Implementing the analogous neural network using chaotic strange attractors
Abstract Machine learning studies need colossal power to process massive datasets and
train neural networks to reach high accuracies, which have become gradually …
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 …
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 …
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 …
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 …
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 …
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 …
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
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 …
them. The improper transfer of these action potentials between them may probably be the …