Publications

↪ Book Chapters

B2. H.I. Krebs, K.P. Michmizos, T. Susko, H. Lee, A. Roy, N. Hogan, "Beyond Human or Robot Administered Treadmill Training," (pp. 409-433) in D.J. Reinkensmeyer, V. Dietz (eds.): Neurorehabilitation Technology, Springer, August 2016 [ link ]

[ --- ComBra Lab founded ---]

B1. K.P. Michmizos, K.S. Nikita, "Physiological Systems Modeling Simulation and Control," (pp. 745-787) in Z.O. Abu-Faraj (ed.): Handbook of Research on Biomedical Engineering Education and Advanced Bioengineering Learning: Interdisciplinary Concepts. IGI-Global, Hershey, PA, USA, 2012 [ link ]


↪ Journal publications

J17. L. Kozachkov, K.P. Michmizos, "A Computational Role for Astrocytes in Memory," arXiv:1707.05649, 2017

J16. L. Kozachkov, K.P. Michmizos, "The Causal Role of Astrocytes in Slow-Wave Rhythmogenesis: A Computational Modelling Study," arXiv:1702.03993, 2017

J15. K.P. Michmizos, H. I. Krebs, "Pediatric Robotic Rehabilitation: Current knowledge and future trends in treating children with sensorimotor impairments," Neurorehabilitation, pp. 1-8, doi: 10.3233/NRE-171458, 2017 [ link ]

J14. F. Mamashli, S. Khan, H.M. Bharadwaj, K.P. Michmizos, S. Ganesan, K. Garel, J. Hashmi, M. Herbert, M. Hamalainen, T. Kenet, "Auditory Processing in Noise is Associated with Complex Patterns of Disrupted Functional Connectivity in Autism Spectrum Disorder," Autism Research, 10 (4), 631-647, 2017 [ link ]

J13. K.P. Michmizos, B. Lindqvist, S. Wong, E.L. Hargreaves, G.D. Mitsis, S.F. Danish, K.S. Nikita, "Computational Neuromodulation: Future Challenges for Deep Brain Stimulation," IEEE Signal Processing Magazine, 34(2), 114-119, 2017 [ link ]

J12. K. Kostoglou, K.P. Michmizos, P. Stathis, D. Sakas, K.S. Nikita, G.D. Mitsis, "Classification and prediction of clinical improvement in Deep Brain Stimulation from intraoperative microelectrode recordings," IEEE Transactions on Biomedical Engineering, 64(5), 1123-1130, 2017 [ link ]

J11. S. Khan, J.A. Hashmi, F. Mamashli, H.M.Bharadwaj, S. Ganesan, K.P. Michmizos, M. Kitzbichler, M. Zetino, K. Garel, M. Hamalainen, T. Kenet, "Altered Onset Response Dynamics in Somatosensory Processing in Autism Spectrum Disorder," Frontiers in Neuroscience, section Child and Adolescent Psychiatry, 2016 [ link ]

J10. K.P. Michmizos, S. Rossi, P. Cappa, H.I. Krebs "Robot-Aided Neurorehabilitation: A Pediatric Robot for Ankle Rehabilitation," IEEE Transactions on Neural Systems and Rehabilitation Engineering, 23(6), pp. 1056 - 1067, doi: 10.1109/TNSRE.2015.2410773, 2015 [ link ]

[ --- ComBra Lab founded ---]

J9. S. Khan, K.P. Michmizos, M. Tommerdahl, S. Ganesan, M. Kitzbichler, M. Zetino, K. Garel, M. Herbert, M. Hamalainen, T. Kenet "Somatosensory cortex functional connectivity abnormalities in autism show opposite trends, depending on direction and spatial scale," Brain, 138(5):1394-409. doi: 10.1093/brain/awv043, 2015 [ link ]

J8. K.P. Michmizos, P. Frangou, P. Stathis, D.E. Sakas, K.S. Nikita "Beta - band frequency peaks inside the subthalamic nucleus as a biomarker for motor improvement after Deep Brain Stimulation in Parkinson’s disease,"IEEE Journal of Biomedical and Health Informatics, 19 (1), 174-180, 2015 [ link ]

J7. K.P. Michmizos, L. Vaisman, H.I. Krebs "A Comparative analysis of speed profile models for ankle pointing movements: Evidence that lower and upper extremity discrete movements are controlled by a single invariant strategy,"Frontiers in Human Neuroscience, 2014 [ link ]

J6. K.P. Michmizos, H.I. Krebs, "Reaction time in ankle movements: a diffusion model analysis," Experimental Brain Research , 232(11), pp. 3475-88, 2014 [ link ]

J5. K.P. Michmizos, H.I. Krebs, "Pointing with the ankle: the speed-accuracy tradeoff," Experimental Brain Research, 232(2), pp. 647-657, 2014 [ link ]

J4. S. Khan, J. Lefèvre, S. Baillet, K.P. Michmizos, S. Ganesan, M. Kitzbichler, M. Zetino, M. Hämäläinen, C. Papadelis, T. Kenet, "Encoding Cortical Dynamics in Sparse Features," Frontiers in Human Neuroscience, (9 pp.), 2014 [ link ]

J3. K.P. Michmizos, D.E. Sakas, K.S. Nikita, "Parameter identification for a local field potential driven model of the parkinsonian subthalamic nucleus spike activity," Neural Networks, (11 pp.), 2012 [ link ]

J2. K.P. Michmizos, D.E. Sakas, K.S. Nikita, "Prediction of the timing and the rhythm of the parkinsonian subthalamic nucleus neural spikes using the local field potentials," IEEE Transactions of Information Technology in Biomedicine, (8 pp.), 2012 [ link ]

J1. K.P. Michmizos, D.E. Sakas, K.S. Nikita, "Toward relating the subthalamic nucleus spiking activity with the local field potentials acquired intranuclearly," IOP Measurement Science and Technoloy 22(11), (9 pp.), 2011 [ link ]


↪ Conference publications

C32. G. Tang, K.P. Michmizos,"Camera-based Detection of the Early Stages of Fatigue: Validation with MEG and Self-Assessment Data," Cognitive Computational Neuroscience (CCN ), NY, September 2017

C31. N.Kumar, C.Trivedi, D. Pantazis, D. Metaxas, K.P. Michmizos,"NeuRobotics: A Spiking Neural Network Model of the Brain’s Spatial Navigation System for Autonomous Robots," Cognitive Computational Neuroscience (CCN ), NY, September 2017

C30. L. Kozachkov, K.P. Michmizos,"On the Computational Roles of Astrocytes," Cognitive Computational Neuroscience (CCN), NY, September 2017

C29. P. Balachandar, K.P. Michmizos, "NeuRobotics: A Spiking Neural Network Model of the Oculomotor System for Controlling a Biomimetic Robotic Head," Cognitive Computational Neuroscience (CCN ), NY, September 2017

C28. L. Kozachkov, K. Feigelis, K.P. Michmizos, "A Biomimetic Neural-Astrocytic Network: Adding a Slow Layer for Fast Information Processing," 5th Neuro Inspired Computational Elements Workshop (NICE 2017), IBM Research - Almaden, March 6th-8th, 2017 [ poster ]

C27. P. Balachandar, K.P. Michmizos, "Neuromorphic Robotic Attention: A spike-based oculomotor controller," 5th Neuro Inspired Computational Elements Workshop (NICE 2017), IBM Research - Almaden, March 6th-8th, 2017 [ poster ]

C26. G. Tang, K.P. Michmizos, "GRIDBOT: Spike-based head direction cells employing Bayesian inference," 5th Neuro Inspired Computational Elements Workshop (NICE 2017), IBM Research - Almaden, March 6th-8th, 2017 [ poster ]

C25. Y Mohsenzadeh, K.P. Michmizos, D Metaxas, D Pantazis, "Mental fatigue in a prolonged multiple object tracking task," Society for Neuroscience, San Diego, November 12-16, 2016

C24. Y Mohsenzadeh, K.P. Michmizos, D Metaxas, D Pantazis, "Neural and pupil diameter effects of mental fatigue," 20th International Conference on Biomagnetism, Seoul, South Korea, October 1-6, 2016

C23. J. Ames, K.P. Michmizos, "A Biologically Inspired Image Classifier: Adaptive Feature Detection," IEEE EMBC '16, Orlando, USA, 2016 [ link ]

C22. R. Kommalapati, K.P. Michmizos, "Virtual Reality for Pediatric Neuro-Rehabilitation: Adaptive Visual Feedback of Movement to Engage the Mirror Neuron System," IEEE EMBC '16, Orlando, USA, 2016 [ link ]

C21. H.I. Krebs, K.P. Michmizos, L. Monterosso, J. Mast, "Pediatric Anklebot: Pilot Clinical Trial," IEEE BioRob '16, Singapore, 2016 [ link ]

[ --- ComBra Lab founded ---]

C20. K.P. Michmizos, S. Khan, M. Hamalainen, T. Kenet, "From spikes to MEG signals: A Computational Model Mimics Abnormalities in Cortical Feed-forward and Feed-back Connectivity in Autism Spectrum Disorders," IEEE EMBC '14, Chicago, Illinois, 2014 [ link ]

C19. K.P. Michmizos, H.I. Krebs, "A Hierarchical Bayesian Modeling of the Ankle Reaction Time," IEEE EMBC '14, Chicago, Illinois, 2014 [ link ]

C18. K.P. Michmizos, H.I. Krebs, "Modeling Reaction Time in the Ankle," IEEE BioRob '14, pp. 542 - 547, Sao Paolo, Brazil, 2014 [ link ]

C17. A. Siqueira, K.P. Michmizos, H.I. Krebs, "Development of a robotic system for bilateral telerehabilitation," COBEM '13, Sao Paolo, Brazil, 2013[ link ]

C16. P.D. Frangou, K.P. Michmizos, P. Stathis, D. Sakas, K.S. Nikita, "Beta band peak in Local Field Potentials as a marker of clinical improvement in Parkinsons disease after Deep Brain Stimulation," IFMBE MEDICON '13, Sevilla, Spain, 2013 [Top 10 finalist for best paper award] [ link ]

C15. K.P. Michmizos, P.D. Frangou, P. Stathis, D. Sakas, K.S. Nikita, "Beta band peak localizes the optimal Deep Brain Stimulation contact in Parkinson's disease patients," International Conference on Deep Brain Stimulation, Dusseldorf, Germany, 2013[ link ]

C14. K. Kostoglou, K.P. Michmizos, P. Stathis, D. Sakas, K.S. Nikita , G. Mitsis, "Prediction of the Parkinsonian subthalamic nucleus spike activity from local field potentials using nonlinear dynamic models," IEEE BIBE '12, Larnaca, Cyprus, 2012 [ link ]

C13. K.P. Michmizos, H.I. Krebs, "Assist-as-Needed in Lower Extremity Robotic Therapy for Children with Cerebral Palsy," IEEE BioRob ’12, Rome, Italy, June 2012 [ link ]

C12. K.P. Michmizos, H.I. Krebs, "Serious Games for the Pediatric Anklebot," ΙΕΕΕ BioRob ‘12 Rome, Italy, June 2012 [ link ]

C11. K.P. Michmizos, K.S. Nikita, "Addition of deep brain stimulation signal to a local field potential driven Izhikevich model masks the pathological firing pattern of an STN neuron," IEEE EMBC ’11, Boston, USA, August 2011 [ link ]

C10. K.P. Michmizos, K.S. Nikita, "Local field potential driven Izhikevich model predicts a subthalamic nucleus neuron activity," ΙΕΕΕ EMBC ‘11 Boston, USA, August 2011 [ link ]

C09. K.P. Michmizos, V. Papavasileiou, D. Sakas, K.S.Nikita, "Mathematical Physiological Modeling of the relation between local field potentials and spikes recorded inside the Subthalamic Nucleus," IEEE ITAB 2010, Corfu, Greece, November 2010 [ link ]

C08. K.P. Michmizos, K.S. Nikita, "Can We Infer Subthalamic Nucleus Spike Trains from Intranuclear Local Field Potentials?," IEEE EMBC '10, Buenos Aires, Argentina, September 2010 [ link ]

C07. K.P. Michmizos, D.E. Sakas, K.S. Nikita, "An in-silico model of an STN neuron that uses the LFPs to predict the spikes," Consciousness and its Measures, Limassol, Cyprus, November 29- December 1, 2009

C06. K.P. Michmizos, G.L. Tagaris, D.E. Sakas, K.S. Nikita, "Employing LFPs and spikes to model the non-linear behavior of the STN," 18th Annual Computational Neuroscience Meeting, Berlin, Germany, BMC Neuroscience 10 doi:10.1186/1471-2202-10-S1-P320J1, July 2009

C05. K.P. Michmizos, G.L. Tagaris, D.E. Sakas, K.S. Nikita, "Towards Input Output Non-Linear Modeling of the Subthalamic Nucleus using Intranuclear Recordings," IEEE NER '09, Antalya, Turkey, April 2009

C04. K.P. Michmizos, G.L. Tagaris, D.E. Sakas, K.S. Nikita, "Automatic Intra-Operative Localization of STN using the Beta Band Frequencies of Microelectrode Recordings," IEEE BIBE '08 2008, Athens, Greece

C03. K.P. Michmizos, H.L. Galiana, "A Biomimetic robotic Head using A model of ocular tracking," Festival on International Conferences on Caregiving, Dissability, Aging and Technologies, Toronto, July 2007

C02. K.P. Michmizos, C. Argyropoulos, V. Aidinis, G. Nikiforidis, K. Berberidis, "A proposal of a novel segmentation technique of microarray images," IEEE IST 2007, Krakow, Poland, May 2007

C01. I. Nikita, K.P. Michmizos, K. Berberidis, G. Kostopoulos, "Carbachol induces fast oscillations (20-45Hz) with greater probability and intensity in ventral than in dorsal hippocampal slices of the rat," National Convention of the Hellenic Society of Neurosciences, Athens, October 2003. [best paper award]



Please note: The copyrights to the publications are held by their publishers. The pdf files provided in this web site may be used only for single copies for personal use, as though they were reprints provided by mail. They may not be reposted on other web sites or used for any other purpose without the express permission of the appropriate publishers.