Dynamic analysis of high dimensional HNN with logistic-based memristors and application in military image encryption

The missing memristor found

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Neurons with graded response have collective computational properties like those of two-state neurons.

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Shil'nikov's theorem-a tutorial

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Memristor-induced hyperchaos, multiscroll and extreme multistability in fractional-order HNN: Image encryption and FPGA implementation

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Dynamics analysis, synchronization and FPGA implementation of multiscroll Hopfield neural networks with non-polynomial memristor

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Constructing Multiscroll Memristive Neural Network With Local Activity Memristor and Application in Image Encryption

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A New Hyperchaotic Map Based on Discrete Memristor and Meminductor: Dynamics Analysis, Encryption Application, and DSP Implementation

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A Memristive Fully Connect Neural Network and Application of Medical Image Encryption Based on Central Diffusion Algorithm

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Generating Any Number of Initial Offset-Boosted Coexisting Chua’s Double-Scroll Attractors via Piecewise-Nonlinear Memristor

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High-dimensional memristive neural network and its application in commercial data encryption communication

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A novel memristor-based hyperchaotic hybrid encryption system with DNA for image encryption on the Jetson TX2

Ulutas, H. (2025) · Scientific Reports · doi:10.1038/s41598-025-21604-3 · Cited by 17

A robust color image encryption algorithm based on 2D-SQSM hyperchaotic map and cyclic shift scrambling

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Offset-controlled plane dynamics in dual memristors-radiated discrete Hopfield neuron

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A novel hybrid medical image encryption scheme based on memristive chaos and DNA-ARX-3DES with Real-Time implementation

Süzgen, E. E., Şahin, M. E., & Ulutaş, H. (2026) · Scientific Reports · doi:10.1038/s41598-026-36824-4 · Cited by 7

Multi-image encryption algorithm based on three-dimensional simplified quadratic sine map and global index swizzle

Liu, F., & Wu, S. (2026) · Physica Scripta · doi:10.1088/1402-4896/ae3445 · Cited by 3

A full memristive synapse-connected neural network with modulated dynamics and its application in power IoT

Zhang, X., Wang, C., Lin, H., Zhang, Y., 张宏莉, & Ma, P. (2026) · Nonlinear Dynamics · doi:10.1007/s11071-026-12627-0 · Cited by 1

Initial-offset boosted multistability in a novel memristor-regulated hyperchaotic neuron model

Ma, T., Mou, J., & Chen, W. (2026) · Nonlinear Dynamics · doi:10.1007/s11071-026-12995-7 · Cited by 1

Dynamic analysis, synchronization and encryption application of a novel 5D memristor chaotic system

Li, C., Qu, S., Zhang, C., & xiang, C. (2025) · Physica Scripta · doi:10.1088/1402-4896/ae11de

Dynamic analysis of spatial multi-structure Hopfield neural networks with extreme multi-stable homogeneous attractors based on ISRU memristor coupling

Sun, J., Shen, M., Wang, Z., & Wang, Y. (2026) · Chaos Solitons & Fractals · doi:10.1016/j.chaos.2026.118421

Fourier series-based nD chaotic system for multi-modal medical data encryption in IoT healthcare scenarios

Xu, A., Meng, R., & Zhao, Y. (2026) · Journal of King Saud University - Computer and Information Sciences · doi:10.1007/s44443-026-00760-0

Image encryption algorithm based on 2D-CICFM using cross-granularity sinusoidal-Joseph coupled permutation and bidirectional interleaved-bitplane diffusion

Liu, Y., & Liu, X. (2026) · Chaos Solitons & Fractals · doi:10.1016/j.chaos.2026.118579

Chaotic and complex dynamics expose the limits of counterfactual reasoning

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Memristor-based hyperchaotic map integrated with revamped gorilla troops optimizer (RGTO) algorithm for image encryption applications

Sakthi Kumar, B., & Revathi, R. (2026) · Systems and Soft Computing · doi:10.1016/j.sasc.2026.200524

YOLO-based semantic adaptive steganography driven by a locally active memristor hyperchaotic system

Huang, L., & Li, J. (2026) · Chaos Solitons & Fractals · doi:10.1016/j.chaos.2026.118663

Multi-image encryption algorithm based on the new three-dimensional chaotic map and the infinite hotel paradox

Wang, Z., Wang, C., Zhang, S., 张宏莉, & Yang, J. (2026) · Nonlinear Dynamics · doi:10.1007/s11071-026-12789-x

Towards fast, secure, and robust confidential image encryption scheme based on new infinite-domain chaos

Liu, H., An, Y., Teng, L., & Liu, P. (2026) · Information Sciences · doi:10.1016/j.ins.2026.123904

Hyperchaotic dynamics of dual-memristor Rulkov neurons with application to hardware audio encryption

Pu, X., Qi, H., Liu, X., Xiong, L., Zeng, X., Liu, G., & Zhang, Z. (2026) · Expert Systems with Applications · doi:10.1016/j.eswa.2026.134022

Memristive HNN-based chaotic enhancement Q-learning algorithm for UAV path planning in 3D unknown environments

Li, R., Wang, Z., Wang, Y., & Sun, J. (2026) · Chaos Solitons & Fractals · doi:10.1016/j.chaos.2026.118984

Nonlinear Coupling Strength‐Driven Synchronization Optimization for High‐Dimensional HNN Chaotic Model: FPGA Implementation and Image Encryption Application

Li, Z., Yang, L., & Jin, J. (2026) · Concurrency and Computation Practice and Experience · doi:10.1002/cpe.70946

An ATPAF-based multi-scroll memristive hopfield neural network and its application to image encryption

Deng, S., Jin, J., Chen, S., Chen, C., & Yu, F. (2026) · The European Physical Journal Plus · doi:10.1140/epjp/s13360-026-08349-2

A High‐Performance Image Encryption System Using Vectorised DNA and Modular Tangent Chaotic Maps

Khairullah, M. K., Baharuddin, M. Z. B., Thabit, R., Osman, K. B., Alomari, M. A., Saif, F. A., & Barraood, S. O. (2026) · IET Image Processing · doi:10.1049/ipr2.70503

A dual-neuron memristive hopfield neural network and its application in image encryption

Liu, L., Huang, Y., Chen, Z., Chen, C., Chen, L., Yao, W., & Jin, J. (2025) · Nonlinear Dynamics · doi:10.1007/s11071-025-11141-z · Cited by 14

Dynamic analysis of spatial multi-structure Hopfield neural networks with extreme multi-stable homogeneous attractors based on ISRU memristor coupling

Sun, J., Shen, M., Wang, Z., & Wang, Y. (2026) · Chaos Solitons & Fractals · doi:10.1016/j.chaos.2026.118421

Application of Memristor Coupled Hopfield Neural Network in Image Encryption

Gao, H., Yan, H., & Xu, H. (2025) · IEEE International Conference on Information Systems and Computer Aided Education (ICISCAE) · doi:10.1109/iciscae66104.2025.11307739

A novel memristive Hopfield neural network with grid attractor and its application in image encryption

Guo, A., & Fan, C. (2025) · Physica A Statistical Mechanics and its Applications · doi:10.1016/j.physa.2025.131005 · Cited by 4

Memristive Hopfield Neural Network with Hidden Multiple Attractors and Its Application in Color Image Encryption

Hu, Z., & Zhao, Z. (2025) · Mathematics · doi:10.3390/math13243972 · Cited by 4