Vasilis Z. Marmarelis
Orcid: 0000-0003-1457-813XAffiliations:
- University of Southern California, Los Angeles, USA
According to our database1,
Vasilis Z. Marmarelis
authored at least 70 papers
between 1979 and 2021.
Collaborative distances:
Collaborative distances:
Awards
IEEE Fellow
IEEE Fellow 1997, "For contributions to nonlinear physiological system modeling and leadership in biomedical engineering education.".
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
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on orcid.org
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on bme.usc.edu
On csauthors.net:
Bibliography
2021
Closed-Loop Dynamic Modeling of the Heart-Rate Reflex to Concurrent Spontaneous Changes of Arterial Blood Pressure and CO2 Tension: Quantification of the Effects of Mild Cognitive Impairment.
IEEE Trans. Biomed. Eng., 2021
2019
Multi-Input, Multi-Output Neuronal Mode Network Approach to Modeling the Encoding Dynamics and Functional Connectivity of Neural Systems.
Neural Comput., 2019
Closed-loop modeling of the heart-rate reflex for improved diagnosis and monitoring of Mild Cognitive Impairment.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
2018
Designing Patient-Specific Optimal Neurostimulation Patterns for Seizure Suppression.
Neural Comput., 2018
Mechanism-Based and Input-Output Modeling of the Key Neuronal Connections and Signal Transformations in the CA3-CA1 Regions of the Hippocampus.
Neural Comput., 2018
2017
Methodology of Recurrent Laguerre-Volterra Network for Modeling Nonlinear Dynamic Systems.
IEEE Trans. Neural Networks Learn. Syst., 2017
IEEE Trans. Biomed. Eng., 2017
Cannabinoids disrupt memory encoding by functionally isolating hippocampal CA1 from CA3.
PLoS Comput. Biol., 2017
J. Comput. Biol., 2017
Brain Informatics, 2017
2016
Calibration of a microdialysis sensor and recursive glucose level estimation in ICU patients using Kalman and particle filtering.
Biomed. Signal Process. Control., 2016
Decoding memory features from hippocampal spiking activities using sparse classification models.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
2015
Model-based asessment of an in-vivo predictive relationship from CA1 to CA3 in the rodent hippocampus.
J. Comput. Neurosci., 2015
Int. J. Neural Syst., 2015
IEEE Access, 2015
Nonlinear dynamical modeling of human hippocampal CA3-CA1 functional connectivity for memory prostheses.
Proceedings of the 7th International IEEE/EMBS Conference on Neural Engineering, 2015
Sparse generalized volterra model of human hippocampal spike train transformation for memory prostheses.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
2014
On parsing the neural code in the prefrontal cortex of primates using principal dynamic modes.
J. Comput. Neurosci., 2014
2013
Identification of sparse neural functional connectivity using penalized likelihood estimation and basis functions.
J. Comput. Neurosci., 2013
Nonlinear modeling of dynamic interactions within neuronal ensembles using Principal Dynamic Modes.
J. Comput. Neurosci., 2013
J. Comput. Neurosci., 2013
Conformal ceramic electrodes that record glutamate release and corresponding neural activity in primate prefrontal cortex.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
2012
Functional connectivity between Layer 2/3 and Layer 5 neurons in prefrontal cortex of nonhuman primates during a delayed match-to-sample task.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Analog low-power hardware implementation of a Laguerre-Volterra model of intracellular subthreshold neuronal activity.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
2011
Editorial: Special Issue on Multiscale Modeling and Analysis in Computational Biology and Medicine - Part-1.
IEEE Trans. Biomed. Eng., 2011
Editorial: TBME Letters Special Issue on Multiscale Modeling and Analysis in Computational Biology and Medicine - Part-2.
IEEE Trans. Biomed. Eng., 2011
Estimation and statistical validation of event-invariant nonlinear dynamic models of hippocampal CA3-CA1 population activities.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Dynamic nonlinear modeling of interactions between neuronal ensembles using principal dynamic modes.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Diagnostic biomarkers for Alzheimer's disease using dynamic nonlinear models based on principal dynamic modes.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
2010
The Neurobiological Basis of Cognition: Identification by Multi-Input, Multioutput Nonlinear Dynamic Modeling.
Proc. IEEE, 2010
2009
Nonlinear Modeling of the Dynamic Effects of Infused Insulin on Glucose: Comparison of Compartmental With Volterra Models.
IEEE Trans. Biomed. Eng., 2009
Neural Networks, 2009
Parametric and non-parametric modeling of short-term synaptic plasticity. Part II: Experimental study.
J. Comput. Neurosci., 2009
Parametric and non-parametric modeling of short-term synaptic plasticity. Part I: computational study.
J. Comput. Neurosci., 2009
Image fusion methodology for efficient interpretation of multiband images in 3D high-resolution ultrasonic transmission tomography.
Int. J. Imaging Syst. Technol., 2009
Multi-Input, Multi-Output Nonlinear Dynamic Modeling to Identify Biologically-Based Transformations as the "Cognitive Processes" Represented by the Ensemble Coding of Neuron Populations.
Proceedings of the Biologically Inspired Cognitive Architectures, 2009
2008
Modeling the Nonlinear Properties of the <i>in vitro</i> Hippocampal Perforant Path-Dentate System Using Multielectrode Array Technology.
IEEE Trans. Biomed. Eng., 2008
2007
Nonlinear Dynamic Modeling of Spike Train Transformations for Hippocampal-Cortical Prostheses.
IEEE Trans. Biomed. Eng., 2007
Principal dynamic mode analysis of action potential firing in a spider mechanoreceptor.
Biol. Cybern., 2007
2006
Segmentation methodology for automated classification and differentiation of soft tissues in multiband images of high-resolution ultrasonic transmission tomography.
IEEE Trans. Medical Imaging, 2006
A multi-input modeling approach to quantify hippocampal nonlinear dynamic transformations.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
Interaction of Short-Term Neuronal Plasticity and Synaptic Plasticity Revealed by Nonlinear Systems Analysis in Dentate Granule Cells.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
Physiologically Plausible Stochastic Nonlinear Kernel Models of Spike Train to Spike Train Transformation.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
VLSI Implementation of a Nonlinear Neuronal Model: A "Neural Prosthesis" to Restore Hippocampal Trisynaptic Dynamics.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
Modeling the Nonlinear Dynamic Interactions of the Lateral and the Medial Perforant Path of the Hippocampal Dentate Gyrus.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
2005
Soft tissue differentiation using multiband signatures of high resolution ultrasonic transmission tomography.
IEEE Trans. Medical Imaging, 2005
Detecting CA1 short-term plasticity variations associated with changes in stimulus intensity and extracellular medium composition.
Neurocomputing, 2005
2004
Nonlinear modeling of the dynamic effects of arterial pressure and CO<sub>2</sub> variations on cerebral blood flow in healthy humans.
IEEE Trans. Biomed. Eng., 2004
3-D High Resolution Images of Ultrasonic Transmission Tomography Compared To Magnetic Resonance And Optical Images.
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004
Volterra-Type Nonlinear Image Restoration of Medical Imagery Using Principal Dynamic Modes.
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004
2001
Proc. IEEE, 2001
2000
IEEE Trans. Biomed. Eng., 2000
A novel network for nonlinear modeling of neural systems with arbitrary point-process inputs.
Neural Networks, 2000
1999
Modeling of nonlinear nonstationary dynamic systems with a novel class of artificial neural networks.
IEEE Trans. Neural Networks, 1999
Decomposition of neural systems with nonlinear feedback using stimulus-response data.
Neurocomputing, 1999
1998
Comparative nonlinear modeling of renal autoregulation in rats: Volterra approach versus artificial neural networks.
IEEE Trans. Neural Networks, 1998
1997
Autom., 1997
1995
Nonlinear neuronal mode analysis of action potential encoding in the cockroach tactile spine neuron.
Biol. Cybern., 1995
1994
Kernel invariance method for relating continuous-time with discrete-time nonlinear parametric models.
Proceedings of ICASSP '94: IEEE International Conference on Acoustics, 1994
1990
Proceedings of the IJCNN 1990, 1990
1988
Modeling of task-dependent characteristics of human operator dynamics pursuit manual tracking.
IEEE Trans. Syst. Man Cybern., 1988
Identification of linear periodically time-varying systems using white-noise test inputs.
Autom., 1988
1983
IEEE Trans. Syst. Man Cybern., 1983
IEEE Trans. Inf. Theory, 1983
1979
Error analysis and optimal estimation procedures in identification of nonlinear volterra systems.
Autom., 1979