陈成杰｜江苏理工学院｜学者主页

2026

Heterogeneous/homogeneous extreme multistability and synchronization in memristor synapse-coupled dual memristive Hopfield neuron network

Yunkai You, Guangzhe Zhao, Chengjie Chen, Chunlong Zhou, Xiaowei Yin, Huiyang Zhao, Yunzhen Zhang

Physica Scripta

DOI

2026

Sigmoid-Activated HNN for Nonlinear Dynamics With Hamilton Energy Analysis and Hardware Implementation

Chengjie Chen, Yunzhen Zhang, Shuang Zhao, L.-P. Chen, Sen Zhang

IEEE Transactions on Industrial Electronics

DOI

2026

Generating multistructure attractor via modified fractal with nonautonomous switching and chaotic path planning application

Yan Yang, Jing Yang, Chengjie Chen, Muhammad Marwan

AEU - International Journal of Electronics and Communications

DOI

2026

Coexistence of infinitely many attractors in cosine-type memristor-driven hopfield neural networks and its application to image encryption

Xiaowei Yin, Guangzhe Zhao, Chengjie Chen, Yunkai You, Chunlong Zhou, Yang Zhang

Cognitive Neurodynamics

DOI

2026

Multistable ReLU-Type Memristive Heterogeneous Neuron Model With Multiscroll Firing Dynamics and Application in Image Secure Communication

Minghui Zhang, Sen Zhang, Yichen Wang, Chengjie Chen, Xin Ding, Zilu Wang

IEEE Internet of Things Journal

DOI

2026

Dual Memristor-Coupled Unidirectional Ring Neural Network: Abundant Hidden Firings and Application in Hardware Image Encryption

Bowen Li, Sen Zhang, Jie Wang, Chengjie Chen, Xin Ding

IEEE Internet of Things Journal

DOI

2025

Dynamic analysis and DNA coding-based image encryption of memristor synapse-coupled hyperchaotic IN-HNN network

Shuang Zhao, Yunzhen Zhang, Xiangjun 湘军 Chen 陈, Bin Gao, Chengjie Chen

Chinese Physics B

DOI

2025

Synchronously adjustable offset boosting and amplitude control in memristive neural network with hardware implementation

Chengjie Chen, Bin Gao, Yang Yu, Shuang Zhao, Yan Ke Yang, Lianyu Chen, Han Bao

Chaos Solitons & Fractals

DOI

2025

A Sigmoid-type memristor and its application in Hopfield neural network

Yunzhen Zhang, Yunkai You, Yin Xiaowei, Yan Hong Cao, Xiang-Qun Zhang, Weihua Xiong, Chengjie Chen

The European Physical Journal Special Topics

DOI

2025

Dynamical analysis and circuit implementation of ReLU-type Hopfield neural network under bipolar pulse stimuli

Chengjie Chen, Bin Gao, Yunzhen Zhang, L.-P. Chen, Shuang Zhao, Yan Yang, Yang Yu

Physica Scripta

DOI

2025

Synchronization and Coupling Dynamics in Memristive Homogeneous and Heterogeneous Hopfield Neural Networks

Chengjie Chen, Han Bao, Yunzhen Zhang, Yang Yu, Shuang Zhao, Yan Yang, L.-P. Chen

IEEE Transactions on Circuits and Systems I Regular Papers

DOI

2025

Dynamic analysis of Hopfield neural network with Sigmoid-type activation function

Yunzhen Zhang, Xiaowei Yin, Chengjie Chen, Guangzhe Zhao, Yunkai You, Shaohua Tao, Weihua Xiong

Physica Scripta

DOI

2025

Coupled Homogeneous Hopfield Neural Networks: Simplest Model Design, Synchronization, and Multiplierless Circuit Implementation

Fu-Hong Min, Chengjie Chen, Neil G. R. Broderick

IEEE Transactions on Neural Networks and Learning Systems

DOI

2025

Initial condition-induced synchronization and chimera state in memristor synapse-coupled memristive Hopfield neural networks

Chengjie Chen, Fu-Hong Min, Yun-Zhen Zhang, Han Bao

Nonlinear dynamics

DOI

2025

Exploring chaotic dynamics in cascaded ReLU-type HNN with current stimuli and memristive electromagnetic induction

Bin Gao, Sichang Xia, Sen Zhang, Yang Yu, Yan Yang, Chengjie Chen, Neil G. R. Broderick

The European Physical Journal Special Topics

DOI

2025

A Novel Memristive Multiscroll Multistable Neural Network With Application to Secure Medical Image Communication

Sen Zhang, Xue-Nan Peng, Xiao-Ping Wang, Chengjie Chen, Zhi-Gang Zeng

IEEE transactions on circuits and systems for video technology (Print)

DOI

2024

Nonautonomous Single Inertial Neuron Model: Coexisting Patterns, Hamilton Energy, and Analog Circuit Implementation

Shuang Zhao, Joon Huang Chuah, Anis Salwa Mohd Khairuddin, Yunzhen Zhang, Chengjie Chen

International Journal of Bifurcation and Chaos

DOI

2024

Single inertial neuron with forced bipolar pulse: chaotic dynamics, circuit implementation, and color image encryption

Shuang Zhao, Joon Huang Chuah, Anis Salwa Mohd Khairuddin, Chengjie Chen

Physica Scripta

DOI

2024

Multidirectional Multidouble-Scroll Hopfield Neural Network With Application to Image Encryption

Sen Zhang, Chengjie Chen, Yunzhen Zhang, Jianming Cai, Xiaoping Wang, Zhigang Zeng

IEEE Transactions on Systems Man and Cybernetics Systems

DOI

2024

Non-Autonomous ReLU-Type Hopfield Neural Network Model

Chengjie Chen, Bin Gao, Yang Yu, Lei Zhu, Shuang Zhao, Sen Zhang

International Conference on Computing, Networking and Communications

DOI

2024

Memristor Synapse-Driven Simplified Hopfield Neural Network: Hidden Dynamics, Attractor Control, and Circuit Implementation

Chengjie Chen, Fu-Hong Min, Jianming Cai, Han Bao

IEEE Transactions on Circuits and Systems Part 1: Regular Papers

DOI

2023

基于模拟电感的蔡氏电路硬件实验

闵富红，胡飞，许彦武，陈成杰

《电气电子教学学报》

2023

Initial-condition effects on ReLU-type hyper-jerk system and its application in image encryption

Yun-Zhen Zhang, Da-Ao Peng, Chengjie Chen, Guang-Zhe Zhao, Xiang-Qun Zhang

Physica Scripta

DOI

2023

Relu-Type Hopfield Neural Network with Analog Hardware Implementation

Chengjie Chen, Fu-Hong Min, Yun-Zhen Zhang, Han Bao

Social Science Research Network

DOI

2023

Analog/digital circuit simplification for Hopfield neural network

Chengjie Chen, Fu-Hong Min, Fei Hu, Jianming Cai, Yun-Zhen Zhang

Chaos, Solitons & Fractals

DOI

2022

ReLU-type memristor-based Hopfield neural network

Chengjie Chen, Fu-Hong Min

The European Physical Journal Special Topics

DOI

2022

Memristive bi-neuron Hopfield neural network with coexisting symmetric behaviors

Chengjie Chen, Fu-Hong Min

The European Physical Journal Plus

DOI

2021

Bipolar Pulse-induced Coexisting Symmetric Attractors in Hopfield Neural Network

Chengjie Chen, Fu-Hong Min

International Conference on Computing, Networking and Communications

DOI

2021

2-D Piecewise-Linear Neuron Model

H. Bao, Chengjie Chen, Yi-Hua Hu, Mo Chen, B. Bao

IEEE Transactions on Circuits and Systems - II - Express Briefs

DOI

2021

Multi-stable patterns coexisting in memristor synapse-coupled Hopfield neural network

Mo Chen, Chengjie Chen, Bo-Cheng Bao, Quan Xu

Mem-elements for Neuromorphic Circuits with Artificial Intelligence Applications

DOI

2021

Neural Bursting and Synchronization Emulated by Neural Networks and Circuits

Hai-Rong Lin, Chunhua Wang, Chengjie Chen, Yi-Chuang Sun, Chao Zhou, Cong Xu, Qin Hong

IEEE Transactions on Circuits and Systems Part 1: Regular Papers

DOI

2021

Memristive electromagnetic induction effects on Hopfield neural network

Chengjie Chen, Fu-Hong Min, Yun-Zhen Zhang, B. Bao

Nonlinear dynamics

DOI

2020

忆阻突触耦合Hopfield神经网络的初值敏感动力学

陈墨，陈成杰，包伯成，徐权

《电子与信息学报》

2020

Initial Sensitive Dynamics in Memristor Synapse-coupled Hopfield Neural Network

Mo Chen, Chengjie Chen, Bo-Cheng Bao, Quan Xu

DOI

2019

Dynamical Effects of Neuron Activation Gradient on Hopfield Neural Network: Numerical Analyses and Hardware Experiments

B. Bao, Chengjie Chen, H. Bao, Xi Zhang, Quan Xu, Mo Chen

International Journal of Bifurcation and Chaos in Applied Sciences and Engineering

DOI

2019

Non-ideal memristor synapse-coupled bi-neuron Hopfield neural network: Numerical simulations and breadboard experiments

Chengjie Chen, H. Bao, Mo Chen, Quan Xu, B. Bao

AEU - International Journal of Electronics and Communications

DOI

2019

Coexisting multi-stable patterns in memristor synapse-coupled Hopfield neural network with two neurons

Chengjie Chen, Jingqi Chen, H. Bao, Mo Chen, B. Bao

Nonlinear dynamics

DOI

2019

A Simple Nonautonomous Hidden Chaotic System with a Switchable Stable Node-Focus

B. Bao, Jiaoyan Luo, H. Bao, Chengjie Chen, Hua-Gan Wu, Quan Xu

International Journal of Bifurcation and Chaos in Applied Sciences and Engineering

DOI

精选作品

期刊论文

Heterogeneous/homogeneous extreme multistability and synchronization in memristor synapse-coupled dual memristive Hopfield neuron network

Sigmoid-Activated HNN for Nonlinear Dynamics With Hamilton Energy Analysis and Hardware Implementation

Generating multistructure attractor via modified fractal with nonautonomous switching and chaotic path planning application

Coexistence of infinitely many attractors in cosine-type memristor-driven hopfield neural networks and its application to image encryption

Multistable ReLU-Type Memristive Heterogeneous Neuron Model With Multiscroll Firing Dynamics and Application in Image Secure Communication

Dual Memristor-Coupled Unidirectional Ring Neural Network: Abundant Hidden Firings and Application in Hardware Image Encryption

Dynamic analysis and DNA coding-based image encryption of memristor synapse-coupled hyperchaotic IN-HNN network

Synchronously adjustable offset boosting and amplitude control in memristive neural network with hardware implementation

A Sigmoid-type memristor and its application in Hopfield neural network

Dynamical analysis and circuit implementation of ReLU-type Hopfield neural network under bipolar pulse stimuli

Synchronization and Coupling Dynamics in Memristive Homogeneous and Heterogeneous Hopfield Neural Networks

Dynamic analysis of Hopfield neural network with Sigmoid-type activation function

Coupled Homogeneous Hopfield Neural Networks: Simplest Model Design, Synchronization, and Multiplierless Circuit Implementation

Initial condition-induced synchronization and chimera state in memristor synapse-coupled memristive Hopfield neural networks

Exploring chaotic dynamics in cascaded ReLU-type HNN with current stimuli and memristive electromagnetic induction

A Novel Memristive Multiscroll Multistable Neural Network With Application to Secure Medical Image Communication

Nonautonomous Single Inertial Neuron Model: Coexisting Patterns, Hamilton Energy, and Analog Circuit Implementation

Single inertial neuron with forced bipolar pulse: chaotic dynamics, circuit implementation, and color image encryption

Multidirectional Multidouble-Scroll Hopfield Neural Network With Application to Image Encryption

Non-Autonomous ReLU-Type Hopfield Neural Network Model

Memristor Synapse-Driven Simplified Hopfield Neural Network: Hidden Dynamics, Attractor Control, and Circuit Implementation

基于模拟电感的蔡氏电路硬件实验

Initial-condition effects on ReLU-type hyper-jerk system and its application in image encryption

Relu-Type Hopfield Neural Network with Analog Hardware Implementation

Analog/digital circuit simplification for Hopfield neural network

ReLU-type memristor-based Hopfield neural network

Memristive bi-neuron Hopfield neural network with coexisting symmetric behaviors

Bipolar Pulse-induced Coexisting Symmetric Attractors in Hopfield Neural Network

2-D Piecewise-Linear Neuron Model

Multi-stable patterns coexisting in memristor synapse-coupled Hopfield neural network

Neural Bursting and Synchronization Emulated by Neural Networks and Circuits

Memristive electromagnetic induction effects on Hopfield neural network

忆阻突触耦合Hopfield神经网络的初值敏感动力学

Initial Sensitive Dynamics in Memristor Synapse-coupled Hopfield Neural Network

Dynamical Effects of Neuron Activation Gradient on Hopfield Neural Network: Numerical Analyses and Hardware Experiments

Non-ideal memristor synapse-coupled bi-neuron Hopfield neural network: Numerical simulations and breadboard experiments

Coexisting multi-stable patterns in memristor synapse-coupled Hopfield neural network with two neurons

A Simple Nonautonomous Hidden Chaotic System with a Switchable Stable Node-Focus

研究方向