Directeur de Recherche Project team MIMESIS , INRIA Grand Est Team MLMS, iCube Strasbourg 1, place de l’Hôpital 67000 Strasbourg France email: axel . hutt AT inria.fr ORCID: 0000-0003-0041-7431
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Research interest: - data assimilation and forecasting in neural systems - nonlinear stochastic processes in complex delayed systems, - modeling and spectral analysis of non-stationary multivariate data - Applications : -- general anaesthesia -- electromagnetic stimulation (TMS/TES) -- feedback loops in neurostimulation
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Editorial activity:
Associate Editor Journal of Clinical Medicine
Chief Section Editor Frontiers In Applied Mathematics and Statistics, section Dynamical Systems
Research Topics |
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2015 |
2020 |
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Data Assimilation and Control: Theory and Applications in Life Sciences |
2019 |
Data Assimilation of Nonlocal Observations in Complex Systems |
2020 |
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2020 |
2021 |
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2022 |
Neuromodulation by Digital and Analogue Drugs in Consciousness Research |
2023 |
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2023 |
Edited books: |
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News:
- in April, attending the European Consumer Summit 2024 in Brussels
- in June attending FENS 2024 in Vienna
Publications
Publication statistics in Google Scholar
2024 | |
G. Debes, D.Wang, P. beim Graben, F. Blanc, C. Muller, H. Seo and A. Hutt, |
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A. Hutt, |
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A. Hutt, D. Trotter, A. Pariz, T.A. Valiante and J. Lefebvre, Diversity-induced trivialization and resilience of neural dynamics, Chaos 34(1):013147 (2024) |
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2023 | |
J. Lefebvre and A. Hutt, |
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A. Hutt, Editorial: Insights in Dynamical Systems 2022, Frontiers in Applied Mathematics and Statistics 9:1254646 (2023) |
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T. Wahl, J. Riedinger, M. Duprez and A. Hutt, |
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A. Hutt, S. Rich, T.A. Valiante and J. Lefebvre, Intrinsic neural diversity quenches the dynamic volatility of neural networks, Proceedings of National Academy of Sciences USA 120 (28):e2218841120 (2023) |
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A. Pariz, D. Trotter, A. Hutt and J. Lefebvre, |
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A. Hutt and A. G. Hudetz, Arousal system stimulation and anesthetic state alter visuo-parietal connectivity, Frontiers in System Neuroscience 17:1157488 (2023) |
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2022 |
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B. Dresp-Langley and A. Hutt, Digital Addiction and Sleep, Int. J. Environ. Res. Public Health 19(11): 6910 (2022) |
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N. Abaid, R. Eftimie, A. Hutt, L. van Veen, |
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A. Hutt, A. Grüning, A. Hansen, T. Hartung and R. Robeva, |
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J. Riedinger and A. Hutt, |
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A. Hutt, |
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2021 | |
A. Hutt and T. Wahl, |
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A. Hutt, T. Wahl, N. Voges, J. Hausmann and J. Lefebvre, |
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A. Hutt and J. Lefebvre, Arousal fluctuations govern oscillatory transitions between dominant gamma- and alpha occipital activity during eyes open/closed conditions, Brain Topography 35:108-120 (2021) |
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2020 |
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F. Guarracino and A. Hutt, |
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S. Rich, A. Hutt, F. K. Skinner, T. A. Valiante and J. Lefebvre, |
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A. Hutt, |
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J. Schroettle, M. Weissmann, L. Scheck and A. Hutt, |
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A. Hutt, J. Lefebvre, D. Hight and H. Kaiser, |
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Axel Hutt* , C Schraff, H Anlauf, L Bach, M Baldauf, E Bauernschubert, A Cress, R Faulwetter, F Fundel, C Köpken-Watts, H Reich, A Schomburg, J Schröttle, K Stephan, O Stiller, M Weissmann and R Potthast, |
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2019 |
A. Hutt, |
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A. Hutt, |
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A. Hutt, W. Stannat and R. Potthast, |
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A. Hutt, |
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2018 | |
A. Hutt and R. Potthast, |
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A. Hutt, J. Lefebvre, D. Hight and J. Sleigh, |
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F. Kurzrock, S. Cros, F. C. Ming, J. A. Otkin, A. Hutt, L. Linguet, G. Lajoie and R. Potthast, A review of the use of geostationary satellite observations in regional-scale models for short-term cloud forecasting, Meteorologische Zeitschrift 27(4):277-298 (2018) |
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A. Hutt, J. Griffiths, C.S. Herrmann and J. Lefebvre, |
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M. Hashemi, A. Hutt, L. Buhry and J. Sleigh, |
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J. Alswaihli, R. Potthast, I. Bojak, D. Saddy and A. Hutt, |
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A. Hutt and J. Lefebvre, |
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2017 |
J. Lefebvre, A. Hutt and F. Frohlich, Stochastic Resonance Mediates the State-Dependent Effect of Periodic Stimulation on Cortical Alpha Oscillations, |
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A. Hutt and P. beim Graben, Sequences by metastable attractors: interweaving dynamical systems and experimental data, Frontiers in Applied Mathematics and Statistics 3:11 (2017) |
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P. Wollstadt, K.K. Sellers, L. Rudelt, V. Priesemann, A. Hutt, F. Froehlich and M.l Wibral, Breakdown of local information processing may underlie isoflurane anesthesia effects, |
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M. Hashemi, A. Hutt , D. Hight and J. Sleigh, Anesthetic action on the transmission delay between cortex and thalamus explains the beta buzz observed under propofol anesthesia, |
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M. Fedotenkova, P. beim Graben, J. Sleigh, A. Hutt, Time-Frequency Representations as Phase Space Reconstruction in Symbolic Recurrence Structure Analysis, |
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2016 | |
T. Tosic, K. K. Sellers, F. Frohlich, M. Fedotenkova, P. beim Graben and A. Hutt, Statistical Frequency-Dependent Analysis of Trial-to-Trial Variability in Single Time Series by Recurrence Plots, Front. Syst. Neurosci. 9:184.(2016) |
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C. Herrmann, M. M. Murray, S. Ionta, A. Hutt and J. Lefebvre, Shaping neural oscillations with periodic stimulation, |
P. beim Graben, K. K. Sellers, F. Fröhlich and A. Hutt, Optimal estimation of recurrence structures from time series, |
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A. Hutt, A. Mierau and J. Lefebvre, Dynamic Control of Synchronous Dynamics in Networks of Spiking Neurons, |
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A. Hutt and J. Lefebvre, Stochastic center manifold analysis in scalar nonlinear systems involving distributed delays and additive noise, Markov Processes and Related Fields 22:555-57 (2016) |
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2015 |
M. Hashemi and A. Hutt, A thalamocortical model to explain EEG during anaesthesia, |
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A. Hutt and J. Lefebvre, Periodic External Input Tunes the Stability of Delayed Nonlinear Systems: From the Slaving Principle to Center Manifolds, , |
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P. Wollstadt, K.K. Sellers, A. Hutt, F. Frohlich and M. Wibral, Anaesthesia-related changes in information transfer are partly caused by reduction in local information generation, |
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E. Nichols and A. Hutt, Neural Field Simulator: two-dimensional spatio-temporal dynamics involving finite transmission speed, |
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A. Hutt and A.G. Hudetz, Editorial: General anesthesia: from theory to experiments, |
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A. Hutt, M. Hashemi and P. beim Graben, How to render Neural Fields more realistic, |
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M. Hashemi, A. Hutt and J. Sleigh, How the cortico-thalamic feedback affects the EEG power spectrum over frontal and occipital regions during propofol-induced anaesthetic sedation, |
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C. Schwappach, A. Hutt and P. beim Graben, Metastable dynamics in heterogeneous neural fields, |
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Kristin Sellers, Davis Bennett, Axel Hutt, James Williams and Flavio Frohlich, Awake versus Anesthetized: Layer-Specific Sensory Processing in Visual Cortex and Functional Connectivity between Cortical Areas, |
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J. Lefebvre, A. Hutt, J.-F. Knebel, K. Whittingstall and M. Murray, Stimulus Statistics shape oscillations in nonlinear recurrent neural networks, |
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P. beim Graben and A. Hutt, Detecting event-related recurrences by symbolic analysis: Applications to human language processing, |
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2014 |
A. Hutt and N. Rougier, Numerical simulation scheme of one- and two dimensional neural fields involving space-dependent delays. |
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M. Hashemi, A. Hutt and J. Sleigh, Anesthetic action on extra-synaptic receptors: effects in neural population models of EEG activity, |
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A. Hutt and L. Buhry, Study of GABAergic extra-synaptic tonic inhibition in single neurons and neural populations by traversing neural scales: application to propofol-induced anaesthesia, |
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P. beim Graben and A. Hutt, Attractor and saddle node dynamics in heterogeneous neural fields, |
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L. Zhang and A. Hutt, Traveling Wave Solutions of Nonlinear Scalar Integral Differential Equations Arising from Synaptically Coupled Neuronal Networks, |
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2013 |
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K. K. Sellers, D. V. Bennett, A. Hutt and F. Frohlich, Anesthesia Differentially Modulates Spontaneous Network Dynamics by Cortical Area and Layer, |
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A. Hutt, Neural Field Model, Continuum, |
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A. Hutt, Pattern Formation in Neural Population Models, |
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A. Hutt, J. Sleigh, A. Steyn-Ross and M. Steyn-Ross, General anaesthesia, |
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A. Hutt and L. Zhang, Distributed nonlocal feedback delays may destabilize fronts in neural fields, distributed transmission delays do not, |
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T. Schubert, M. Palazova and A. Hutt, The time course of temporal attention effects on non-conscious prime processing, |
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J. Lefebvre and A. Hutt, Additive noise quenches delay-induced oscillations, |
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P. beim Graben and A. Hutt, Detecting metastable states of dynamical systems by recurrence-based symbolic dynamics, |
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A. Hutt, The anaesthetic propofol shifts the frequency of maximum spectral power in EEG during general anaesthesia: analytical insights from a linear model, |
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2012 |
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J. Lefebvre, A. Hutt, V.G. LeBlanc and A. Longtin, Reduced dynamics for delayed systems with harmonic or stochastic forcing, |
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A. Hutt, J. Lefebvre and A. Longtin, Delay stabilizes stochastic systems near an non-oscillatory instability, |
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A. Hutt, The population firing rate in the presence of GABAergic tonic inhibition in single neurons and application to general anaesthesia, |
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2011 |
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M. Rio, A. Hutt, M. Munk and B. Girau, Partial amplitude synchronization detection in brain signals using Bayesian Gaussian mixture models, |
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A. Hutt, A neural population model of the bi-phasic EEG-power spectrum during general anaesthesia, |
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N.Rougier and A.Hutt, Synchronous and Asynchronous Evaluation of Dynamic Neural Fields, |
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2010 |
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A. Hutt and N. Rougier, Activity spread and breathers induced by finite transmission speeds in two-dimensional neural fields, |
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A.Hutt, Spatio-temporal instabilities in neural fields and the effects of additive noise, |
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2009 |
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A.Hutt, Sleep and anesthesia, |
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A.Hutt, Oscillatory activity in excitable neural systems, |
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W.Taouali, F.Alexandre, A.Hutt, N.Rougier, Asynchronous evaluation as an efficient and natural way to compute neural networks, |
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A.Hutt and A.Longtin, Effects of the anesthetic agent propofol on neural populations, |
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H.Schmidt, A.Hutt and L.Schimansky-Geier, Wave fronts in inhomogeneous neural field models, |
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A.Hutt, Finite Propagation Speeds in Spatially Extended Systems, |
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A.Hutt and M.H.J.Munk, Detection of phase synchronization in multivariate single brain signals by a clustering approach, |
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2008 |
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A.Hutt, Additive noise may change the stability of nonlinear systems, |
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A.Hutt, C.Sutherland and A.Longtin, Driving neural oscillations with correlated spatial input and topographic feedback, |
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A.Hutt and L.Schimansky-Geier, Anesthetic-induced transitions by propofol modeled by nonlocal neural populations involving two neuron types, |
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A.Hutt, Local excitation-lateral inhibition interaction yields oscillatory instabilities in nonlocally interacting systems involving finite propagation delay, |
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A.Hutt, A.Longtin and L.Schimansky-Geier, Additive noise-induced Turing transitions in spatial systems with application to neural fields and the Swift-Hohenberg equation, |
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2007 |
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A.Hutt, A.Longtin and L.Schimansky-Geier, Additive global noise delays Turing bifurcations, |
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A.Hutt, Generalization of the reaction-diffusion, Swift-Hohenberg, and Kuramoto-Sivashinsky equations and effects of finite propagation speeds, |
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A.Hutt and F.M.Atay, Spontaneous and evoked activity in extended neural populations with gamma-distributed spatial interactions and transmission delay, |
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A.Hutt and M.H.J.Munk, Mutual phase synchronization in single trial data, |
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A.Hutt and M.Schrauf, Detection of transient synchronization in multivariate brain signals,application to event-related potentials, |
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F. M. Atay and A. Hutt, Dynamics of neural fields with distributed transmission speeds. |
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2006 |
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F.M.Atay and A.Hutt, Neural fields with distributed transmission speeds and long-range feedback delays, |
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A.Hutt and F.M. Atay, Effects of distributed transmission speeds on propagating activity in neural populations, |
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2005 |
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A.Hutt and T.D.Frank, Critical fluctuations and 1/f -activity of neural fields involving transmission delays, |
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A.Hutt and F.M.Atay, Analysis of nonlocal neural fields for both general and gamma-distributed connectivities, |
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F.Atay and A.Hutt, Stability and Bifurcations in Neural Fields with Finite Propagation Speed and General Connectivity, |
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2004 |
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A.Hutt, Effects of nonlocal feedback on traveling fronts in neural fields subject to transmission delay, |
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A.Hutt, An Analytical Framework For Modeling Evoked and Event-Related Potentials, |
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2003 |
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A.Hutt, A.Daffertshofer and U.Steinmetz, Detection of phase synchronisation in non-stationary multivariate time series and application to phase ensembles and chaotic data, |
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A.Hutt and H.Riedel, Analysis and Modeling of Non-stationary Multivariate Time Series and Application to Middle Latency Auditory Evoked Potentials, |
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A.Hutt, M.Bestehorn and T.Wennekers, Pattern formation in intracortical neuronal fields, |
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2002-1999 |
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A.Hutt and F.Kruggel, Fixed Point Analysis: Dynamics of Nonstationary spatiotemporal signals, |
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C.Uhl, A.Hutt and F.Kruggel, Improvement of Source Localization by Dynamical Systems Based Modelling, |
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A.Hutt, M.Svensen, F.Kruggel and R.Friedrich, Detection of fixed points in spatiotemporal signals by a clustering method, |
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A.Hutt, C. Uhl and R.Friedrich, Analysis of spatiotemporal signals: A method based on perturbation theory, |
Books
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A.Hutt, Untersuchung einer neuronalen Feldgleichung mittels eines MEG-Experiments am Menschen, Diploma Thesis at Institute for Theoretical Physics and Synergetics, University of Stuttgart (1997) |
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A.Hutt, Methoden zur Untersuchung der Dynamik raumzeitlicher Signale, PhD-Thesis, University of Stuttgart at Max Planck-Instituite of Cognitive Neuroscience Leipzig, MPI Series in Cognitive Neuroscience (2001) |
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A.Hutt (Editor), Sleep and Anesthesia: Neural correlated in theory and experiments, Springer-Verlag (2011) |
A. Hutt and H. Haken, Synergetics, Springer-Verlag 2020 |