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Changhwan Choi

Hanyang University · 工学

研究室紹介

Professor Changhwan Choi's research lab specializes in the development of bioinspired and sustainable electronic devices for next-generation neuromorphic computing. The lab focuses on designing novel synaptic devices using eco-friendly, biocompatible, and semiconductor industry-compatible materials such as HfO₂, MXenes, graphene quantum dots, and cellulose-based nanocomposites. Key research directions include resistive switching mechanisms, ferroelectric thin-film transistors, and ion-migration-based synaptic emulation to enable multi-state conductance modulation for artificial neural networks. The lab emphasizes green electronics, integrating materials science with neuromorphic engineering for energy-efficient and biologically inspired computing systems.

neuromorphic computingbio-memristorresistive switchinggreen electronics2D materials

Research Overview

Papers
191
Total Citations
6,189
Papers (5y)
49
Primary Field
工学

Research Output Trend

Figures are computed from collected data and may differ slightly.

Publications per year (5y)
49total
2022
2023
2024
2025
2026
Citations per year (5y)
395total
20222023202420252026

Selected Papers

15
1
Article|145 citations·2020
The coexistence of threshold and memory switching characteristics of ALD HfO2 memristor synaptic arrays for energy-efficient neuromorphic computing
Haider Abbas, Yawar Abbas, Gul Hassan, A.S. Sokolov, Yu-Rim Jeon, Bon‐Cheol Ku, Chi Jung Kang, Changhwan Choi
SJR Q1Nanoscale

The development of bioinspired electronic devices that can mimic the biological synapses is an essential step towards the development of efficient neuromorphic systems to simulate the functions of the human brain. Among various materials that can be utilized to attain electronic synapses, the existing semiconductor industry-compatible conventional materials are more favorable due to their low cost, easy fabrication and reliable switching properties. In this work, atomic layer deposited HfO2-base

Electrical and Electronic EngineeringEngineering
2
Article|127 citations·2018
Compliance-Free, Digital SET and Analog RESET Synaptic Characteristics of Sub-Tantalum Oxide Based Neuromorphic Device
Yawar Abbas, Yu‐Rim Jeon, A.S. Sokolov, Sohyeon Kim, Bon‐Cheol Ku, Changhwan Choi
SJR Q1Scientific ReportsOA

Abstract A two terminal semiconducting device like a memristor is indispensable to emulate the function of synapse in the working memory. The analog switching characteristics of memristor play a vital role in the emulation of biological synapses. The application of consecutive voltage sweeps or pulses (action potentials) changes the conductivity of the memristor which is considered as the fundamental cause of the synaptic plasticity. In this study, a neuromorphic device using an in-situ growth o

Electrical and Electronic EngineeringEngineering
3
Article|121 citations·2017
Influence of oxygen vacancies in ALD HfO2-x thin films on non-volatile resistive switching phenomena with a Ti/HfO2-x/Pt structure
A.S. Sokolov, Yu-Rim Jeon, Sohyeon Kim, Bon‐Cheol Ku, Dong-Hwan Lim, Hoonhee Han, Myeong Gyoon Chae, Jae-Ho Lee, Beom Gil Ha, Changhwan Choi
SJR Q1Applied Surface Science
Electrical and Electronic EngineeringEngineering
4
Article|119 citations·2019
Silver‐Adapted Diffusive Memristor Based on Organic Nitrogen‐Doped Graphene Oxide Quantum Dots (N‐GOQDs) for Artificial Biosynapse Applications
A.S. Sokolov, Mumtaz Ali, Rabia Riaz, Yawar Abbas, Min Jae Ko, Changhwan Choi
SJR Q1Advanced Functional Materials

Abstract Carbon‐based electronic devices are suitable candidates for bioinspired electronics due to their low cost, eco‐friendliness, mechanical flexibility, and compatibility with complementary metal‐oxide‐semiconductor technology. New types of materials such as graphene quantum dots (GQDs) have attracted attention in the search for new applications beyond solar cells and energy harvesting due to their superior properties such as elevated photoluminescence, high chemical inertness, and excellen

Electrical and Electronic EngineeringEngineering
5
Article|111 citations·2017
Interface engineering of ALD HfO2-based RRAM with Ar plasma treatment for reliable and uniform switching behaviors
Bon‐Cheol Ku, Yawar Abbas, A.S. Sokolov, Changhwan Choi
SJR Q1Journal of Alloys and Compounds
Electrical and Electronic EngineeringEngineering
6
Article|109 citations·2019
Highly Sensitive and Full Range Detectable Humidity Sensor using PEDOT:PSS, Methyl Red and Graphene Oxide Materials
Gul Hassan, Memoon Sajid, Changhwan Choi
SJR Q1Scientific ReportsOA

Abstract Single transducer with humidity sensing materials has limitations in both range and sensitivity, which cannot be used to detect the full range of humidity with consistent sensitivity. To enlarge range and improve sensitivity in the all range relative humidity (RH), we propose a highly sensitive and full range detectable humidity sensor based on multiple inter-digital transducer (IDT) electrodes connected in series with poly(3,4-ethylenedioxythiophene) doped poly (styrene sulfonate) anio

Electrical and Electronic EngineeringEngineering
7
Article|99 citations·2021
Analog Synaptic Transistor with Al-Doped HfO2 Ferroelectric Thin Film
Duho Kim, Yu‐Rim Jeon, Bon‐Cheol Ku, Chulwon Chung, Tae Heun Kim, Sang‐Hyeok Yang, Uiyeon Won, Tae-Ho Jeong, Changhwan Choi
SJR Q1ACS Applied Materials & Interfaces

Neuromorphic computing has garnered significant attention because it can overcome the limitations of the current von-Neumann computing system. Analog synaptic devices are essential for realizing hardware-based artificial neuromorphic devices; however, only a few systematic studies in terms of both synaptic materials and device structures have been conducted so far, and thus, further research is required in this direction. In this study, we demonstrate the synaptic characteristics of a ferroelect

Electrical and Electronic EngineeringEngineering
8
Article|87 citations·2020
Controllable analog resistive switching and synaptic characteristics in ZrO2/ZTO bilayer memristive device for neuromorphic systems
Muhammad Ismail, Haider Abbas, Changhwan Choi, Sungjun Kim
SJR Q1Applied Surface Science
Electrical and Electronic EngineeringEngineering
9
Article|87 citations·2020
Partially Oxidized MXene Ti3C2Tx Sheets for Memristor having Synapse and Threshold Resistive Switching Characteristics
A.S. Sokolov, Mumtaz Ali, Hui Li, Yu‐Rim Jeon, Min Jae Ko, Changhwan Choi
SJR Q1Advanced Electronic Materials

Abstract Transition metal carbides, called MXenes, can be used for MXene‐based unique electronic devices such as new types of batteries, energy storage devices, and supercapacitors, where MXene is used as an electrode. The unique surface properties of MXene and 2D structure can be further applied to the new electronic devices. In this paper, the unique insulating properties of partially oxidized MXene (Ti 3 C 2 T x ) sheets are utilized for memory storage and electronic synapse applications. The

Electrical and Electronic EngineeringEngineering
10
Article|76 citations·2021
Cellulose Nanocrystal Based Bio‐Memristor as a Green Artificial Synaptic Device for Neuromorphic Computing Applications
Tassawar Hussain, Haider Abbas, Chulmin Youn, Hojin Lee, Turgun Boynazarov, Bon‐Cheol Ku, Yu‐Rim Jeon, Hoonhee Han, Jong Hyeon Lee, Changhwan Choi, Taekjib Choi
SJR Q1Advanced Materials Technologies

Abstract Nanocomposites based on biomaterials are promising candidates for emerging green‐ electronics benefiting from environment‐friendly, renewable, biocompatible, and biodegradable resources for sustainable research and development. Especially, the application of biocomposites‐based memristor for simulating artificial synapses called bio‐memristor has further facilitated the progress of ecologically benign bioelectronics. In this study, the authors present that the environment‐friendly nanoc

Electrical and Electronic EngineeringEngineering
11
Article|71 citations·2019
Bio-realistic synaptic characteristics in the cone-shaped ZnO memristive device
A.S. Sokolov, Yu-Rim Jeon, Sohyeon Kim, Bon‐Cheol Ku, Changhwan Choi
SJR Q1NPG Asia MaterialsOA

Abstract We demonstrate inherent biorealistic synaptic plasticity functions in the Pt/n-ZnO/SiO 2– x /Pt heterostructures, where the n-ZnO semiconductor is geometrically cone-shaped in the size of a few nanometers. The synaptic functions were achieved within a two-terminal, electroforming-free, and low-power rectifying diode-like resistive switching device. The important rate-dependent synaptic functions, such as the nonlinear transient conduction behavior, short- and long-term plasticity, paire

Electrical and Electronic EngineeringEngineering
12
Article|70 citations·2018
Engineering synaptic characteristics of TaO x /HfO 2 bi-layered resistive switching device
Sohyeon Kim, Yawar Abbas, Yu‐Rim Jeon, A.S. Sokolov, Bon‐Cheol Ku, Changhwan Choi
SJR Q2Nanotechnology

Abstract We performed various pulse measurements on an atomic layer deposited (ALD) HfO 2 -based resistive switching random access memory (RRAM) device and investigated its electronic synaptic characteristics. Unlike requirements for RRAM device application, to achieve the multi-state conductance changes required for the synaptic device, we employed additional sputtered TaO x thin film formation on the ALD HfO 2 switching medium, which leads to engineering the concentration of oxygen vacancies a

Electrical and Electronic EngineeringEngineering
13
Article|68 citations·2019
Study of in Situ Silver Migration in Amorphous Boron Nitride CBRAM Device
Yu-Rim Jeon, Yawar Abbas, A.S. Sokolov, Sohyeon Kim, Bon‐Cheol Ku, Changhwan Choi
SJR Q1ACS Applied Materials & Interfaces

We report the dependence of the thickness of amorphous boron nitride (a-BN) on the characteristics of conductive bridge random access memory (CBRAM) structured with the Ag/a-BN/Pt stacking sequence. The a-BN thin film layers of three different thicknesses of 5.5, 11, and 21.5 nm were prepared by the sputtering deposition. Depending on the thickness of the a-BN layer, the devices are found to be in either low-resistance state (LRS) or high-resistance state (HRS) prior to any consecutive switching

Electrical and Electronic EngineeringEngineering
14
Article|67 citations·2020
Stabilized and RESET-voltage controlled multi-level switching characteristics in ZrO2-based memristors by inserting a-ZTO interface layer
Muhammad Ismail, Haider Abbas, Changhwan Choi, Sungjun Kim
SJR Q1Journal of Alloys and Compounds
Electrical and Electronic EngineeringEngineering
15
Article|61 citations·2020
Two-terminal artificial synapse with hybrid organic–inorganic perovskite (CH3NH3)PbI3 and low operating power energy (∼47 fJ/μm2)
Bon‐Cheol Ku, Bonkee Koo, A.S. Sokolov, Min Jae Ko, Changhwan Choi
SJR Q1Journal of Alloys and Compounds
Electrical and Electronic EngineeringEngineering

Research Areas

Electrical and Electronic EngineeringMaterials ChemistryAccountingCondensed Matter PhysicsElectronic, Optical and Magnetic MaterialsAtomic and Molecular Physics, and Optics

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