Coherence resonance, parameter estimation and self-regulation in a thermal sensitive neuron DOI Creative Commons
Qun Guo,

Ping Zhou,

Xiaofeng Zhang

et al.

Research Square (Research Square), Journal Year: 2024, Volume and Issue: unknown

Published: Nov. 5, 2024

Abstract In this work, two capacitors connected by a thermistor are used to explore the electrical property of double-layer membrane in neuron, which is sensitive changes temperature and capacitive variables measure potentials for inner outer membrane. The circuit characteristic energy definition neural its equivalent neuron model oscillator form clarified from physical aspect. Considering shape deformation cell under external stimuli injection, intrinsic parameters can be controlled with adaptive growth flow, an control law proposed regulate firing modes accompanying shift. presence noisy excitation, coherence resonance induced confirmed taming noise intensity carefully. distributions CV (coefficient variability) average value < H > vs. provide feasible way predict even stochastic activities. Adaptive parameter observers designed identify unknown model. Our results helpful design thermal-sensitive artificial injecting thermosensitive medium between capacitor plates.

Language: Английский

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

61
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 memristive map neuron under noisy electric field DOI
Feifei Yang, Xinlin Song, Jun Ma

et al.

Chinese Journal of Physics, Journal Year: 2024, Volume and Issue: 91, P. 287 - 298

Published: July 25, 2024

Language: Английский

Citations

21
Coherence resonance and energy dynamics in a memristive map neuron DOI
Zhao Lei, Jun Ma

Chaos An Interdisciplinary Journal of Nonlinear Science, Journal Year: 2025, Volume and Issue: 35(2)

Published: Feb. 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.

Language: Английский

Citations

2
Firing behaviors of memristor-based Rulkov neuron map using energy method DOI
B. J. Liu, Xuenan Peng, Chunlai Li

et al.

AEU - International Journal of Electronics and Communications, Journal Year: 2024, Volume and Issue: 178, P. 155283 - 155283

Published: April 11, 2024

Language: Английский

Citations

9
Novel hyperchaotic system: Implementation to audio encryption DOI
Shuang Zhou, Yanli Yin, Uğur Erkan

et al.

Chaos Solitons & Fractals, Journal Year: 2025, Volume and Issue: 193, P. 116088 - 116088

Published: Feb. 12, 2025

Language: Английский

Citations

1
Dynamics in a light-sensitive neuron with two capacitive variables DOI

Binchi Wang,

Mi Lv,

Xiaofeng Zhang

et al.

Physica Scripta, Journal Year: 2024, Volume and Issue: 99(5), P. 055225 - 055225

Published: March 25, 2024

Abstract Involvement of two capacitive variables into neuron models provides better description the cell membrane property and then diversity effect electromagnetic field inner outer can be estimated in clear way. Specific electric components combined to build equivalent neural circuits for reproducing similar activities under some self-adaptive control schemes. A phototube converts external light stimuli injected energy is encoded excite membranes presenting suitable firing patterns. Two capacitors are connected via a linear resistor mimicking exchange changes potentials. Combination memristor an additive branch circuit estimate induction absorption. The function H this light-sensitive memristive calculated theoretical way, average 〈 〉 predict occurrence stochastic resonance, which confirmed by estimating distribution signal noise ratios. mode relative value neuron, law suggested transition adaptive

Language: Английский

Citations

8
Offset boosting-based attractor doubling of Rulkov neuron DOI
Yongxin Li, Chunbiao Li, Qian-Yuan Tang

et al.

Nonlinear Dynamics, Journal Year: 2024, Volume and Issue: 112(16), P. 14379 - 14392

Published: June 12, 2024

Language: Английский

Citations

5
A neuron with asymmetric memristive channels and nonlinear membrane DOI
Junen Jia, Chunni Wang, Guodong Ren

et al.

Chinese Journal of Physics, Journal Year: 2025, Volume and Issue: unknown

Published: April 1, 2025

Language: Английский

Citations

0
Proposal of a Novel Quaternionic Integer Reversible Racah Transform and a Hyperchaotic System for Secure Encryption of Colored Medical Images DOI

Karim El-Khanchouli,

Nour-Eddine Joudar,

Mhamed Sayyouri

et al.

Expert Systems with Applications, Journal Year: 2025, Volume and Issue: unknown, P. 128024 - 128024

Published: May 1, 2025

Language: Английский

Citations

0