3 papers
cs.LG2024
Deep Learning for Prediction and Classifying the Dynamical behaviour of Piecewise Smooth Maps
Vismaya V S, Bharath V Nair, Sishu Shankar Muni
This paper explores the prediction of the dynamics of piecewise smooth maps using various deep learning models. We have shown various novel ways of predicting the dynamics of piece…
cs.CR2024
Deep Learning and Chaos: A combined Approach To Image Encryption and Decryption
Bharath V Nair, Vismaya V S, Sishu Shankar Muni +1
In this paper, we introduce a novel image encryption and decryption algorithm using hyperchaotic signals from the novel 3D hyperchaotic map, 2D memristor map, Convolutional Neural…
cs.LG2024
Comparative Analysis of Predicting Subsequent Steps in Hénon Map
Vismaya V S, Alok Hareendran, Bharath V Nair +2
This paper explores the prediction of subsequent steps in Hénon Map using various machine learning techniques. The Hénon map, well known for its chaotic behaviour, finds applicat…