A review for dynamic analysis and control of memristive neural networks DOI
Yingjie Fan, Zhen Wang

Nonlinear Dynamics, Journal Year: 2024, Volume and Issue: unknown

Published: Dec. 12, 2024

Language: Английский

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

Citations

0

Numerical approach and physical description for a two-capacitive neuron and its adaptive network dynamics DOI
Yixuan Chen, Qun Guo,

Xiaofeng Zhang

et al.

Chaos Solitons & Fractals, Journal Year: 2024, Volume and Issue: 189, P. 115738 - 115738

Published: Nov. 14, 2024

Language: Английский

Citations

0

A review for dynamic analysis and control of memristive neural networks DOI
Yingjie Fan, Zhen Wang

Nonlinear Dynamics, Journal Year: 2024, Volume and Issue: unknown

Published: Dec. 12, 2024

Language: Английский

Citations

0