WD
William L. Ditto
Nonlinear DynamicsModels, Neurologicalnlin.CDAlgorithmsastro-ph.SRcs.LGnonlinear dynamicscs.NEDisease Models, AnimalLogic
On Valency
published · living versionsW_4jrbsgnu·v1 · currentpublished
W_pkrq9jxr·v1published
Preprints & journals
83 papers in the corpus · 1989–2025Growing Neural Networks: Dynamic Evolution through Gradient Descent2501.18012v2 · Anil Radhakrishnan, John F. Lindner, Scott T. Miller et al.2025 · 1 citationProceedings of the Royal Society A, volume 481, issue 2318, pages 20250222(1-15) (16 July 2025)
Neuronal diversity can improve machine learning for physics and beyond.37634029 · Choudhary, Anshul, Radhakrishnan, Anil, Lindner, John F et al.2023 · 6 citationsScientific reports. 2023;13(1):13962
Solving two-dimensional quantum eigenvalue problems using physics-informed machine learning2302.01413v1 · Elliott G. Holliday, John F. Lindner, William L. Ditto2023 · 0 citationsarXiv
Construction of logic gates exploiting resonance phenomena in nonlinear systems.33455552 · Murali, K, Rajasekar, S, Aravind, Manaoj V et al.2021 · 38 citationsPhilosophical transactions. Series A, Mathematical, physical, and engineering sciences. 2021;379(2192):20200238
Forecasting Hamiltonian dynamics without canonical coordinates2010.15201v1 · Anshul Choudhary, John F. Lindner, Elliott G. Holliday et al.2020 · 32 citationsarXiv
Closing editorial: Forecasting of epidemic spreading: lessons learned from the current covid-19 pandemic.32952315 · Boccaletti, Stefano, Mindlin, Gabriel, Ditto, William et al.2020 · 10 citationsChaos, solitons, and fractals. 2020;139:110278
Mastering high-dimensional dynamics with Hamiltonian neural networks2008.04214v1 · Scott T. Miller, John F. Lindner, Anshul Choudhary et al.2020 · 5 citationsarXiv
Physics-enhanced neural networks learn order and chaos.32688545 · Choudhary, Anshul, Lindner, John F, Holliday, Elliott G et al.2020 · 81 citationsPhysical review. E. 2020;101(6-1):062207
Modeling and forecasting of epidemic spreading: The case of Covid-19 and beyond.32288357 · Boccaletti, Stefano, Ditto, William, Mindlin, Gabriel et al.2020 · 207 citationsChaos, solitons, and fractals. 2020;135:109794
Nonlinear dynamics based machine learning: Utilizing dynamics-based flexibility of nonlinear circuits to implement different functions.32126089 · Kia, Behnam, Mendes, Allen, Parnami, Akshay et al.2020 · 30 citationsPloS one. 2020;15(3):e0228534
Chaotic attractor hopping yields logic operations.30576323 · Murali, K, Sinha, Sudeshna, Kohar, Vivek et al.2019 · 24 citationsPloS one. 2018;13(12):e0209037
Nonlinear dynamics as an engine of computation.28115619 · Kia, Behnam, Lindner, John F, Ditto, William L2019 · 35 citationsPhilosophical transactions. Series A, Mathematical, physical, and engineering sciences. 2017;375(2088)
Detecting and characterizing high-frequency oscillations in epilepsy: a case study of big data analysis.28280577 · Huang, Liang, Ni, Xuan, Ditto, William L et al.2023 · 11 citationsRoyal Society open science. 2017;4(1):160741
Superlinearly scalable noise robustness of redundant coupled dynamical systems.27078350 · Kohar, Vivek, Kia, Behnam, Lindner, John F et al.2016 · 5 citationsPhysical review. E. 2016;93(3):032213
Simple nonlinear models suggest variable star universality1510.04719v1 · John F. Lindner, Vivek Kohar, Behnam Kia et al.2015 · 8 citationsarXiv
Exploiting chaos for applications.26428568 · Ditto, William L, Sinha, Sudeshna2015 · 25 citationsChaos (Woodbury, N.Y.). 2015;25(9):097615
Nonlinear dynamics based digital logic and circuits.26029096 · Kia, Behnam, Lindner, John F, Ditto, William L2015 · 25 citationsFrontiers in computational neuroscience. 2015;9:49
Strange nonchaotic stars.25699444 · Lindner, John F, Kohar, Vivek, Kia, Behnam et al.2015 · 86 citationsPhysical review letters. 2015;114(5):054101
Noise tolerant spatiotemporal chaos computing.25554030 · Kia, Behnam, Kia, Sarvenaz, Lindner, John F et al.2015 · 19 citationsChaos (Woodbury, N.Y.). 2014;24(4):043110
Coupling Reduces Noise1409.5186v1 · Behnam Kia, Sarvenaz Kia, John F. Lindner et al.2014 · 9 citationsInternational Journal of Bifurcation and Chaos 25.03 (2015): 1550040
Pulsation period variations in the RRc Lyrae star KIC 55208781409.1265v2 · Michael Hippke, John G. Learned, A. Zee et al.2014 · 23 citationsApJ, 798, 42 (2015)on Valency
Phase shift in the 24-hour rhythm of hippocampal EEG spiking activity in a rat model of temporal lobe epilepsy.23678009 · Stanley, David A, Talathi, Sachin S, Parekh, Mansi B et al.2014 · 12 citationsJournal of neurophysiology. 2013;110(5):1070-86
Unstable periodic orbits and noise in chaos computing.22225394 · Kia, Behnam, Dari, Anna, Ditto, William L et al.2012 · 19 citationsChaos (Woodbury, N.Y.). 2011;21(4):047520
Logical stochastic resonance with correlated internal and external noises in a synthetic biological logic block.22225395 · Dari, Anna, Kia, Behnam, Bulsara, Adi R et al.2012 · 49 citationsChaos (Woodbury, N.Y.). 2011;21(4):047521
Chaos computing in terms of periodic orbits.22060475 · Kia, Behnam, Spano, Mark L, Ditto, William L2012 · 13 citationsPhysical review. E, Statistical, nonlinear, and soft matter physics. 2011;84(3 Pt 2):036207
Stochastic amplification of calcium-activated potassium currents in Ca2+ microdomains.21538141 · Stanley, David Arthur, Bardakjian, Berj L, Spano, Mark L et al.2012 · 9 citationsJournal of computational neuroscience. 2011;31(3):647-66
Noise-aided computation within a synthetic gene network through morphable and robust logic gates.21599203 · Dari, Anna, Kia, Behnam, Wang, Xiao et al.2011 · 48 citationsPhysical review. E, Statistical, nonlinear, and soft matter physics. 2011;83(4 Pt 1):041909
Introduction to focus issue: intrinsic and designed computation: information processing in dynamical systems--beyond the digital hegemony.20887067 · Crutchfield, James P, Ditto, William L, Sinha, Sudeshna2011 · 90 citationsChaos (Woodbury, N.Y.). 2010;20(3):037101
Chaogates: morphing logic gates that exploit dynamical patterns.20887073 · Ditto, William L, Miliotis, A, Murali, K et al.2011 · 65 citationsChaos (Woodbury, N.Y.). 2010;20(3):037107
Support vector machines for seizure detection in an animal model of chronic epilepsy.20404397 · Nandan, Manu, Talathi, Sachin S, Myers, Stephen et al.2010 · 52 citationsJournal of neural engineering. 2010;7(3):036001
A noise-assisted reprogrammable nanomechanical logic gate.20218630 · Guerra, Diego N, Bulsara, Adi R, Ditto, William L et al.2010 · 181 citationsNano letters. 2010;10(4):1168-71
Granger causality relationships between local field potentials in an animal model of temporal lobe epilepsy.20304005 · Cadotte, Alex J, DeMarse, Thomas B, Mareci, Thomas H et al.2010 · 45 citationsJournal of neuroscience methods. 2010;189(1):121-9
Effects of phase on homeostatic spike rates.20237936 · Fisher, Nicholas, Talathi, Sachin S, Carney, Paul R et al.2010 · 5 citationsBiological cybernetics. 2010;102(5):427-40
Synchrony with shunting inhibition in a feedforward inhibitory network.20135213 · Talathi, Sachin S, Hwang, Dong-Uk, Carney, Paul R et al.2010 · 9 citationsJournal of computational neuroscience. 2010;28(2):305-21
Predicting synchrony in heterogeneous pulse coupled oscillators.19792152 · Talathi, Sachin S, Hwang, Dong-Uk, Miliotis, Abraham et al.2009 · 14 citationsPhysical review. E, Statistical, nonlinear, and soft matter physics. 2009;80(2 Pt 1):021908
Circadian control of neural excitability in an animal model of temporal lobe epilepsy.19368864 · Talathi, Sachin S, Hwang, Dong-Uk, Ditto, William L et al.2009 · 36 citationsNeuroscience letters. 2009;455(2):145-9
Reliable logic circuit elements that exploit nonlinearity in the presence of a noise floor.19392115 · Murali, K, Sinha, Sudeshna, Ditto, William L et al.2009 · 212 citationsPhysical review letters. 2009;102(10):104101
Temporal lobe epilepsy: anatomical and effective connectivity.19273040 · Cadotte, Alex J, Mareci, Thomas H, DeMarse, Thomas B et al.2009 · 27 citationsIEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society. 2009;17(3):214-23
Temporal spike pattern learning.18851076 · Talathi, Sachin S, Abarbanel, Henry D I, Ditto, William L2008 · 5 citationsPhysical review. E, Statistical, nonlinear, and soft matter physics. 2008;78(3 Pt 1):031918
Flexible Logic from Neuronal Dynamics0806.0537v1 · Abraham Miliotis, Sachin S. Talathi, William L. Ditto2008 · 0 citationsarXiv
Chaos computing: ideas and implementations.17698465 · Ditto, William L, Murali, K, Sinha, Sudeshna2008 · 43 citationsPhilosophical transactions. Series A, Mathematical, physical, and engineering sciences. 2008;366(1865):653-64
Non-parametric early seizure detection in an animal model of temporal lobe epilepsy.18310814 · Talathi, Sachin S, Hwang, Dong-Uk, Spano, Mark L et al.2008 · 27 citationsJournal of neural engineering. 2008;5(1):85-98
Spike timing dependent plasticity promotes synchrony of inhibitory networks in the presence of heterogeneity.18297384 · Talathi, Sachin S, Hwang, Dong-Uk, Ditto, William L2009 · 31 citationsJournal of computational neuroscience. 2008;25(2):262-81
Introduction: Cardiovascular physics.17411258 · Wessel, Niels, Kurths, Jürgen, Ditto, William et al.2007 · 32 citationsChaos (Woodbury, N.Y.). 2007;17(1):015101
Exploiting the controlled responses of chaotic elements to design configurable hardware.16893799 · Sinha, Sudeshna, Ditto, William L2006 · 9 citationsPhilosophical transactions. Series A, Mathematical, physical, and engineering sciences. 2006;364(1846):2483-94
Using recurrence quantification analysis determinism for noise removal in cardiac optical mapping.16602587 · Furman, Michael D, Simonotto, Jennifer D, Beaver, Thomas M et al.2006 · 8 citationsIEEE transactions on bio-medical engineering. 2006;53(4):767-70
Evolving into epilepsy: Multiscale electrophysiological analysis and imaging in an animal model.16386735 · Sanchez, Justin C, Mareci, Thomas H, Norman, Wendy M et al.2006 · 31 citationsExperimental neurology. 2006;198(1):31-47
Coherence analysis over the latent period of epileptogenesis reveal that high-frequency communication is increased across hemispheres in an animal model of limbic epilepsy.17946026 · Simonotto, Jennifer D, Myers, Stephen M, Furman, Michael D et al.2008 · 5 citationsConference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual Conference. 2006;2006:1154-6
Pre-ictal entropy analysis of microwire data from an animal model of limbic epilepsy.17946055 · Mishra, Mitushi, Jones, Britta, Simonotto, Jennifer D et al.2008 · 4 citationsConference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual Conference. 2006;2006:1605-7
Detection of high frequency oscillations with Teager energy in an animal model of limbic epilepsy.17946122 · Nelson, Ryan, Myers, Stephen M, Simonotto, Jennifer D et al.2008 · 20 citationsConference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual Conference. 2006;2006:2578-80
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