Vasilis Z. Marmarelis, Ph.D. - Publications

Affiliations: 
Biomedical Engineering University of Southern California, Los Angeles, CA, United States 
Area:
Neuronal Systems Modeling
Website:
http://bme.usc.edu/directory/faculty/core-faculty/vasilis-z-marmarelis/

189 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2019 Sanders ML, Elting JWJ, Panerai RB, Aries M, Bor-Seng-Shu E, Caicedo A, Chacon M, Gommer ED, Van Huffel S, Jara JL, Kostoglou K, Mahdi A, Marmarelis VZ, Mitsis GD, Müller M, et al. Dynamic Cerebral Autoregulation Reproducibility Is Affected by Physiological Variability. Frontiers in Physiology. 10: 865. PMID 31354518 DOI: 10.3389/fphys.2019.00865  0.96
2019 Marmarelis VZ, Shin DC, Tarumi T, Zhang R. Comparing model-based cerebrovascular physiomarkers with DTI biomarkers in MCI patients. Brain and Behavior. e01356. PMID 31286695 DOI: 10.1002/brb3.1356  0.48
2019 Geng K, Shin DC, Song D, Hampson RE, Deadwyler SA, Berger TW, Marmarelis VZ. Multi-Input, Multi-Output Neuronal Mode Network Approach to Modeling the Encoding Dynamics and Functional Connectivity of Neural Systems. Neural Computation. 1-29. PMID 31113305 DOI: 10.1162/neco_a_01204  1
2018 Sanders ML, Claassen JAHR, Aries M, Bor-Seng-Shu E, Caicedo A, Chacon M, Gommer ED, Van Huffel S, Jara JL, Kostoglou K, Mahdi A, Marmarelis VZ, Mitsis GD, Müller M, Nikolic D, et al. Reproducibility of dynamic cerebral autoregulation parameters: a multi-centre, multi-method study. Physiological Measurement. PMID 30523976 DOI: 10.1088/1361-6579/aae9fd  0.96
2018 Hampson RE, Song D, Robinson BS, Fetterhoff D, Dakos AS, Roeder BM, She X, Wicks RT, Witcher MR, Couture DE, Laxton AW, Munger-Clary H, Popli G, Sollman MJ, Whitlow CT, ... Marmarelis VZ, et al. Developing a hippocampal neural prosthetic to facilitate human memory encoding and recall. Journal of Neural Engineering. 15: 036014. PMID 29589592 DOI: 10.1088/1741-2552/aaaed7  1
2018 Sandler RA, Geng K, Song D, Hampson RE, Witcher MR, Deadwyler SA, Berger TW, Marmarelis VZ. Designing Patient-Specific Optimal Neurostimulation Patterns for Seizure Suppression. Neural Computation. 1-29. PMID 29566356 DOI: 10.1162/NECO_a_01075  1
2017 Geng K, Shin DC, Song D, Hampson RE, Deadwyler SA, Berger TW, Marmarelis VZ. Mechanism-Based and Input-Output Modeling of the Key Neuronal Connections and Signal Transformations in the CA3-CA1 Regions of the Hippocampus. Neural Computation. 1-35. PMID 29064783 DOI: 10.1162/neco_a_01031  1
2017 Sandler RA, Fetterhoff D, Hampson RE, Deadwyler SA, Marmarelis VZ. Cannabinoids disrupt memory encoding by functionally isolating hippocampal CA1 from CA3. Plos Computational Biology. 13: e1005624. PMID 28686594 DOI: 10.1371/journal.pcbi.1005624  0.84
2016 Dong Song, Hampson RE, Robinson BS, Marmarelis VZ, Deadwyler SA, Berger TW. Decoding memory features from hippocampal spiking activities using sparse classification models. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2016: 1620-1623. PMID 28268639 DOI: 10.1109/EMBC.2016.7591023  1
2016 Song D, Hampson RE, Robinson BS, Marmarelis VZ, Deadwyler SA, Berger TW, Dong Song, Hampson RE, Robinson BS, Marmarelis VZ, Deadwyler SA, Berger TW, Song D, Hampson RE, Deadwyler SA, ... ... Marmarelis VZ, et al. Decoding memory features from hippocampal spiking activities using sparse classification models. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2016: 1620-1623. PMID 28226819 DOI: 10.1109/EMBC.2016.7591023  1
2016 Song D, Robinson B, Hampson R, Marmarelis V, Deadwyler S, Berger T. Sparse Large-Scale Nonlinear Dynamical Modeling of Human Hippocampus for Memory Prostheses. Ieee Transactions On Neural Systems and Rehabilitation Engineering : a Publication of the Ieee Engineering in Medicine and Biology Society. PMID 28113595 DOI: 10.1109/TNSRE.2016.2604423  0.72
2016 Marmarelis VZ, Shin DC, Tarumi T, Zhang R. Comparison of Model-Based Indices of Cerebral Autoregulation and Vasomotor Reactivity Using Transcranial Doppler versus Near-Infrared Spectroscopy in Patients with Amnestic Mild Cognitive Impairment. Journal of Alzheimer's Disease : Jad. PMID 27911329 DOI: 10.3233/JAD-161004  0.48
2016 Cole M, Eikenberry S, Kato T, Sandler RA, Yamashiro SM, Marmarelis VZ. Nonparametric Model of Smooth Muscle Force Production During Electrical Stimulation. Journal of Computational Biology : a Journal of Computational Molecular Cell Biology. PMID 27494114 DOI: 10.1089/cmb.2016.0070  0.6
2016 Henley B, Shin D, Zhang R, Marmarelis V. Compartmental and Data-Based Modeling of Cerebral Hemodynamics: Nonlinear Analysis. Ieee Transactions On Bio-Medical Engineering. PMID 27411214 DOI: 10.1109/TBME.2016.2588438  0.44
2016 Geng K, Marmarelis VZ. Methodology of Recurrent Laguerre-Volterra Network for Modeling Nonlinear Dynamic Systems. Ieee Transactions On Neural Networks and Learning Systems. PMID 27352401 DOI: 10.1109/TNNLS.2016.2581141  0.48
2016 Deadwyler SA, Hampson RE, Song D, Opris I, Gerhardt GA, Marmarelis VZ, Berger TW. A cognitive prosthesis for memory facilitation by closed-loop functional ensemble stimulation of hippocampal neurons in primate brain. Experimental Neurology. PMID 27233622 DOI: 10.1016/j.expneurol.2016.05.031  1
2016 Marmarelis VZ, Mitsis GD, Shin DC, Zhang R. Multiple-input nonlinear modelling of cerebral haemodynamics using spontaneous arterial blood pressure, end-tidal CO2 and heart rate measurements. Philosophical Transactions. Series a, Mathematical, Physical, and Engineering Sciences. 374. PMID 27044989 DOI: 10.1098/rsta.2015.0180  0.44
2015 Dong Song, Robinson BS, Hampson RE, Marmarelis VZ, Deadwyler SA, Berger TW. Sparse generalized volterra model of human hippocampal spike train transformation for memory prostheses. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2015: 3961-4. PMID 26737161 DOI: 10.1109/EMBC.2015.7319261  1
2015 Fetterhoff D, Kraft RA, Sandler RA, Opris I, Sexton CA, Marmarelis VZ, Hampson RE, Deadwyler SA. Distinguishing cognitive state with multifractal complexity of hippocampal interspike interval sequences. Frontiers in Systems Neuroscience. 9: 130. PMID 26441562 DOI: 10.3389/fnsys.2015.00130  0.4
2015 Sandler RA, Song D, Hampson RE, Deadwyler SA, Berger TW, Marmarelis VZ. Hippocampal closed-loop modeling and implications for seizure stimulation design. Journal of Neural Engineering. 12: 056017. PMID 26355815 DOI: 10.1088/1741-2560/12/5/056017  0.4
2015 Sandler RA, Marmarelis VZ. Understanding spike-triggered covariance using Wiener theory for receptive field identification. Journal of Vision. 15: 16. PMID 26230978 DOI: 10.1167/15.9.16  1
2015 Eikenberry SE, Marmarelis VZ. Principal dynamic mode analysis of the Hodgkin-Huxley equations. International Journal of Neural Systems. 25: 1550001. PMID 25630480 DOI: 10.1142/S012906571550001X  1
2015 Sandler RA, Deadwyler SA, Hampson RE, Song D, Berger TW, Marmarelis VZ. System identification of point-process neural systems using probability based Volterra kernels. Journal of Neuroscience Methods. 240: 179-92. PMID 25479231 DOI: 10.1016/j.jneumeth.2014.11.013  1
2015 Song D, Chan RH, Robinson BS, Marmarelis VZ, Opris I, Hampson RE, Deadwyler SA, Berger TW. Identification of functional synaptic plasticity from spiking activities using nonlinear dynamical modeling. Journal of Neuroscience Methods. 244: 123-35. PMID 25280984 DOI: 10.1016/j.jneumeth.2014.09.023  1
2015 Sandler RA, Song D, Hampson RE, Deadwyler SA, Berger TW, Marmarelis VZ. Model-based asessment of an in-vivo predictive relationship from CA1 to CA3 in the rodent hippocampus. Journal of Computational Neuroscience. 38: 89-103. PMID 25260381 DOI: 10.1007/s10827-014-0530-8  1
2015 Zografos G, Liakou P, Koulocheri D, Liovarou I, Sofras M, Hadjiagapis S, Orme M, Marmarelis V. Differentiation of BIRADS-4 small breast lesions via Multimodal Ultrasound Tomography. European Radiology. 25: 410-8. PMID 25218763 DOI: 10.1007/s00330-014-3415-3  1
2015 Song D, Hampson RE, Robinson BS, Opris I, Marmarelis VZ, Deadwyler SA, Berger TW. Nonlinear dynamical modeling of human hippocampal CA3-CA1 functional connectivity for memory prostheses International Ieee/Embs Conference On Neural Engineering, Ner. 2015: 316-319. DOI: 10.1109/NER.2015.7146623  1
2015 Kang Y, Escudero J, Shin D, Ifeachor E, Marmarelis V. Principal Dynamic Mode Analysis of EEG Data for Assisting the Diagnosis of Alzheimer's Disease Ieee Journal of Translational Engineering in Health and Medicine. 3. DOI: 10.1109/JTEHM.2015.2401005  1
2015 Song D, Hsiao MC, Opris I, Hampson RE, Marmarelis VZ, Gerhardt GA, Deadwyler SA, Berger TW. Hippocampal microcircuits, functional connectivity, and prostheses Recent Advances On the Modular Organization of the Cortex. 385-405. DOI: 10.1007/978-94-017-9900-3_20  1
2015 Deadwyler SA, Opris I, Santos LM, Hampson RE, Gerhardt GA, Song D, Marmarelis VZ, Berger TW. Extraction of cortical modularity patterns for neural prosthetics Recent Advances On the Modular Organization of the Cortex. 367-384. DOI: 10.1007/978-94-017-9900-3_19  1
2014 Song D, Harway M, Marmarelis VZ, Hampson RE, Deadwyler SA, Berger TW. Extraction and restoration of hippocampal spatial memories with non-linear dynamical modeling. Frontiers in Systems Neuroscience. 8: 97. PMID 24904318 DOI: 10.3389/fnsys.2014.00097  1
2014 Meel-van den Abeelen AS, Simpson DM, Wang LJ, Slump CH, Zhang R, Tarumi T, Rickards CA, Payne S, Mitsis GD, Kostoglou K, Marmarelis V, Shin D, Tzeng YC, Ainslie PN, Gommer E, et al. Between-centre variability in transfer function analysis, a widely used method for linear quantification of the dynamic pressure-flow relation: the CARNet study. Medical Engineering & Physics. 36: 620-7. PMID 24725709 DOI: 10.1016/j.medengphy.2014.02.002  1
2014 Marmarelis VZ, Shin DC, Orme ME, Zhang R. Model-based physiomarkers of cerebral hemodynamics in patients with mild cognitive impairment. Medical Engineering & Physics. 36: 628-37. PMID 24698010 DOI: 10.1016/j.medengphy.2014.02.025  1
2014 Marmarelis VZ, Shin DC, Orme M, Rong Zhang. Time-varying modeling of cerebral hemodynamics. Ieee Transactions On Bio-Medical Engineering. 61: 694-704. PMID 24184697 DOI: 10.1109/TBME.2013.2287120  1
2014 Marmarelis VZ, Shin DC, Song D, Hampson RE, Deadwyler SA, Berger TW. On parsing the neural code in the prefrontal cortex of primates using principal dynamic modes. Journal of Computational Neuroscience. 36: 321-37. PMID 23929124 DOI: 10.1007/s10827-013-0475-3  1
2013 Deadwyler SA, Berger TW, Sweatt AJ, Song D, Chan RH, Opris I, Gerhardt GA, Marmarelis VZ, Hampson RE. Donor/recipient enhancement of memory in rat hippocampus. Frontiers in Systems Neuroscience. 7: 120. PMID 24421759 DOI: 10.3389/fnsys.2013.00120  1
2013 Hampson RE, Song D, Opris I, Santos LM, Shin DC, Gerhardt GA, Marmarelis VZ, Berger TW, Deadwyler SA. Facilitation of memory encoding in primate hippocampus by a neuroprosthesis that promotes task-specific neural firing. Journal of Neural Engineering. 10: 066013. PMID 24216292 DOI: 10.1088/1741-2560/10/6/066013  1
2013 Hampson RE, Fuqua JL, Huettl PF, Opris I, Song D, Shin D, Marmarelis VZ, Berger TW, Gerhardt GA, Deadwyler SA. Conformal ceramic electrodes that record glutamate release and corresponding neural activity in primate prefrontal cortex. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2013: 5954-7. PMID 24111095 DOI: 10.1109/EMBC.2013.6610908  1
2013 Marmarelis VZ, Shin DC, Zhang Y, Kautzky-Willer A, Pacini G, D'Argenio DZ. Analysis of intravenous glucose tolerance test data using parametric and nonparametric modeling: application to a population at risk for diabetes. Journal of Diabetes Science and Technology. 7: 952-62. PMID 23911176 DOI: 10.1177/193229681300700417  1
2013 Marmarelis VZ, Shin DC, Orme ME, Zhang R. Model-based quantification of cerebral hemodynamics as a physiomarker for Alzheimer's disease? Annals of Biomedical Engineering. 41: 2296-317. PMID 23771298 DOI: 10.1007/s10439-013-0837-z  1
2013 Song D, Wang H, Tu CY, Marmarelis VZ, Hampson RE, Deadwyler SA, Berger TW. Identification of sparse neural functional connectivity using penalized likelihood estimation and basis functions. Journal of Computational Neuroscience. 35: 335-57. PMID 23674048 DOI: 10.1007/s10827-013-0455-7  1
2013 Marmarelis VZ, Shin DC, Orme ME, Zhang R. Closed-loop dynamic modeling of cerebral hemodynamics. Annals of Biomedical Engineering. 41: 1029-48. PMID 23292615 DOI: 10.1007/s10439-012-0736-8  1
2013 Marmarelis VZ, Shin DC, Song D, Hampson RE, Deadwyler SA, Berger TW. Nonlinear modeling of dynamic interactions within neuronal ensembles using Principal Dynamic Modes. Journal of Computational Neuroscience. 34: 73-87. PMID 23011343 DOI: 10.1007/s10827-012-0407-7  1
2013 Zografos G, Koulocheri D, Liakou P, Sofras M, Hadjiagapis S, Orme M, Marmarelis V. Novel technology of multimodal ultrasound tomography detects breast lesions. European Radiology. 23: 673-83. PMID 22983317 DOI: 10.1007/s00330-012-2659-z  1
2013 Eikenberry SE, Marmarelis VZ. A nonlinear autoregressive Volterra model of the Hodgkin-Huxley equations. Journal of Computational Neuroscience. 34: 163-83. PMID 22878687 DOI: 10.1007/s10827-012-0412-x  1
2013 Sandler R, Shin DC, Song D, Hampson RE, Deadwyler SA, Berger TW, Marmarelis VZ. Closed-loop modeling of the hippocampus and design of neurostimulation patterns for suppressing seizures International Ieee/Embs Conference On Neural Engineering, Ner. 1143-1146. DOI: 10.1109/NER.2013.6696140  1
2013 Song D, Robinson BS, Chan RHM, Marmarelis VZ, Hampson RE, Deadwyler SA, Berger TW. Identification of functional synaptic plasticity from ensemble spiking activities: A nonlinear dynamical modeling approach International Ieee/Embs Conference On Neural Engineering, Ner. 617-620. DOI: 10.1109/NER.2013.6696010  1
2013 Marmarelis VZ, Shin DC, Song D, Hampson RE, Deadwyler SA, Berger TW. Model-based design of optimal neurostimulation in the NHP hippocampus for enhancing behavioral task performance International Ieee/Embs Conference On Neural Engineering, Ner. 476-479. DOI: 10.1109/NER.2013.6695975  1
2012 Song D, Opris I, Chan RH, Marmarelis VZ, Hampson RE, Deadwyler SA, Berger TW. Functional connectivity between Layer 2/3 and Layer 5 neurons in prefrontal cortex of nonhuman primates during a delayed match-to-sample task. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2012: 2555-8. PMID 23366446 DOI: 10.1109/EMBC.2012.6346485  1
2012 Ghaderi VS, Roach S, Song D, Marmarelis VZ, Choma J, Berger TW. Analog low-power hardware implementation of a Laguerre-Volterra model of intracellular subthreshold neuronal activity. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2012: 767-70. PMID 23366005 DOI: 10.1109/EMBC.2012.6346044  1
2012 Marmarelis VZ, Shin DC, Hampson RE, Deadwyler SA, Song D, Berger TW. Design of optimal stimulation patterns for neuronal ensembles based on Volterra-type hierarchical modeling. Journal of Neural Engineering. 9: 066003. PMID 23075519 DOI: 10.1088/1741-2560/9/6/066003  1
2012 Berger T, Song D, Chan R, Shin D, Marmarelis V, Hampson R, Sweatt A, Heck C, Liu C, Wills J, Lacoss J, Granacki J, Gerhardt G, Deadwyler S. Role of the hippocampus in memory formation: restorative encoding memory integration neural device as a cognitive neural prosthesis. Ieee Pulse. 3: 17-22. PMID 23014702 DOI: 10.1109/MPUL.2012.2205775  1
2012 Berger T, Meng E, George S, Khoo M, Marmarelis V, McCulloch A, Cauwenberghs G, Ohno-Machado L, Schultz J, Johnson JP. Southern California: a hotbed of biomedical engineering: nine bioengineers describe their research and why Southern California has the biotech market cornered. Ieee Pulse. 3: 14-21. PMID 23008840  1
2012 Hampson RE, Gerhardt GA, Marmarelis V, Song D, Opris I, Santos L, Berger TW, Deadwyler SA. Facilitation and restoration of cognitive function in primate prefrontal cortex by a neuroprosthesis that utilizes minicolumn-specific neural firing. Journal of Neural Engineering. 9: 056012. PMID 22976769 DOI: 10.1088/1741-2560/9/5/056012  1
2012 Marmarelis V, Shin D, Zhang R. Linear and nonlinear modeling of cerebral flow autoregulation using principal dynamic modes. The Open Biomedical Engineering Journal. 6: 42-55. PMID 22723806 DOI: 10.2174/1874230001206010042  1
2012 Hampson RE, Song D, Chan RH, Sweatt AJ, Riley MR, Goonawardena AV, Marmarelis VZ, Gerhardt GA, Berger TW, Deadwyler SA. Closing the loop for memory prosthesis: detecting the role of hippocampal neural ensembles using nonlinear models. Ieee Transactions On Neural Systems and Rehabilitation Engineering : a Publication of the Ieee Engineering in Medicine and Biology Society. 20: 510-25. PMID 22498704 DOI: 10.1109/TNSRE.2012.2190942  1
2012 Berger TW, Song D, Chan RH, Marmarelis VZ, LaCoss J, Wills J, Hampson RE, Deadwyler SA, Granacki JJ. A hippocampal cognitive prosthesis: multi-input, multi-output nonlinear modeling and VLSI implementation. Ieee Transactions On Neural Systems and Rehabilitation Engineering : a Publication of the Ieee Engineering in Medicine and Biology Society. 20: 198-211. PMID 22438335 DOI: 10.1109/TNSRE.2012.2189133  1
2012 Hampson RE, Song D, Chan RH, Sweatt AJ, Riley MR, Gerhardt GA, Shin DC, Marmarelis VZ, Berger TW, Deadwyler SA. A nonlinear model for hippocampal cognitive prosthesis: memory facilitation by hippocampal ensemble stimulation. Ieee Transactions On Neural Systems and Rehabilitation Engineering : a Publication of the Ieee Engineering in Medicine and Biology Society. 20: 184-97. PMID 22438334 DOI: 10.1109/TNSRE.2012.2189163  1
2012 Zanos S, Zanos TP, Marmarelis VZ, Ojemann GA, Fetz EE. Relationships between spike-free local field potentials and spike timing in human temporal cortex. Journal of Neurophysiology. 107: 1808-21. PMID 22157112 DOI: 10.1152/jn.00663.2011  1
2011 Marmarelis VZ, Shin DC, Diaz-Arrastia R, Zhang R. Diagnostic biomarkers for Alzheimer's disease using dynamic nonlinear models based on Principal Dynamic Modes. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2011: 7119-22. PMID 22255979 DOI: 10.1109/IEMBS.2011.6091799  1
2011 Marmarelis VZ, Shin DC, Song D, Hampson RE, Deadwyler SA, Berger TW. Dynamic nonlinear modeling of interactions between neuronal ensembles using principal dynamic modes. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2011: 3334-7. PMID 22255053 DOI: 10.1109/IEMBS.2011.6090904  1
2011 Song D, Chan RH, Marmarelis VZ, Hampson RE, Deadwyler SA, Berger TW. Estimation and statistical validation of event-invariant nonlinear dynamic models of hippocampal CA3-CA1 population activities. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2011: 3330-3. PMID 22255052 DOI: 10.1109/IEMBS.2011.6090903  1
2011 Coatrieux JL, Frangi AF, Peng GC, D'Argenio DZ, Marmarelis VZ, Michailova A. Editorial: TBME Letters special issue on multiscale modeling and analysis in computational biology and medicine--part-2. Ieee Transactions On Bio-Medical Engineering. 58: 3434-9. PMID 22105190 DOI: 10.1109/TBME.2011.2168990  1
2011 Frangi AF, Coatrieux JL, Peng GC, D'Argenio DZ, Marmarelis VZ, Michailova A. Editorial: Special issue on multiscale modeling and analysis in computational biology and medicine--part-1. Ieee Transactions On Bio-Medical Engineering. 58: 2936-42. PMID 21937299 DOI: 10.1109/TBME.2011.2165151  1
2011 Berger TW, Hampson RE, Song D, Goonawardena A, Marmarelis VZ, Deadwyler SA. A cortical neural prosthesis for restoring and enhancing memory. Journal of Neural Engineering. 8: 046017. PMID 21677369 DOI: 10.1088/1741-2560/8/4/046017  1
2011 Hampson RE, Sweatt AJ, Goonawardena AV, Song D, Chan RH, Marmarelis VZ, Berger TW, Deadwyler SA. Memory encoding in hippocampal ensembles is negatively influenced by cannabinoid CB1 receptors. Behavioural Pharmacology. 22: 335-46. PMID 21558844 DOI: 10.1097/FBP.0b013e3283473bfd  1
2011 Markakis MG, Mitsis GD, Papavassilopoulos GP, Ioannou PA, Marmarelis VZ. A switching control strategy for the attenuation of blood glucose disturbances. Optimal Control Applications & Methods. 32: 185-195. PMID 21516241 DOI: 10.1002/oca.900  1
2011 Hampson RE, Simeral JD, Berger TW, Song D, Chan RHM, Marmarelis VZ, Deadwyler SA. Cognitively relevant recoding in hippocampus: Beneficial feedback of ensemble codes in a closed loop paradigm Neuromethods. 54: 215-239. DOI: 10.1007/978-1-60327-202-5_9  1
2010 Berger TW, Song D, Chan RH, Marmarelis VZ. The Neurobiological Basis of Cognition: Identification by Multi-Input, Multioutput Nonlinear Dynamic Modeling: A method is proposed for measuring and modeling human long-term memory formation by mathematical analysis and computer simulation of nerve-cell dynamics. Proceedings of the Ieee. Institute of Electrical and Electronics Engineers. 98: 356-374. PMID 20700470 DOI: 10.1109/JPROC.2009.2038804  1
2009 Song D, Chan RH, Marmarelis VZ, Hampson RE, Deadwyler SA, Berger TW. Sparse generalized Laguerre-Volterra model of neural population dynamics. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2009: 4555-8. PMID 19963836 DOI: 10.1109/IEMBS.2009.5332719  1
2009 Mitsis GD, Zhang R, Levine BD, Tzanalaridou E, Katritsis DG, Marmarelis VZ. Autonomic neural control of cerebral hemodynamics. Ieee Engineering in Medicine and Biology Magazine : the Quarterly Magazine of the Engineering in Medicine & Biology Society. 28: 54-62. PMID 19914889 DOI: 10.1109/MEMB.2009.934908  1
2009 Marmarelis VZ, Zanos TP, Berger TW. Boolean modeling of neural systems with point-process inputs and outputs. Part I: theory and simulations. Annals of Biomedical Engineering. 37: 1654-67. PMID 19517238 DOI: 10.1007/s10439-009-9736-8  1
2009 Song D, Chan RH, Marmarelis VZ, Hampson RE, Deadwyler SA, Berger TW. Nonlinear modeling of neural population dynamics for hippocampal prostheses. Neural Networks : the Official Journal of the International Neural Network Society. 22: 1340-51. PMID 19501484 DOI: 10.1016/j.neunet.2009.05.004  1
2009 Zanos TP, Hampson RE, Deadwyler SE, Berger TW, Marmarelis VZ. Boolean modeling of neural systems with point-process inputs and outputs. Part II: Application to the rat hippocampus. Annals of Biomedical Engineering. 37: 1668-82. PMID 19499341 DOI: 10.1007/s10439-009-9716-z  1
2009 Mitsis GD, Markakis MG, Marmarelis VZ. Nonlinear modeling of the dynamic effects of infused insulin on glucose: comparison of compartmental with Volterra models. Ieee Transactions On Bio-Medical Engineering. 56: 2347-58. PMID 19497805 DOI: 10.1109/TBME.2009.2024209  1
2009 Song D, Marmarelis VZ, Berger TW. Parametric and non-parametric modeling of short-term synaptic plasticity. Part I: Computational study. Journal of Computational Neuroscience. 26: 1-19. PMID 18506609 DOI: 10.1007/s10827-008-0097-3  1
2009 Song D, Wang Z, Marmarelis VZ, Berger TW. Parametric and non-parametric modeling of short-term synaptic plasticity. Part II: Experimental study. Journal of Computational Neuroscience. 26: 21-37. PMID 18504530 DOI: 10.1007/s10827-008-0098-2  1
2009 Jeong JW, Shin DC, Marmarelis VZ. Image fusion methodology for efficient interpretation of multiband images in 3D high-resolution ultrasonic transmission tomography International Journal of Imaging Systems and Technology. 19: 277-282. DOI: 10.1002/ima.20203  1
2008 Zanos TP, Hampson RE, Deadwyler SA, Berger TW, Marmarelis VZ. Functional connectivity through nonlinear modeling: an application to the rat hippocampus. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2008: 5522-5. PMID 19163968 DOI: 10.1109/IEMBS.2008.4650465  1
2008 Markakis MG, Mitsis GD, Papavassilopoulos GP, Marmarelis VZ. Model Predictive Control of blood glucose in Type 1 diabetes: the Principal Dynamic Modes approach. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2008: 5466-9. PMID 19163954 DOI: 10.1109/IEMBS.2008.4650451  1
2008 Markakis MG, Mitsis GD, Marmarelis VZ. Computational study of an augmented minimal model for glycaemia control. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2008: 5445-8. PMID 19163949 DOI: 10.1109/IEMBS.2008.4650446  1
2008 Song D, Hendrickson P, Marmarelis VZ, Aguayo J, He J, Loeb GE, Berger TW. Predicting EMG with generalized Volterra kernel model. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2008: 201-4. PMID 19162628 DOI: 10.1109/IEMBS.2008.4649125  1
2008 Zanos TP, Courellis SH, Berger TW, Hampson RE, Deadwyler SA, Marmarelis VZ. Nonlinear modeling of causal interrelationships in neuronal ensembles. Ieee Transactions On Neural Systems and Rehabilitation Engineering : a Publication of the Ieee Engineering in Medicine and Biology Society. 16: 336-52. PMID 18701382 DOI: 10.1109/TNSRE.2008.926716  1
2008 Jeong JW, Shin DC, Do SH, Blanco C, Klipfel NE, Holmes DR, Hovanessian-Larsen LJ, Marmarelis VZ. Differentiation of cancerous lesions in excised human breast specimens using multiband attenuation profiles from ultrasonic transmission tomography. Journal of Ultrasound in Medicine : Official Journal of the American Institute of Ultrasound in Medicine. 27: 435-51. PMID 18314522  1
2008 Katritsis DG, Efstathopoulos EP, Pantos J, Korovesis S, Kourlaba G, Kazantzidis S, Marmarelis V, Voridis E. Anatomic characteristics of culprit sites in acute coronary syndromes. Journal of Interventional Cardiology. 21: 140-50. PMID 18312305 DOI: 10.1111/j.1540-8183.2007.00339.x  0.32
2008 Dimoka A, Courellis SH, Marmarelis VZ, Berger TW. Modeling the nonlinear dynamic interactions of afferent pathways in the dentate gyrus of the hippocampus. Annals of Biomedical Engineering. 36: 852-64. PMID 18299993 DOI: 10.1007/s10439-008-9463-6  1
2008 Dimoka A, Courellis SH, Gholmieh GI, Marmarelis VZ, Berger TW. Modeling the nonlinear properties of the in vitro hippocampal perforant path-dentate system using multielectrode array technology. Ieee Transactions On Bio-Medical Engineering. 55: 693-702. PMID 18270006 DOI: 10.1109/TBME.2007.908075  1
2008 Stephens ML, Spencer DD, Cavus I, Hsiao MC, Song D, Deadwyler SA, Hampson RE, Putz D, Quintero JE, Bensalem-Owen MK, Hascup KN, Rutherford EC, Day BK, Nickell JR, Pomerleau F, ... ... Marmarelis VZ, et al. Microelectrode-Based Epilepsy Therapy: A Hybrid Neural Prosthesis Incorporating Seizure Prediction and Intervention with Biomimetic Maintenance of Normal Hippocampal Function Computational Neuroscience in Epilepsy. 559-586. DOI: 10.1016/B978-012373649-9.50036-3  1
2007 Mitsis GD, Marmarelis VZ. Nonlinear modeling of glucose metabolism: comparison of parametric vs. nonparametric methods. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2007: 5968-71. PMID 18003373 DOI: 10.1109/IEMBS.2007.4353707  1
2007 Song D, Chan RH, Marmarelis VZ, Hampson RE, Deadwyler SA, Berger TW. Statistical selection of multiple-input multiple-output nonlinear dynamic models of spike train transformation. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2007: 4727-30. PMID 18003061 DOI: 10.1109/IEMBS.2007.4353395  1
2007 Mitsis GD, Debert CT, Hajo MI, Marmarelis VZ, Poulin MJ. Nonlinear, multiple-input modeling of cerebral hemodynamics during baseline and hypercapnia in young and post-menopausal women. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2007: 2855-8. PMID 18002590 DOI: 10.1109/IEMBS.2007.4352924  1
2007 Gholmieh GI, Courellis SH, Fluster D, Chen LS, Marmarelis VZ, Baudry M, Berger TW. Improving bioassay sensitivity for neurotoxins detection using volterra based third order nonlinear analysis. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2007: 2261-4. PMID 18002441 DOI: 10.1109/IEMBS.2007.4352775  1
2007 Song D, Chan RH, Marmarelis VZ, Hampson RE, Deadwyler SA, Berger TW. Nonlinear dynamic modeling of spike train transformations for hippocampal-cortical prostheses. Ieee Transactions On Bio-Medical Engineering. 54: 1053-66. PMID 17554824 DOI: 10.1109/TBME.2007.891948  1
2007 Gholmieh G, Courellis S, Marmarelis V, Berger T. Nonlinear dynamic model of CA1 short-term plasticity using random impulse train stimulation. Annals of Biomedical Engineering. 35: 847-57. PMID 17380396 DOI: 10.1007/s10439-007-9253-6  1
2007 Mitsis GD, French AS, Höger U, Courellis S, Marmarelis VZ. Principal dynamic mode analysis of action potential firing in a spider mechanoreceptor. Biological Cybernetics. 96: 113-27. PMID 17021828 DOI: 10.1007/s00422-006-0108-2  1
2006 Courellis SH, Zanos TP, Hsiao MC, Hampson RE, Deadwyler SA, Marmarelis VZ, Berger TW. Modeling hippocampal nonlinear dynamic transformations with principal dynamic modes. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 1: 2300-3. PMID 17946509 DOI: 10.1109/IEMBS.2006.260271  1
2006 Song D, Chan RH, Marmarelis VZ, Hampson RE, Deadwyler SA, Berger TW. Physiologically plausible stochastic nonlinear kernel models of spike train to spike train transformation. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 1: 6129-32. PMID 17946359 DOI: 10.1109/IEMBS.2006.259253  1
2006 Xie X, Song D, Wang Z, Marmarelis VZ, Berger TW. Interaction of short-term neuronal plasticity and synaptic plasticity revealed by nonlinear systems analysis in dentate granule cells. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 1: 5543-6. PMID 17946314 DOI: 10.1109/IEMBS.2006.259706  1
2006 Dimoka A, Courellis SH, Marmarelis VZ, Berger TW. Modeling the nonlinear dynamic interactions of the lateral and the medial perforant path of the hippocampal dentate gyrus. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 1: 5539-42. PMID 17946313 DOI: 10.1109/IEMBS.2006.260689  1
2006 Zanos TP, Courellis SH, Hampson RE, Deadwyler SA, Marmarelis VZ, Berger TW. A multi-input modeling approach to quantify hippocampal nonlinear dynamic transformations. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 1: 4967-70. PMID 17946273 DOI: 10.1109/IEMBS.2006.260575  1
2006 Hsiao MC, Chan CH, Srinivasan V, Ahuja A, Erinjippurath G, Zanos TP, Gholmieh G, Song D, Wills JD, LaCoss J, Courellis S, Tanguay AR, Granacki JJ, Marmarelis VZ, Berger TW. VLSI implementation of a nonlinear neuronal model: a "neural prosthesis" to restore hippocampal trisynaptic dynamics. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 1: 4396-9. PMID 17946244 DOI: 10.1109/IEMBS.2006.260138  1
2006 Marmarelis VZ, Zanos TP, Courellis SH, Berger TW. Boolean modeling of neural systems with point-process inputs and outputs. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 1: 2114-7. PMID 17946091 DOI: 10.1109/IEMBS.2006.260584  1
2006 Jeong JW, Shin DC, Do S, Marmarelis VZ. Segmentation methodology for automated classification and differentiation of soft tissues in multiband images of high-resolution ultrasonic transmission tomography. Ieee Transactions On Medical Imaging. 25: 1068-78. PMID 16894999 DOI: 10.1109/TMI.2006.877443  1
2006 Mitsis GD, Zhang R, Levine BD, Marmarelis VZ. Cerebral hemodynamics during orthostatic stress assessed by nonlinear modeling. Journal of Applied Physiology (Bethesda, Md. : 1985). 101: 354-66. PMID 16514006 DOI: 10.1152/japplphysiol.00548.2005  1
2006 Gholmieh G, Courellis S, Marmarelis V, Baudry M, Berger TW. A hippocampal-based biosensor for neurotoxins detection and classification using a novel short-term plasticity quantification method Advances in Network Electrophysiology: Using Multi-Electrode Arrays. 293-320. DOI: 10.1007/0-387-25858-2_12  1
2006 Berger TW, Ahuja A, Courellis SH, Erinjippurath G, Gholmieh G, Granacki JJ, Hsaio MC, Lacoss J, Marmarelis VZ, Nasiatka P, Srinivasan V, Song D, Tanguay AR, Wills J. Brain-Implantable Biomimetic Electronics as Neural Prostheses to Restore Lost Cognitive Function Handbook of Neural Engineering. 309-336. DOI: 10.1002/9780470068298.ch19  1
2006 Mitsis GD, Zhang R, Levine BD, Marmarelis VZ. Nonlinear physiological systems identification: Application to cerebral hemodynamics under orthostatic stress Proceedings of the 7th International Workshop On Mathematical Methods in Scattering Theory and Biomedical Engineering. 362-369.  1
2005 Berger TW, Ahuja A, Courellis SH, Deadwyler SA, Erinjippurath G, Gerhardt GA, Gholmieh G, Granacki JJ, Hampson R, Hsaio MC, LaCoss J, Marmarelis VZ, Nasiatka P, Srinivasan V, Song D, et al. Restoring lost cognitive function. Ieee Engineering in Medicine and Biology Magazine : the Quarterly Magazine of the Engineering in Medicine & Biology Society. 24: 30-44. PMID 16248115 DOI: 10.1109/MEMB.2005.1511498  1
2005 Marmarelis VZ, Berger TW. General methodology for nonlinear modeling of neural systems with Poisson point-process inputs. Mathematical Biosciences. 196: 1-13. PMID 15963534 DOI: 10.1016/j.mbs.2005.04.002  1
2005 Huang C, Marmarelis VZ, Zhou Q, Shung KK. An analytical model of multilayer ultrasonic transducers with an inversion layer. Ieee Transactions On Ultrasonics, Ferroelectrics, and Frequency Control. 52: 469-79. PMID 15857055 DOI: 10.1109/TUFFC.2005.1417269  1
2005 Jeong JW, Kim TS, Shin DC, Do S, Singh M, Marmarelis VZ. Soft tissue differentiation using multiband signatures of high resolution ultrasonic transmission tomography. Ieee Transactions On Medical Imaging. 24: 399-408. PMID 15754990 DOI: 10.1109/TMI.2004.843179  1
2005 Jeong JW, Shin DC, Do S, Marmarelis VZ. Automatic tissue segmentation algorithm for ultrasonic transmission tomography using active contours segmentation and unsupervised clustering Progress in Biomedical Optics and Imaging - Proceedings of Spie. 5750: 356-365. DOI: 10.1117/12.593758  1
2005 Zhou Q, Cannata JM, Guo H, Huang C, Marmarelis VZ, Shung KK. Half-thickness inversion layer high-frequency ultrasonic transducers using LiNbO 3 single crystal Ieee Transactions On Ultrasonics, Ferroelectrics, and Frequency Control. 52: 127-133. DOI: 10.1109/TUFFC.2005.1397357  1
2005 Berger TW, Granacki JJ, Marmarelis VZ, Tanguay AR, Deadwyler SA, Gerhardt GA. Implantable biomimetic electronics as neural prostheses for lost cognitive function Proceedings of the International Joint Conference On Neural Networks. 5: 3109-3114. DOI: 10.1109/IJCNN.2005.1556423  1
2005 Gholmieh G, Courellis S, Marmarelis V, Berger T. Detecting CA1 short-term plasticity variations associated with changes in stimulus intensity and extracellular medium composition Neurocomputing. 63: 465-481. DOI: 10.1016/j.neucom.2004.07.001  1
2004 Song D, Wang Z, Marmarelis VZ, Berger TW. A modeling paradigm incorporating parametric and non-parametric methods. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 1: 647-50. PMID 17271760 DOI: 10.1109/IEMBS.2004.1403241  1
2004 Mitsis GD, Ainslie PN, Poulin MJ, Robbins PA, Marmarelis VZ. Nonlinear modeling of the dynamic effects of arterial pressure and blood gas variations on cerebral blood flow in healthy humans. Advances in Experimental Medicine and Biology. 551: 259-65. PMID 15602973  1
2004 Mitsis GD, Poulin MJ, Robbins PA, Marmarelis VZ. Nonlinear modeling of the dynamic effects of arterial pressure and CO2 variations on cerebral blood flow in healthy humans. Ieee Transactions On Bio-Medical Engineering. 51: 1932-43. PMID 15536895 DOI: 10.1109/TBME.2004.834272  1
2004 Gholmieh G, Courellis S, Dimoka A, Wills JD, LaCoss J, Granacki JJ, Marmarelis V, Berger T. An algorithm for real-time extraction of population EPSP and population spike amplitudes from hippocampal field potential recordings. Journal of Neuroscience Methods. 136: 111-21. PMID 15183263 DOI: 10.1016/j.jneumeth.2004.01.006  1
2004 Jeong JW, Kim TS, Shin DC, Do S, Marmarelis VZ. Multi-band tissue classification for ultrasonic transmission tomography using spectral profile detection Progress in Biomedical Optics and Imaging - Proceedings of Spie. 5: 87-97. DOI: 10.1117/12.534358  1
2004 Courellis SH, Gholmieh G, Marmarelis VZ, Berger TW. Modeling nonlinear neural dynamics with Volterra-poisson kernels Ieee International Conference On Neural Networks - Conference Proceedings. 4: 3219-3222. DOI: 10.1109/IJCNN.2004.1381193  1
2004 Do S, Shin D, Jeong JW, Kim TS, Marmarelis VZ. Volterra-type nonlinear image restoration of medical imagery using principal dynamic modes 2004 2nd Ieee International Symposium On Biomedical Imaging: Macro to Nano. 1: 760-763.  1
2004 Jeong JW, Do SH, Shin DC, Kim TS, Huang C, Singh M, Marmarelis VZ. 3-D high resolution images of ultrasonic transmission tomography compared to magnetic resonance and optical images 2004 2nd Ieee International Symposium On Biomedical Imaging: Macro to Nano. 1: 968-971.  1
2003 Gholmieh G, Courellis S, Fakheri S, Cheung E, Marmarelis V, Baudry M, Berger T. Detection and classification of neurotoxins using a novel short-term plasticity quantification method. Biosensors & Bioelectronics. 18: 1467-78. PMID 12941562 DOI: 10.1016/S0956-5663(03)00120-9  1
2003 Kim TS, Shehada REN, Marmarelis VZ. Nonlinear modeling of ultrasonic transmit-receive system using laguerre-volterra networks Proceedings of Spie - the International Society For Optical Engineering. 5035: 62-69. DOI: 10.1117/12.479889  1
2003 Kim TS, Do SH, Marmarelis VZ. Multi-band tissue differentiation in ultrasonic transmission tomography Proceedings of Spie - the International Society For Optical Engineering. 5035: 41-48. DOI: 10.1117/12.479888  1
2003 Marmarelis VZ, Kim TS, Shehada REN. High resolution ultrasonic transmission tomography Proceedings of Spie - the International Society For Optical Engineering. 5035: 33-40. DOI: 10.1117/12.479887  1
2003 Berger TW, Granacki JJ, Marmarelis VZ, Sheu BJ, Tanguay AR. Brain-Implantable Biomimetic Electronics as Neural Prosthetics Annual International Conference of the Ieee Engineering in Medicine and Biology - Proceedings. 2: 1956-1959. DOI: 10.1109/CNE.2003.1196768  1
2003 Song D, Wang Z, Marmarelis VZ, Berger TW. Non-parametric Interpretation and Validation of the Parametric Short-term Plasticity Models Annual International Conference of the Ieee Engineering in Medicine and Biology - Proceedings. 2: 1901-1904.  1
2003 Dimoka A, Courellis SH, Song D, Marmarelis VZ, Berger TW. Identification of the Lateral and Medial Perforant Path of the Hippocampus Using Single and Dual Random Impulse Train Stimulation Annual International Conference of the Ieee Engineering in Medicine and Biology - Proceedings. 2: 1933-1936.  1
2003 Mitsis GD, Mahalingam A, Zhang R, Levine BD, Marmarelis VZ. Nonlinear Analysis of Dynamic Cerebral Autoregulation in Humans under Orthostatic Stress Annual International Conference of the Ieee Engineering in Medicine and Biology - Proceedings. 1: 398-401.  1
2003 Gholmieh G, Courellis SH, Song D, Wang Z, Marmarelis VZ, Berger TW. Characterization of the Short-Term Plasticity of the Dentate Gyrus-CA3 System Using Nonlinear Systems Analysis Annual International Conference of the Ieee Engineering in Medicine and Biology - Proceedings. 2: 1929-1932.  1
2003 Zhou QF, Cannata J, Huang CZ, Guo HK, Marmarelis V, Shung KK. Fabrication and modeling of inversion layer ultrasonic transducers using LiNbO3 single crystal Proceedings of the Ieee Ultrasonics Symposium. 1: 1034-1037.  1
2003 Mitsis GD, Courellis S, French AS, Marmarelis VZ. Principal Dynamic Mode Analysis of a Spider Mechanoreceptor Action Potentials Annual International Conference of the Ieee Engineering in Medicine and Biology - Proceedings. 3: 2051-2054.  1
2003 Kim TS, Huang C, Jeong JW, Shin DC, Singh M, Marmarelis VZ. Sinogram enhancement for high-resolution ultrasonic transmission tomography using nonlinear anisotropic coherence diffusion Proceedings of the Ieee Ultrasonics Symposium. 2: 1816-1819.  1
2002 Gholmieh G, Courellis S, Marmarelis V, Berger T. An efficient method for studying short-term plasticity with random impulse train stimuli. Journal of Neuroscience Methods. 121: 111-27. PMID 12468002 DOI: 10.1016/S0165-0270(02)00164-4  1
2002 Mitsis GD, Zhang R, Levine BD, Marmarelis VZ. Modeling of nonlinear physiological systems with fast and slow dynamics. II. Application to cerebral autoregulation. Annals of Biomedical Engineering. 30: 555-65. PMID 12086006 DOI: 10.1114/1.1477448  1
2002 Mitsis GD, Marmarelis VZ. Modeling of nonlinear physiological systems with fast and slow dynamics. I. Methodology. Annals of Biomedical Engineering. 30: 272-81. PMID 11962778 DOI: 10.1114/1.1458591  1
2002 Song D, Marmarelis VZ, Berger TW. Parametric and non-parametric models of short-term plasticity Annual International Conference of the Ieee Engineering in Medicine and Biology - Proceedings. 3: 1964-1965.  1
2002 Marmarelis VZ, Mitsis GD, Huecking K, Bergman RN. Nonlinear modeling of the insulin-glucose dynamic relationship in dogs Annual International Conference of the Ieee Engineering in Medicine and Biology - Proceedings. 1: 224-225.  1
2002 Mitsis GD, Poulin MJ, Robbins PA, Marmarelis VZ. Nonlinear multivariate analysis of dynamic cerebral blood flow regulation in humans Annual International Conference of the Ieee Engineering in Medicine and Biology - Proceedings. 2: 1341-1342.  1
2002 Mitsis GD, Marmarelis VZ. Nonlinear modeling of physiological systems with multiple inputs Annual International Conference of the Ieee Engineering in Medicine and Biology - Proceedings. 1: 21-22.  1
2001 Gholmieh G, Soussou W, Courellis S, Marmarelis V, Berger T, Baudry M. A biosensor for detecting changes in cognitive processing based on nonlinear systems analysis. Biosensors & Bioelectronics. 16: 491-501. PMID 11544043 DOI: 10.1016/S0956-5663(01)00163-4  1
2001 Berger TW, Baudry M, Diaz R, Brinton L, Marmarelis VZ, Park AY, Sheu BJ, Tanguay AR. Brain-Implantable Biomimetic Electronics as the Next Era in Neural Prosthetics Proceedings of the Ieee. 89: 993-1011. DOI: 10.1109/5.939806  1
2000 Alataris K, Berger TW, Marmarelis VZ. A novel network for nonlinear modeling of neural systems with arbitrary point-process inputs. Neural Networks : the Official Journal of the International Neural Network Society. 13: 255-66. PMID 10935764 DOI: 10.1016/S0893-6080(99)00092-1  1
2000 Shehada RE, Marmarelis VZ, Mansour HN, Grundfest WS. Laser induced fluorescence attenuation spectroscopy: detection of hypoxia. Ieee Transactions On Bio-Medical Engineering. 47: 301-12. PMID 10743771 DOI: 10.1109/10.827290  1
1999 Iatrou M, Berger TW, Marmarelis VZ. Modeling of nonlinear nonstationary dynamic systems with a novel class of artificial neural networks. Ieee Transactions On Neural Networks / a Publication of the Ieee Neural Networks Council. 10: 327-39. PMID 18252530 DOI: 10.1109/72.750563  1
1999 Iatrou M, Berger TW, Marmarelis VZ. Application of a novel modeling method to the nonstationary properties of potentiation in the rabbit hippocampus. Annals of Biomedical Engineering. 27: 581-91. PMID 10548328  1
1999 Marmarelis VZ, Juusola M, French AS. Principal dynamic mode analysis of nonlinear transduction in a spider mechanoreceptor. Annals of Biomedical Engineering. 27: 391-402. PMID 10374731  1
1999 Marmarelis VZ, Chon KH, Holstein-Rathlou NH, Marsh DJ. Nonlinear analysis of renal autoregulation in rats using principal dynamic modes. Annals of Biomedical Engineering. 27: 23-31. PMID 9916757  1
1999 Chian MT, Marmarelis VZ, Berger TW. Decomposition of neural systems with nonlinear feedback using stimulus-response data Neurocomputing. 26: 641-654. DOI: 10.1016/S0925-2312(98)00160-X  1
1998 Chon KH, Holstein-Rathlou NH, Marsh DJ, Marmarelis VZ. Comparative nonlinear modeling of renal autoregulation in rats: Volterra approach versus artificial neural networks. Ieee Transactions On Neural Networks / a Publication of the Ieee Neural Networks Council. 9: 430-5. PMID 18252466 DOI: 10.1109/72.668884  1
1998 Chon KH, Chen YM, Holstein-Rathlou NH, Marmarelis VZ. Nonlinear system analysis of renal autoregulation in normotensive and hypertensive rats. Ieee Transactions On Bio-Medical Engineering. 45: 342-53. PMID 9509750 DOI: 10.1109/10.661159  1
1998 Zhao X, Marmarelis VZ. Nonlinear parametric models from Volterra kernels measurements Mathematical and Computer Modelling. 27: 37-43. DOI: 10.1016/S0895-7177(98)00016-8  1
1997 Marmarelis VZ, Zhao X. Volterra models and three-layer perceptrons. Ieee Transactions On Neural Networks / a Publication of the Ieee Neural Networks Council. 8: 1421-33. PMID 18255744 DOI: 10.1109/72.641465  1
1997 Marmarelis VZ. Modeling methodology for nonlinear physiological systems. Annals of Biomedical Engineering. 25: 239-51. PMID 9084829  1
1997 Zhao X, Marmarelis VZ. On the relation between continuous and discrete nonlinear parametric models Automatica. 33: 81-84.  1
1996 Snyder WJ, Maarek JMI, Papaioannou T, Marmarelis VZ, Grundfest WS. Biologic fluorescence decay characteristics: Determination by Laguerre expansion technique Proceedings of Spie - the International Society For Optical Engineering. 2679: 150-161. DOI: 10.1117/12.237583  1
1996 Stavridi M, Marmarelis VZ, Grundfest WS. Simultaneous monitoring of spectral and temporal Xe-Cl excimer laser-induced fluorescence Measurement Science and Technology. 7: 87-95. DOI: 10.1088/0957-0233/7/1/012  1
1995 Stavridi M, Marmarelis VZ, Grundfest WS. Spectro-temporal studies of Xe-Cl excimer laser-induced arterial wall fluorescence. Medical Engineering & Physics. 17: 595-601. PMID 8564154  1
1995 French AS, Marmarelis VZ. Nonlinear neuronal mode analysis of action potential encoding in the cockroach tactile spine neuron. Biological Cybernetics. 73: 425-30. PMID 7578479 DOI: 10.1007/BF00201477  1
1994 Chon KH, Chen YM, Marmarelis VZ, Marsh DJ, Holstein-Rathlou NH. Detection of interactions between myogenic and TGF mechanisms using nonlinear analysis. The American Journal of Physiology. 267: F160-73. PMID 8048557  1
1993 Chon KH, Chen YM, Holstein-Rathlou NH, Marsh DJ, Marmarelis VZ. On the efficacy of linear system analysis of renal autoregulation in rats. Ieee Transactions On Bio-Medical Engineering. 40: 8-20. PMID 8468079 DOI: 10.1109/10.204766  1
1993 Marmarelis VZ, Orme ME. Modeling of neural systems by use of neuronal modes. Ieee Transactions On Bio-Medical Engineering. 40: 1149-58. PMID 8307599 DOI: 10.1109/10.245633  1
1993 Marmarelis VZ, Chon KH, Chen YM, Marsh DJ, Holstein-Rathlou NH. Nonlinear analysis of renal autoregulation under broadband forcing conditions. Annals of Biomedical Engineering. 21: 591-603. PMID 8116912 DOI: 10.1007/BF02368640  1
1993 Marmarelis VZ. Identification of nonlinear biological systems using Laguerre expansions of kernels. Annals of Biomedical Engineering. 21: 573-89. PMID 8116911 DOI: 10.1007/BF02368639  1
1993 Marmarelis VZ. Relation between the Volterra-Wiener approach and a class of artificial neural networks Proceedings of the Annual Conference On Engineering in Medicine and Biology. 15: 244-245.  1
1993 Chon KH, Holstein-Rathlou NH, Marsh DJ, Marmarelis VZ. Detection of nonlinear interaction between the myogenic and TGE mechanisms using Volterra-Wiener analysis Proceedings of the Annual Conference On Engineering in Medicine and Biology. 15: 515-516.  1
1993 Marmarelis VZ. Neuronal mode analysis Proceedings of the Annual Conference On Engineering in Medicine and Biology. 15: 513-514.  1
1991 Chon KH, Holstein-Rathlou NH, Marsh DJ, Marmarelis VZ. Nonlinear analysis of tubuloglomerular feedback Proceedings of the Annual Conference On Engineering in Medicine and Biology. 13: 2252-2253.  1
1991 Courellis SH, Marmarelis VZ. Sensitivity enhancement of elementary velocity estimators with self and lateral facilitation mechanisms Proceedings. Ijcnn-91-Seattle: International Joint Conference On Neural Networks. 749-758.  1
1990 Courellis SH, Marmarelis VZ. An artificial neural network for motion detection and speed estimation . 407-421.  1
1989 Khoo MC, Marmarelis VZ. Estimation of peripheral chemoreflex gain from spontaneous sigh responses. Annals of Biomedical Engineering. 17: 557-70. PMID 2511788 DOI: 10.1007/BF02367463  1
1989 Marmarelis VZ. Identification and modelling of a class of nonlinear systems Mathematical and Computer Modelling. 12: 991-995. DOI: 10.1016/0895-7177(89)90205-7  1
1989 Marmarelis VZ. Linearized models of a class of nonlinear dynamic systems Applied Mathematical Modelling. 13: 21-26. DOI: 10.1016/0307-904X(89)90193-5  1
1989 Marmarelis VZ. Role of nonlinear models in neurophysiological system analysis Ifac Proceedings Series. 39-49.  1
1989 Abdel-Malek AA, O'Leary DP, Marmarelis VZ. Parametric analysis of vestibulo-ocular responses to active head movements Ifac Proceedings Series. 525-528.  1
1988 Marmarelis VZ. Coherence and apparent transfer function measurements for nonlinear physiological systems. Annals of Biomedical Engineering. 16: 143-57. PMID 3408047 DOI: 10.1007/BF02367386  1
1988 Abdel-Malek A, Markham CH, Marmarelis PZ, Marmarelis VZ. Quantifying deficiencies associated with Parkinson's disease by use of time-series analysis. Electroencephalography and Clinical Neurophysiology. 69: 24-33. PMID 2448118 DOI: 10.1016/0013-4694(88)90032-6  1
1988 Abdel Malek A, Marmarelis VZ. Modeling of Task-Dependent Characteristics of Human Operator Dynamics Pursuit Manual Tracking Ieee Transactions On Systems, Man and Cybernetics. 18: 163-172. DOI: 10.1109/21.87065  1
1988 Sams AD, Marmarelis VZ. Identification of linear periodically time-varying systems using white-noise test inputs Automatica. 24: 563-567. DOI: 10.1016/0005-1098(88)90101-X  1
1988 Marmarelis VZ. Introduction Annals of Biomedical Engineering. 16: 1-2. DOI: 10.1007/BF02367376  1
1987 Citron MC, Marmarelis VZ. Applications of minimum-order Wiener modeling to retinal ganglion cell spatiotemporal dynamics. Biological Cybernetics. 57: 241-7. PMID 3689833 DOI: 10.1007/BF00338817  1
1987 Curlander JC, Marmarelis VZ. A linear spatio-temporal model of the light-to-bipolar cell system and its response characteristics to moving bars. Biological Cybernetics. 57: 357-63. PMID 3435724 DOI: 10.1007/BF00354981  1
1987 Ghazanshahi SD, Yamashiro SM, Marmarelis VZ. Use of a random forcing for high-frequency ventilation. Journal of Applied Physiology (Bethesda, Md. : 1985). 62: 1201-5. PMID 3106310  1
1986 Marmarelis VZ, Citron MC, Vivo CP. Minimum-order Wiener modelling of spike-output systems. Biological Cybernetics. 54: 115-23. PMID 3719030 DOI: 10.1007/BF00320482  1
1986 Ghazanshahi SD, Marmarelis VZ, Yamashiro SM. Analysis of the gas exchange system dynamics during high-frequency ventilation. Annals of Biomedical Engineering. 14: 525-42. PMID 3103501 DOI: 10.1007/BF02484470  1
1985 Curlander JC, Marmarelis VZ. SPATIO-TEMPORAL MODEL FOR PREPROCESSING OF VISUAL INFORMATION IN THE RETINA . 568-572.  1
1977 Marmarelis VZ, McCann GD. A family of quasi-white random signals and its optimal use in biological system identification. Part II: application to the photoreceptor of Calliphora erythrocephala. Biological Cybernetics. 27: 57-62. PMID 889958 DOI: 10.1007/BF00357711  1
Show low-probability matches.