3 papers
nlin.CD2024
Classification of synchronization in nonlinear systems using ICO learning
J. P. Deka
In this work, we investigate the implications of the differential Hebbian learning rule known as Input-Correlations (ICO) learning in the classification of synchronization in coupl…
nlin.AO2024
ICO learning as a measure of transient chaos in PT-symmetric Liénard systems
J. P. Deka, A. Govindarajan, A. K. Sarma
In this article, we investigate the implications of the unsupervised learning rule known as Input-Correlations (ICO) learning in the nonlinear dynamics of two linearly coupled PT-s…
nlin.AO2023
Anti-Phase Synchronization of Chaos in PT-Symmetric Nonlinear Oscillators
Jyoti Prasad Deka
We investigate the temporal dynamics of the PT-Symmetric nonlinear oscillators in the presence of Duffing nonlinearity for two forms of oscillator configuration. In the former, we…