99 citations
4 papers
Emergent synchrony in oscillator networks with adaptive arbitrary-order interactions
Dhrubajyoti Biswas, Arpan Banerjee
Dynamics of complex systems are often driven by interactions that extend beyond pairwise links, underscoring the need to establish a correspondence between interpretable system par…
Resilience in multiplex networks by addition of cross-repulsive links
Suman Saha
A multiplex network of identical dynamical units becomes resilient against parameter perturbation by adding selective linear diffusive cross-coupling links. A parameter drift at an…
Generative framework for dimensionality reduction of large scale network of non-linear dynamical systems driven by external input
Shrey Dutta, Dipanjan Roy, Arpan Banerjee
Several studies have proposed constraints under which a low dimensional representation can be derived from large-scale real-world networks exhibiting complex nonlinear dynamics. Ty…
High Accuracy Classification of Parkinson's Disease through Shape Analysis and Surface Fitting in I-Ioflupane SPECT Imaging
R. Prashanth, Sumantra Dutta Roy, Pravat K. Mandal +1
Early and accurate identification of parkinsonian syndromes (PS) involving presynaptic degeneration from non-degenerative variants such as Scans Without Evidence of Dopaminergic De…