AEU - International Journal of Electronics and Communications, Journal Year: 2025, Volume and Issue: unknown, P. 155661 - 155661
Published: Jan. 1, 2025
Language: Английский
AEU - International Journal of Electronics and Communications, Journal Year: 2025, Volume and Issue: unknown, P. 155661 - 155661
Published: Jan. 1, 2025
Language: Английский
Neural Networks, Journal Year: 2023, Volume and Issue: 171, P. 85 - 103
Published: Dec. 5, 2023
Language: Английский
Citations
145IEEE 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
83Chaos Solitons & Fractals, Journal Year: 2024, Volume and Issue: 179, P. 114440 - 114440
Published: Jan. 2, 2024
Language: Английский
Citations
78Chaos Solitons & Fractals, Journal Year: 2023, Volume and Issue: 172, P. 113627 - 113627
Published: June 7, 2023
Language: Английский
Citations
67Chaos Solitons & Fractals, Journal Year: 2023, Volume and Issue: 178, P. 114387 - 114387
Published: Dec. 15, 2023
Language: Английский
Citations
67Chaos Solitons & Fractals, Journal Year: 2024, Volume and Issue: 187, P. 115361 - 115361
Published: Aug. 8, 2024
Language: Английский
Citations
66Chaos Solitons & Fractals, Journal Year: 2023, Volume and Issue: 172, P. 113518 - 113518
Published: May 15, 2023
Language: Английский
Citations
61Applied Mathematical Modelling, Journal Year: 2023, Volume and Issue: 125, P. 351 - 374
Published: Oct. 6, 2023
Language: Английский
Citations
51Chaos Solitons & Fractals, Journal Year: 2024, Volume and Issue: 183, P. 114925 - 114925
Published: April 24, 2024
Language: Английский
Citations
28Nonlinear Dynamics, Journal Year: 2024, Volume and Issue: 112(9), P. 7459 - 7475
Published: March 19, 2024
Language: Английский
Citations
27