In this paper, a modified zeroing neurodynamics (MZND) model with immunity to periodic noises is proposed from a control perspective to address time-varying nonlinear equations (TVNE), a common issue in engineering applications. Grounded in the Lyapunov stability theory, this paper provides a thorough assessment of the performance of the MZND model. Through comparative analyses and simulations, the superior performance of the MZND model is validated against existing neurodynamics models.

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[1] xiuchun XIAO, "Modified ZND with Immunity to Periodic Noises for Solving Time-Varying Nonlinear Equations: A Control Perspective", IEEE Dataport, 2024. [Online]. Available: http://dx.doi.org/10.21227/58g5-9726. Accessed: Dec. 08, 2024.
@data{58g5-9726-24,
doi = {10.21227/58g5-9726},
url = {http://dx.doi.org/10.21227/58g5-9726},
author = {xiuchun XIAO },
publisher = {IEEE Dataport},
title = {Modified ZND with Immunity to Periodic Noises for Solving Time-Varying Nonlinear Equations: A Control Perspective},
year = {2024} }
TY - DATA
T1 - Modified ZND with Immunity to Periodic Noises for Solving Time-Varying Nonlinear Equations: A Control Perspective
AU - xiuchun XIAO
PY - 2024
PB - IEEE Dataport
UR - 10.21227/58g5-9726
ER -
xiuchun XIAO. (2024). Modified ZND with Immunity to Periodic Noises for Solving Time-Varying Nonlinear Equations: A Control Perspective. IEEE Dataport. http://dx.doi.org/10.21227/58g5-9726
xiuchun XIAO, 2024. Modified ZND with Immunity to Periodic Noises for Solving Time-Varying Nonlinear Equations: A Control Perspective. Available at: http://dx.doi.org/10.21227/58g5-9726.
xiuchun XIAO. (2024). "Modified ZND with Immunity to Periodic Noises for Solving Time-Varying Nonlinear Equations: A Control Perspective." Web.
1. xiuchun XIAO. Modified ZND with Immunity to Periodic Noises for Solving Time-Varying Nonlinear Equations: A Control Perspective [Internet]. IEEE Dataport; 2024. Available from : http://dx.doi.org/10.21227/58g5-9726
xiuchun XIAO. "Modified ZND with Immunity to Periodic Noises for Solving Time-Varying Nonlinear Equations: A Control Perspective." doi: 10.21227/58g5-9726