Implementing the analogous neural network using chaotic strange attractors

BU Kesgin, U Teğin - Communications Engineering, 2024 - nature.com
Abstract Machine learning studies need colossal power to process massive datasets and
train neural networks to reach high accuracies, which have become gradually …

Extreme events in a damped Korteweg–de Vries (KdV) autonomous system: A comprehensive analysis

K Thamilmaran, T Bhagyaraj, S Sabarathinam - Chaos, Solitons & Fractals, 2024 - Elsevier
This manuscript explores extreme events in a three-dimensional, damped Korteweg–de
Vries (KdV) autonomous system that is derived from the jerk system with a modified basin …

Experimental Observation of Extreme Events in the Shimizu Morioka Oscillator

K Thamilmaran, T Thamilvizhi… - … Journal of Bifurcation …, 2023 - World Scientific
In this study, we investigate the occurrence of dragon-king extreme events in a three-
dimensional autonomous Shimizu–Morioka oscillator. We observe that the bounded chaotic …

Mitigation of extreme events in an excitable system

R Shashangan, S Sudharsan… - … Physical Journal Plus, 2024 - epjplus.epj.org
Formulating mitigation strategies is one of the main aspect in the dynamical study of extreme
events. Apart from the effective control, easy implementation of the devised tool should also …

Extreme events in locally coupled bursting neurons

AR Sree, D Ghosh - arXiv preprint arXiv:2408.06805, 2024 - arxiv.org
We report a new mechanism through which extreme events with a dragon king-like
distribution emerge in a network of locally coupled Hindmarsh-Rose bursting neurons. We …

Unraveling the dynamics of a flux coupled Chialvo neurons and the existence of extreme events

S Kanagaraj, P Durairaj, A Karthikeyan… - Cognitive …, 2024 - Springer
To illustrate the occurrences of extreme events in the neural system we consider a pair of
Chialvo neuron maps. Importantly, we explore the dynamics of the proposed system by …

Super extreme events and dragon kings in a memristive coupled Rulkov maps

P Durairaj, S Kanagaraj, A Karthikeyan… - The European Physical …, 2024 - Springer
Unforeseeable rare events, referred to as extreme events (EEs), can occur in various real-
world contexts. When comparing EEs, the super EEs and dragon kings are the most harmful …

Transition to extreme events in a coupled memristive Hindmarsh–Rose neuron system

SD Vijay, K Thamilmaran, AI Ahamed - The European Physical Journal …, 2024 - Springer
The sharing of action potentials between the brain cells allows for communication between
them. The improper transfer of these action potentials between them may probably be the …