Brain-lateralized reservoirs: Neuro-anatomically constrained echo state networks for chaotic and physiological signals. - Pradeep Singh; Shreyas Rajesh Dahale; Yash; Shruti Gupta; Balasubramanian Raman (Knowl. Based Syst., 2025)

Hierarchical fractal reservoirs: Unsupervised multiscale symbolic graphs for long-horizon prediction of chaotic flows. - Pradeep Singh; Shradhdha Agrawal; Shreyas Rajesh Dahale; Sutirtha Ghosh; Balasubramanian Raman (Neurocomputing, 2026)