☆ 4.7 Article

A Fractional-Order Memristive Two-Neuron-Based Hopfield Neuron Network: Dynamical Analysis and Application for Image Encryption

MATHEMATICS (2023)

相关参考文献

注意：仅列出部分参考文献，下载原文获取全部文献信息。

Article Automation & Control Systems

A conservative chaotic system with coexisting chaotic-like attractors and its application in image encryption

Minxiu Yan et al.

Summary: This article introduces a conservative system with infinite chaotic-like attractors, and studies its conservative and chaotic characteristics as well as the coexistence of chaotic-like attractors. The article also designs a digital image encryption scheme using this system, and validates its feasibility and security through multiple indicators.

JOURNAL OF CONTROL AND DECISION (2023)

添加到收藏夹

Article Computer Science, Artificial Intelligence

A discrete memristive neural network and its application for character recognition

Shaobo He et al.

Summary: The design of artificial neural networks based on memristors has received increasing attention from researchers. However, there have been no reports of discrete memristor-based neural networks. In this study, a novel discrete memristor BP neural network is designed. A three-layer discrete memristor BP neural network is built for MNIST-10 handwriting recognition, achieving a high classification accuracy of 97.16%, which demonstrates the effectiveness of the proposed method.

NEUROCOMPUTING (2023)

添加到收藏夹

Article Mathematics, Interdisciplinary Applications

A Fast Hyperchaotic Image Encryption Scheme

Xiaojuan Ma et al.

Summary: In this paper, a fast hyperchaotic image encryption scheme based on RSVM and step-by-step scrambling-diffusion is proposed. The scheme utilizes the RSVM algorithm to generate random one-dimensional arrays of the pixel matrix, which are then used to scramble-diffuse the rows/columns of the pixel matrix. The control parameters of the RSVM algorithm are determined by the SHA-256 of the plaintext pixels, ensuring that even small changes in the plaintext pixels result in significant differences in the ciphertext images. Additionally, the overall time complexity of the scheme is quite low, reducing the time cost significantly.

INTERNATIONAL JOURNAL OF BIFURCATION AND CHAOS (2023)

添加到收藏夹

Article Computer Science, Information Systems

Hyper-chaotic image encryption system based on N+2 ring Joseph algorithm and reversible cellular automata

Xiaojuan Ma et al.

Summary: This paper proposes a hyperchaotic image encryption system based on the improved Joseph algorithm and reversible cellular automata. The encryption algorithm is highly sensitive to the original image and effectively hides pixel information, increasing the encryption performance and resistance against attacks. Simulation experiments and safety analysis demonstrate the algorithm's effectiveness in resisting various attacks.

MULTIMEDIA TOOLS AND APPLICATIONS (2023)

添加到收藏夹

Article Computer Science, Information Systems

One-Dimensional Quadratic Chaotic System and Splicing Model for Image Encryption

Chen Chen et al.

Summary: Digital image transmission is crucial in information transmission, emphasizing the importance of securing image transmission. In this study, a new digital image encryption algorithm based on the splicing model and 1D quadratic chaotic system is proposed after analyzing existing image encryption algorithms. The algorithm divides the plain image into four sub-parts using quaternary coding, ensuring high security by requiring all sub-parts for image recovery. Additionally, the algorithm utilizes a 1D quadratic chaotic system to provide a sufficiently large key space, effectively resisting exhaustive attacks and demonstrating high security and encryption effectiveness.

ELECTRONICS (2023)

添加到收藏夹

Article Mathematics, Interdisciplinary Applications

A family of memristive multibutterfly chaotic systems with multidirectional initial-based offset boosting

Hairong Lin et al.

Summary: In this paper, a simplified multi-piecewise memristor is used to design a family of memristive multibutterfly chaotic systems (MMBCSs). Three MMBCSs are constructed by coupling different numbers of the simplified multi-piecewise memristors into a modified Sprott C system. The constructed MMBCSs can generate connected and unconnected 1D, 2D, and 3D multibutterfly chaotic attractors, and the number and position of butterfly attractors can be easily controlled.

CHAOS SOLITONS & FRACTALS (2023)

添加到收藏夹

Article Engineering, Mechanical

A fast and efficient multiple images encryption based on single-channel encryption and chaotic system

Xinyu Gao et al.

Summary: This paper proposes a multiple-image encryption algorithm based on single-channel scrambling, diffusion, and chaotic system. The algorithm encrypts the image set by fusing and converting from the RGB channel to the HSV channel. For single-channel encryption, scrambling and diffusion operations are performed. The algorithm shows excellent encryption speed and security performance based on performance analysis.

NONLINEAR DYNAMICS (2022)

添加到收藏夹

Article Optics

A new combination chaotic system and its application in a new Bit-level image encryption scheme

Wenjie Zhou et al.

Summary: A new combination chaotic system (NCCS) was proposed for image encryption in this paper, showing larger key space and better cryptographic features. The proposed scheme includes the generation of key streams, image confusion and diffusion operations using NCCS, demonstrating high security and good chaotic behavior.

OPTICS AND LASERS IN ENGINEERING (2022)

添加到收藏夹

Article Mathematics, Interdisciplinary Applications

A new fractional-order chaos system of Hopfield neural network and its application in image encryption

Shaochuan Xu et al.

Summary: In this work, a new fractional-order chaotic system based on the 4-neurons-based HNN model is proposed, and it is solved using the Adomain decomposition method. The proposed system exhibits rich dynamical characteristics with changing orders. A new construction method of multiple hash index chain is designed based on the pseudo-random numbers generated by the system, and an image encryption algorithm is developed using the multiple hash index chain. The experimental results demonstrate the feasibility of the theoretical analysis.

CHAOS SOLITONS & FRACTALS (2022)

添加到收藏夹

Article Physics, Multidisciplinary

Memristive bi-neuron Hopfield neural network with coexisting symmetric behaviors

Chengjie Chen et al.

Summary: This paper presents a simple memristive bi-neuron Hopfield neural network model with electromagnetic induction and demonstrates its symmetric behavior through numerical measures and circuit simulations.

EUROPEAN PHYSICAL JOURNAL PLUS (2022)

添加到收藏夹

Article Computer Science, Information Systems

Session key based fast, secure and lightweight image encryption algorithm

Manish Gupta et al.

Summary: Most of the communications in IoT enabled devices are done in the form of images, which necessitates a secure encryption algorithm to protect them from intruders. This study proposes a fast, secure, and lightweight symmetric image cryptographic algorithm based on session keys, generated using crossover and mutation operators of genetic algorithm. The proposed algorithm uses 64-bit plain text and requires an 80-bit key for image encryption, with 64-bits generated via symmetric hexadecimal key and 16 additional randomly added bits.

MULTIMEDIA TOOLS AND APPLICATIONS (2021)

添加到收藏夹

Article Engineering, Electrical & Electronic

Finite-/Fixed-Time Synchronization of Memristor Chaotic Systems and Image Encryption Application

Leimin Wang et al.

Summary: A unified framework is proposed to address the synchronization problem of memristor chaotic systems via the sliding-mode control method in this paper. The finite-time and fixed-time synchronization of MCSs can be realized simultaneously. Theoretical results are proven through mathematical proofs, and an image encryption algorithm along with its implementation process is developed to demonstrate the application of synchronization.

IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS (2021)

添加到收藏夹

Article Mathematics, Interdisciplinary Applications

Synchronization of a Memristor Chaotic System and Image Encryption

Haoyu Li et al.

Summary: This paper presents a sliding-mode-based controller for finite-time synchronization of Memristor Chaotic Systems (MCSs), and proposes a new image encryption algorithm based on the results of finite-time synchronization. The practicality, effectiveness, and superiority of the controller and encryption algorithm are verified through numerical simulation and statistical performance analysis, especially in potential applications in secure communication.

INTERNATIONAL JOURNAL OF BIFURCATION AND CHAOS (2021)

添加到收藏夹

Article Computer Science, Information Systems

Fractal sorting matrix and its application on chaotic image encryption

Yongjin Xian et al.

Summary: This article introduces a fractal sorting matrix (FSM) and a new global pixel diffusion method based on this matrix cluster for image encryption. Experimental results show that the algorithm is more efficient, secure, and demonstrates better resistance against various attacks compared to other methods.

INFORMATION SCIENCES (2021)

添加到收藏夹

Review Computer Science, Information Systems

Artificial Neural Networks Based Optimization Techniques: A Review

Maher G. M. Abdolrasol et al.

Summary: This paper reviews optimization algorithm techniques based on artificial neural networks, including genetic algorithm, particle swarm optimization, artificial bee colony, etc. These techniques enhance neural networks by manipulating parameters to obtain the best structure network pattern for problem-solving.

ELECTRONICS (2021)

添加到收藏夹

Article Optics

Fractional-order double-ring erbium-doped fiber laser chaotic system and its application on image encryption

Xuejun Li et al.

Summary: This paper proposes a fractional-order double-ring erbium-doped fiber laser chaotic system and studies its dynamic characteristics. Compared to integer-order systems, the fractional-order chaotic system has more complex dynamics and higher sensitivity and randomness. When applied to image encryption algorithms, the system demonstrates good encryption effect and security performance.

OPTICS AND LASER TECHNOLOGY (2021)

添加到收藏夹

Article Computer Science, Artificial Intelligence

Hopfield attractor-trusted neural network: an attack-resistant image encryption

C. Lakshmi et al.

NEURAL COMPUTING & APPLICATIONS (2020)

添加到收藏夹

Article Mathematics, Interdisciplinary Applications

Fractional order neural networks for system identification

C. J. Zuniga Aguilar et al.

CHAOS SOLITONS & FRACTALS (2020)

添加到收藏夹

Article Geochemistry & Geophysics

Context-Aware Convolutional Neural Network for Object Detection in VHR Remote Sensing Imagery

Yiping Gong et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2020)

添加到收藏夹

Article Engineering, Mechanical

Hidden extreme multistability with hyperchaos and transient chaos in a Hopfield neural network affected by electromagnetic radiation

Hairong Lin et al.

NONLINEAR DYNAMICS (2020)

添加到收藏夹

Article Physics, Multidisciplinary

A fractional-order hopfield neural network chaotic system and its circuit realization

Chenguang Ma et al.

EUROPEAN PHYSICAL JOURNAL PLUS (2020)

添加到收藏夹

Article Engineering, Mechanical

Firing multistability in a locally active memristive neuron model

Hairong Lin et al.

NONLINEAR DYNAMICS (2020)

添加到收藏夹

Article Computer Science, Information Systems

An image encryption scheme based on a hybrid model of DNA computing, chaotic systems and hash functions

Ebrahim Zarei Zefreh

MULTIMEDIA TOOLS AND APPLICATIONS (2020)

添加到收藏夹

Article Engineering, Mechanical

Initial offset boosting coexisting attractors in memristive multi-double-scroll Hopfield neural network

Sen Zhang et al.

NONLINEAR DYNAMICS (2020)

添加到收藏夹

Article Computer Science, Artificial Intelligence

A novel image encryption scheme based on DNA sequence operations and chaotic systems

Xiuli Chai et al.

NEURAL COMPUTING & APPLICATIONS (2019)

添加到收藏夹

Article Computer Science, Hardware & Architecture

A new chaotic system with hidden attractor and its engineering applications: analog circuit realization and image encryption

Unal Cavusoglu et al.

ANALOG INTEGRATED CIRCUITS AND SIGNAL PROCESSING (2019)

添加到收藏夹

Article Computer Science, Hardware & Architecture

Nonlinear Dynamics of Three-Neurons-Based Hopfield Neural Networks (HNNs): Remerging Feigenbaum Trees, Coexisting Bifurcations and Multiple Attractors

Z. T. Njitacke et al.

JOURNAL OF CIRCUITS SYSTEMS AND COMPUTERS (2019)

添加到收藏夹

Article Computer Science, Artificial Intelligence

Further results on stability and synchronization of fractional-order Hopfield neural networks

Fengxian Wang et al.

NEUROCOMPUTING (2019)

添加到收藏夹

Article Computer Science, Information Systems

Cosine-transform-based chaotic system for image encryption

Zhongyun Hua et al.

INFORMATION SCIENCES (2019)

添加到收藏夹

Article Optics

A color image encryption algorithm based on Hopfield chaotic neural network

Xing-Yuan Wang et al.

OPTICS AND LASERS IN ENGINEERING (2019)

添加到收藏夹

Article Chemistry, Multidisciplinary

S-Box Based Image Encryption Application Using a Chaotic System without Equilibrium

Xiong Wang et al.

APPLIED SCIENCES-BASEL (2019)

添加到收藏夹

Article Physics, Multidisciplinary

Entropy Analysis and Image Encryption Application Based on a New Chaotic System Crossing a Cylinder

Alaa Kadhim Farhan et al.

ENTROPY (2019)

添加到收藏夹

Article Engineering, Electrical & Electronic

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

Chengjie Chen et al.

AEU-INTERNATIONAL JOURNAL OF ELECTRONICS AND COMMUNICATIONS (2019)

添加到收藏夹

Article Physics, Multidisciplinary

Dynamical analysis, sliding mode synchronization of a fractional-order memristor Hopfield neural network with parameter uncertainties and its non-fractional-order FPGA implementation

Karthikeyan Rajagopal et al.

EUROPEAN PHYSICAL JOURNAL-SPECIAL TOPICS (2019)

添加到收藏夹

Review Computer Science, Information Systems

Comprehensive Review of Artificial Neural Network Applications to Pattern Recognition

Oludare Isaac Abiodun et al.

IEEE ACCESS (2019)

添加到收藏夹

Article Engineering, Electrical & Electronic

Two-neuron-based non-autonomous memristive Hopfield neural network: Numerical analyses and hardware experiments

Quan Xu et al.

AEU-INTERNATIONAL JOURNAL OF ELECTRONICS AND COMMUNICATIONS (2018)

添加到收藏夹

Article Mathematical & Computational Biology

Coexisting Behaviors of Asymmetric Attractors in Hyperbolic-Type Memristor based Hopfield Neural Network

Bocheng Bao et al.

FRONTIERS IN COMPUTATIONAL NEUROSCIENCE (2017)

添加到收藏夹

Article Computer Science, Artificial Intelligence

Stability analysis of fractional-order Hopfield neural networks with discontinuous activation functions

Shuo Zhang et al.

NEUROCOMPUTING (2016)

添加到收藏夹

Article Physics, Multidisciplinary

Dynamical properties and complexity in fractional-order diffusionless Lorenz system

Shaobo He et al.

EUROPEAN PHYSICAL JOURNAL PLUS (2016)

添加到收藏夹

Article Computer Science, Artificial Intelligence

Stability analysis of fractional-order Hopfield neural networks with time delays

Hu Wang et al.

NEURAL NETWORKS (2014)

添加到收藏夹

Review Physics, Applied

Memristor-based neural networks

Andy Thomas

JOURNAL OF PHYSICS D-APPLIED PHYSICS (2013)

添加到收藏夹

Review Management

A review of Hopfield neural networks for solving mathematical programming problems

Ue-Pyng Wen et al.

EUROPEAN JOURNAL OF OPERATIONAL RESEARCH (2009)

添加到收藏夹

Article Multidisciplinary Sciences

The missing memristor found

Dmitri B. Strukov et al.

NATURE (2008)

添加到收藏夹

Article Computer Science, Artificial Intelligence

Hyperchaos and bifurcation in a new class of four-dimensional Hopfield neural networks

Yan Huang et al.

NEUROCOMPUTING (2006)

添加到收藏夹

Article Computer Science, Artificial Intelligence

Hopfield neural networks for optimization: study of the different dynamics

G Joya et al.

NEUROCOMPUTING (2002)

添加到收藏夹

© Peeref 2019-2024. All rights reserved.