Fractional-order bi-Hopfield neuron coupled via a multistable memristor: Complex neuronal dynamic analysis and implementation with microcontroller DOI
Victor Kamdoum Tamba,

Arsene Loic Mbanda Biamou,

Viet–Thanh Pham

et al.

AEU - International Journal of Electronics and Communications, Journal Year: 2025, Volume and Issue: unknown, P. 155661 - 155661

Published: Jan. 1, 2025

Language: Английский

Memristor-induced hyperchaos, multiscroll and extreme multistability in fractional-order HNN: Image encryption and FPGA implementation DOI Open Access
Xinxin Kong, Fei Yu, Wei Yao

et al.

Neural Networks, Journal Year: 2023, Volume and Issue: 171, P. 85 - 103

Published: Dec. 5, 2023

Language: Английский

Citations

145

A Triple-Memristor Hopfield Neural Network With Space Multistructure Attractors and Space Initial-Offset Behaviors DOI
Hairong Lin, Chunhua Wang, Fei Yu

et al.

IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, Journal Year: 2023, Volume and Issue: 42(12), P. 4948 - 4958

Published: June 20, 2023

Memristors have recently demonstrated great promise in constructing memristive neural networks with complex dynamics. This article proposes a Hopfield network three coupling synaptic weights. The dynamical behaviors of the triple-memristor (TM-HNN), which never been observed previous Hopfield-type networks, include space multistructure chaotic attractors and initial-offset coexisting behaviors. Bifurcation diagrams, Lyapunov exponents, phase portraits, Poincaré maps, basins attraction are used to reveal examine specific Theoretical analysis numerical simulation show that number can be adjusted by changing control parameters memristors, position changed switching initial states memristors. Extreme multistability emerges as result TM-HNN's unique behaviors, making it more suitable for applications based on chaos. Moreover, digital hardware platform is developed well experimentally demonstrated. Finally, we design pseudorandom generator explore potential application proposed TM-HNN.

Language: Английский

Citations

83

Dynamics analysis, synchronization and FPGA implementation of multiscroll Hopfield neural networks with non-polynomial memristor DOI
Fei Yu, Xinxin Kong, Wei Yao

et al.

Chaos Solitons & Fractals, Journal Year: 2024, Volume and Issue: 179, P. 114440 - 114440

Published: Jan. 2, 2024

Language: Английский

Citations

78

Firing pattern in a memristive Hodgkin–Huxley circuit: Numerical simulation and analog circuit validation DOI
Quan Xu, Yiteng Wang, Bei Chen

et al.

Chaos Solitons & Fractals, Journal Year: 2023, Volume and Issue: 172, P. 113627 - 113627

Published: June 7, 2023

Language: Английский

Citations

67

Memristive Hopfield neural network dynamics with heterogeneous activation functions and its application DOI
Quanli Deng, Chunhua Wang, Hairong Lin

et al.

Chaos Solitons & Fractals, Journal Year: 2023, Volume and Issue: 178, P. 114387 - 114387

Published: Dec. 15, 2023

Language: Английский

Citations

67

Review on memristor application in neural circuit and network DOI
Feifei Yang, Jun Ma, Fuqiang Wu

et al.

Chaos Solitons & Fractals, Journal Year: 2024, Volume and Issue: 187, P. 115361 - 115361

Published: Aug. 8, 2024

Language: Английский

Citations

66

A family of memristive multibutterfly chaotic systems with multidirectional initial-based offset boosting DOI
Hairong Lin, Chunhua Wang, Sichun Du

et al.

Chaos Solitons & Fractals, Journal Year: 2023, Volume and Issue: 172, P. 113518 - 113518

Published: May 15, 2023

Language: Английский

Citations

61

A class of 2n+1 dimensional simplest Hamiltonian conservative chaotic systems and fast image encryption schemes DOI
Xinxin Kong, Fei Yu, Wei Yao

et al.

Applied Mathematical Modelling, Journal Year: 2023, Volume and Issue: 125, P. 351 - 374

Published: Oct. 6, 2023

Language: Английский

Citations

51

Model approach of electromechanical arm interacted with neural circuit, a minireview DOI
Jun Ma, Yitong Guo

Chaos Solitons & Fractals, Journal Year: 2024, Volume and Issue: 183, P. 114925 - 114925

Published: April 24, 2024

Language: Английский

Citations

28

A biophysical neuron model with double membranes DOI
Yanni Li, Jun Ma, Ying Xie

et al.

Nonlinear Dynamics, Journal Year: 2024, Volume and Issue: 112(9), P. 7459 - 7475

Published: March 19, 2024

Language: Английский

Citations

27