G. Manjunath

An Echo State Network Imparts a Curve Fitting

G. Manjunath, 2021, IEEE Transactions on Neural Networks and Learning Systems.

Transport in reservoir computing

J. Ortega, G. Manjunath, 2022, Physica D: Nonlinear Phenomena.

Supplementary Material for “Stability and Memory-loss go hand-in-hand: Three Results in Dynamics & Computation”

G. Manjunath, 2020 .

Universal set of Observables for Forecasting Physical Systems through Causal Embedding

G. Manjunath, A. D. Clercq, MJ Steynberg, 2021, 2105.10759.

Universal set of Observables for the Koopman Operator through Causal Embedding

G. Manjunath, A. D. Clercq, 2021, ArXiv.

Stability and memory-loss go hand-in-hand: three results in dynamics and computation

G Manjunath, G. Manjunath, 2020, Proceedings of the Royal Society A.

Memory-Loss is Fundamental for Stability and Distinguishes the Echo State Property Threshold in Reservoir Computing & Beyond pdf

G Manjunath, G. Manjunath, 2020, ArXiv.