Wonbo Shim

Wonbo Shim

Georgia Institute of Technology

H-index: 14

North America-United States

About Wonbo Shim

Wonbo Shim, With an exceptional h-index of 14 and a recent h-index of 13 (since 2020), a distinguished researcher at Georgia Institute of Technology, specializes in the field of Deep learning hardware, NVM based computing in memory.

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

Amorphous BN-Based Synaptic Device with High Performance in Neuromorphic Computing

Design Strategies of 40 nm Split-Gate NOR Flash Memory Device for Low-Power Compute-in-Memory Applications

Effect of interfacial SiO 2 layer thickness on the memory performances in the HfAlO x-based ferroelectric tunnel junction for a neuromorphic system

Impact of 3D NAND Current Variation on Inference Accuracy for In-memory Computing

Spiking neural network with weight-sharing synaptic array for multi-input processing

Sparse and Robust RRAM-based Efficient In-memory Computing for DNN Inference

GP3D: 3D NAND based in-memory graph processing accelerator

RRAM for compute-in-memory: From inference to training

Wonbo Shim Information

University

Position

___

Citations(all)

788

Citations(since 2020)

592

Cited By

307

hIndex(all)

14

hIndex(since 2020)

13

i10Index(all)

21

i10Index(since 2020)

15

Email

University Profile Page

Georgia Institute of Technology

Google Scholar

View Google Scholar Profile

Wonbo Shim Skills & Research Interests

Deep learning hardware

NVM based computing in memory

Top articles of Wonbo Shim

Title

Journal

Author(s)

Publication Date

Amorphous BN-Based Synaptic Device with High Performance in Neuromorphic Computing

Materials

Juyeong Pyo

Junwon Jang

Dongyeol Ju

Subaek Lee

Wonbo Shim

...

2023/10/15

Design Strategies of 40 nm Split-Gate NOR Flash Memory Device for Low-Power Compute-in-Memory Applications

Micromachines

Chan-Gi Yook

Jung Nam Kim

Yoon Kim

Wonbo Shim

2023/9/7

Effect of interfacial SiO 2 layer thickness on the memory performances in the HfAlO x-based ferroelectric tunnel junction for a neuromorphic system

Journal of Materials Chemistry C

Yongjin Park

Jihyung Kim

Sunghun Kim

Dahye Kim

Wonbo Shim

...

2023

Impact of 3D NAND Current Variation on Inference Accuracy for In-memory Computing

Journal of Semiconductor Technology and Science

Wonbo Shim

2022/10

Spiking neural network with weight-sharing synaptic array for multi-input processing

IEEE Electron Device Letters

Seunghwan Song

Munhyeon Kim

Bosung Jeon

Donghyun Ryu

Sihyun Kim

...

2022/8/8

Sparse and Robust RRAM-based Efficient In-memory Computing for DNN Inference

Jian Meng

Injune Yeo

Wonbo Shim

Li Yang

Deliang Fan

...

2022/3/27

GP3D: 3D NAND based in-memory graph processing accelerator

IEEE Journal on Emerging and Selected Topics in Circuits and Systems

Wonbo Shim

Shimeng Yu

2022/2/28

RRAM for compute-in-memory: From inference to training

Shimeng Yu

Wonbo Shim

Xiaochen Peng

Yandong Luo

2021/4/16

A Technology Path for Scaling Embedded FeRAM to 28 nm and Beyond With 2T1C Structure

IEEE Transactions on Electron Devices

Yuan-Chun Luo

Jae Hur

Zheng Wang

Wonbo Shim

Asif Islam Khan

...

2021/12/10

Impact of random phase distribution in ferroelectric transistors-based 3-D NAND architecture on in-memory computing

IEEE Transactions on Electron Devices

Gihun Choe

Wonbo Shim

Panni Wang

Jae Hur

Asif Islam Khan

...

2021/3/31

Ferroelectric HfO2-based synaptic devices: recent trends and prospects

Shimeng Yu

Jae Hur

Yuan-Chun Luo

Wonbo Shim

Gihun Choe

...

2021/9/20

Impact of multilevel retention characteristics on RRAM based DNN inference engine

Wonbo Shim

Jian Meng

Xiaochen Peng

Jae-sun Seo

Shimeng Yu

2021/3/21

Compute-in-memory: From device innovation to 3D system integration

Shimeng Yu

Wonbo Shim

Jae Hur

Yuan-chun Luo

Gihun Choe

...

2021/9/13

Characterization and mitigation of relaxation effects on multi-level RRAM based in-memory computing

Wangxin He

Wonbo Shim

Shihui Yin

Xiaoyu Sun

Deliang Fan

...

2021/3/21

System-technology codesign of 3-D NAND flash-based compute-in-memory inference engine

IEEE Journal on Exploratory Solid-State Computational Devices and Circuits

Wonbo Shim

Shimeng Yu

2021/6/30

Ferroelectric field-effect transistor-based 3-D NAND architecture for energy-efficient on-chip training accelerator

IEEE Journal on Exploratory Solid-State Computational Devices and Circuits

Wonbo Shim

Shimeng Yu

2021/2/8

Semiconductor memory device including parallel substrates in three dimensional structures

2021/5/18

Temperature-resilient rram-based in-memory computing for dnn inference

IEEE Micro

Jian Meng

Wonbo Shim

Li Yang

Injune Yeo

Deliang Fan

...

2021/12/13

Impact of read disturb on multilevel RRAM based inference engine: Experiments and model prediction

Wonbo Shim

Yandong Luo

Jae-sun Seo

Shimeng Yu

2020/4/28

Technological design of 3D NAND-based compute-in-memory architecture for GB-scale deep neural network

IEEE Electron Device Letters

Wonbo Shim

Shimeng Yu

2020/12/30

See List of Professors in Wonbo Shim University(Georgia Institute of Technology)