Echo state property linked to an input: Exploring a fundamental characteristic of recurrent neural networks G Manjunath, H Jaeger Neural computation 25 (3), 671-696, 2013 | 228 | 2013 |
Speech encryption using circulant transformations G Manjunath, GV Anand Proceedings. IEEE international conference on multimedia and expo 1, 553-556, 2002 | 45 | 2002 |
Theory of input driven dynamical systems G Manjunath, P Tino, H Jaeger ESANN 2012 proceedings, 2012 | 20 | 2012 |
Stability and memory-loss go hand-in-hand: three results in dynamics and computation G Manjunath Proceedings of the Royal Society A 476 (2242), 20200563, 2020 | 16* | 2020 |
The dynamics of random difference equations is remodeled by closed relations G Manjunath, H Jaeger SIAM Journal on Mathematical Analysis 46 (1), 459-483, 2014 | 15 | 2014 |
Embedding information onto a dynamical system G Manjunath Nonlinearity 35 (3), 1131, 2022 | 13 | 2022 |
An echo state network imparts a curve fitting G Manjunath IEEE Transactions on Neural Networks and Learning Systems 33 (6), 2596-2604, 2021 | 9 | 2021 |
Denoising signals corrupted by chaotic noise G Manjunath, SS Ganesh, GV Anand Communications in Nonlinear Science and Numerical Simulation 15 (12), 3988-3997, 2010 | 8 | 2010 |
Transport in reservoir computing G Manjunath, JP Ortega Physica D: Nonlinear Phenomena 449, 133744, 2023 | 7 | 2023 |
Universal set of observables for the Koopman operator through causal embedding G Manjunath, A de Clercq arXiv preprint arXiv:2105.10759, 2021 | 6 | 2021 |
Evolving network model that almost regenerates epileptic data G Manjunath Neural computation 29 (4), 937-967, 2017 | 5 | 2017 |
A 3-dimensional piecewise affine map used as a chaotic generator G Manjunath, D Fournier-Prunaret, AK Taha na, 2008 | 5 | 2008 |
Intra-orbit separation of dense orbits of interval maps G Manjunath, SS Ganesh, GV Anand aequationes mathematicae 72, 89-99, 2006 | 4 | 2006 |
Quantifying assays: inhibition of signalling pathways of cancer R Anguelov, G Manjunath, AE Phiri, TT Nyakudya, P Bipath, J C. Serem, ... Mathematical Medicine and Biology: A Journal of the IMA 40 (3), 266-290, 2023 | 3 | 2023 |
Topology-based denoising of chaos G Manjunath, S Sivaji Ganesh, GV Anand Dynamical Systems 24 (4), 501-516, 2009 | 3 | 2009 |
A qualitative analysis of deciphering errors in chaos shift keying G Manjunath, D Fournier-Prunaret International Journal of Bifurcation and Chaos 19 (06), 2085-2092, 2009 | 3 | 2009 |
Construction of Chaotic Maps on Nonconvex Spaces—a Solution to a Csk Deciphering Problem G Manjunath, D Fournier-Prunaret International Journal of Bifurcation and Chaos 20 (08), 2553-2559, 2010 | 2 | 2010 |
Data-driven cold starting of good reservoirs L Grigoryeva, B Hamzi, FP Kemeth, Y Kevrekidis, G Manjunath, JP Ortega, ... arXiv preprint arXiv:2403.10325, 2024 | 1 | 2024 |
Quantifying assays: A Modeling tale of variability in cancer therapeutics assessed on cancer cells R Anguelov, G Manjunath, AE Phiri, TT Nyakudya, P Bipath, JC Serem, ... arXiv preprint arXiv:2207.08449, 2022 | 1 | 2022 |
Strong persistence of an attractor and generalized partial synchronization in a coupled chaotic system G Manjunath, D Fournier-Prunaret Chaos: An Interdisciplinary Journal of Nonlinear Science 21 (2), 2011 | 1 | 2011 |