Nonlinear Dynamics, Год журнала: 2025, Номер unknown
Опубликована: Апрель 21, 2025
Язык: Английский
Chaos An Interdisciplinary Journal of Nonlinear Science, Год журнала: 2025, Номер 35(2)
Опубликована: Фев. 1, 2025
Nonlinear circuits can be tamed to produce similar firing patterns as those detected from biological neurons, and some suitable neural obtained propose reliable neuron models. Capacitor C inductor L contribute energy storage while resistors consume energy, the time constant RC or L/R provides a reference scale for responses. The inclusion of memristors introduces memory effects by coupling flow with historical states circuit. A nonlinear resistor nonlinearity, enriching circuit's dynamic characteristics. In this work, circuit is constructed one branch contains voltage source E. relation between physical variables confirmed memristive oscillator an exact function proposed. Furthermore, equivalent map derived when linear transformation applied sampled oscillator-like neuron. calculated following Helmholtz's theorem, expressed description. It found that periodic state higher than chaotic state, which highlights key role in mode conversion. Noise-induced coherence resonance stochastic induced under external field. adaptive control mechanism influenced Hamilton investigated, revealing its impact on transitions. These findings bridge gap design modeling, providing theoretical insights into applications neuromorphic computing, signal processing, energy-efficient systems.
Язык: Английский
Процитировано
1
Biosystems, Год журнала: 2025, Номер 251, С. 105443 - 105443
Опубликована: Март 3, 2025
Язык: Английский
Процитировано
1
Chaos Solitons & Fractals, Год журнала: 2025, Номер 195, С. 116325 - 116325
Опубликована: Март 19, 2025
Язык: Английский
Процитировано
0
Chinese Journal of Physics, Год журнала: 2025, Номер unknown
Опубликована: Апрель 1, 2025
Язык: Английский
Процитировано
0
Nonlinear Dynamics, Год журнала: 2025, Номер unknown
Опубликована: Апрель 21, 2025
Язык: Английский
Процитировано
0