4: Extending Technology Support for Digital Compute-in-Memory Toward 1nm Node

IEEE Transactions on Circuits and Systems I: Regular Papers

Junmo Lee

Anni Lu

Wantong Li

Shimeng Yu

2024/2/21

Towards Reverse-Engineering the Brain: Brain-Derived Neuromorphic Computing Approach with Photonic, Electronic, and Ionic Dynamicity in 3D integrated circuits

arXiv preprint arXiv:2403.19724

SJ Yoo

Luis El-Srouji

Suman Datta

Shimeng Yu

Jean Anne Incorvia

...

2024/3/28

High-speed emerging memories for AI hardware accelerators

Anni Lu

Junmo Lee

Tae-Hyeon Kim

Muhammed Ahosan Ul Karim

Rebecca Sejung Park

...

2024/1

A Dynamic Power-Only Compute-In-Memory Macro With Power-of-Two Nonlinear SAR ADC for Non-Volatile Ferroelectric Capacitive Crossbar Array

IEEE Solid-State Circuits Letters

Injune Yeo

Wangxin He

Yuan-Chun Luo

Shimeng Yu

Jae-sun Seo

2024/2/1

Cold-FeFET as Embedded Non-Volatile Memory with Unlimited Cycling Endurance

Sharadindu Gopal Kirtania

Khandker Akif Aabrar

Asif I Khan

Shimeng Yu

S Datta

2023/6/11

A Reconfigurable Monolithic 3D Switched-Capacitor DC-DC Converter with Back-End-of-Line Oxide Channel Transistor

Jungyoun Kwak

Wantong Li

Shimeng Yu

2023/8/6

Enabling Ultra-Low Power Ultrasound Imaging with Compute-in-Memory Sparse Reconstruction Accelerator

Wantong Li

Xitie Zhang

Junmo Lee

F Levent Degertekin

Shaolan Li

...

2023/10/19

Machine learning-assisted statistical variation analysis of ferroelectric transistor: From experimental metrology to adaptive modeling

IEEE Transactions on Electron Devices

Gihun Choe

Prasanna Venkatesan Ravindran

Jae Hur

Maximilian Lederer

André Reck

...

2023/2/24

Low-Frequency Noise Characteristics of Ferroelectric Field-Effect Transistors

Omkar Phadke

Khandker Akif Aabrar

Yuan-chun Luo

Sharadindu Gopal Kirtania

Asif Islam Khan

...

2023/3/26

BEOL Compatible Oxide Power Transistors for On-Chip Voltage Conversion in Heterogenous 3D (H3D) Integrated Circuits

Sunbin Deng

Jungyoun Kwak

Junmo Lee

Khandker Akif Aabrar

Tae-Hyeon Kim

...

2023/12/9

See List of Professors in Shimeng Yu University(Georgia Institute of Technology)

Co-Authors

H-index: 125
H.-S. Philip Wong

H.-S. Philip Wong

Stanford University

H-index: 100
Yuan Xie

Yuan Xie

University of California, Santa Barbara

H-index: 86
Peide Ye

Peide Ye

Purdue University

H-index: 74
Paul McIntyre

Paul McIntyre

Stanford University

H-index: 71
Tajana Simunic Rosing

Tajana Simunic Rosing

University of California, San Diego

H-index: 61
Meng-Fan Chang

Meng-Fan Chang

National Tsing Hua University

academic-engine