Simulating neuronal dynamics in fractional adaptive exponential integrate-and-fire models
Sign Up to like & getrecommendations! Published in 2024 at "Fractional Calculus and Applied Analysis"
DOI: 10.1007/s13540-025-00392-7
Abstract: We introduce an efficient discretisation of a novel fractional-order adaptive exponential (FrAdEx) integrate-and-fire model, which is used to study the fractional-order dynamics of neuronal activities. The discretisation is based on an extension of L1-type methods… read more here.
Keywords: adaptive exponential; model; integrate fire; fire ... See more keywords
Adaptive exponential integrate-and-fire model with fractal extension.
Sign Up to like & getrecommendations! Published in 2024 at "Chaos"
DOI: 10.1063/5.0176455
Abstract: The description of neuronal activity has been of great importance in neuroscience. In this field, mathematical models are useful to describe the electrophysical behavior of neurons. One successful model used for this purpose is the… read more here.
Keywords: fractal extension; adaptive exponential; exponential integrate; model ... See more keywords
Convergence Analysis of Adaptive Exponential Functional Link Network
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Neural Networks and Learning Systems"
DOI: 10.1109/tnnls.2020.2979688
Abstract: The adaptive exponential functional link network (AEFLN) is a recently introduced novel linear-in-the-parameters nonlinear filter and is used in numerous nonlinear applications, including system identification, active noise control, and echo cancellation. The improved modeling accuracy… read more here.
Keywords: adaptive exponential; link network; functional link; exponential functional ... See more keywords
Adaptive Exponential Synchronization of Complex Networks With Nondifferentiable Time-Varying Delay.
Sign Up to like & getrecommendations! Published in 2022 at "IEEE transactions on neural networks and learning systems"
DOI: 10.1109/tnnls.2022.3145843
Abstract: In recent years, the adaptive exponential synchronization (AES) problem of delayed complex networks has been extensively studied. Existing results rely heavily on assuming the differentiability of the time-varying delay, which is not easy to verify… read more here.
Keywords: adaptive exponential; time; complex networks; varying delay ... See more keywords