Strategy Change Publications
Book
Kozma, R., W.J. Freeman
"Cognitive Phase Transitions in the Cortex 鈥� A Collective Dynamics Perspective Extending
Beyond the Neural Doctrine, with commentaries"
Springer Verlag, Heidelberg, (revised, 2015).
Chapters
R. Kozma, J. Wang, Z. Zeng (2015)
"Neurodynamics", in: , J. Kacpzyk, W. Pedrycz (Eds), pp. 607-648, Springer Verlag, Berlin.
W. J. Freeman, R. Kozma, G. Li, R. Quiroga, G. Vitiello, T. Zhang (2015)
Advances in Cognitive Neurodynamics, 4, pp. 127-136. Springer Netherlands.
H. Siegelman, R. Kozma (2014)
"Associative Learning"
UNESCO Encyclopedia of Life Support Systems (EOLSS), Vol. Computational Intelligence,
(Eds) H. Ishibuchi, UNESCO EOLSS Press, New York (in press).
R. Kozma (2014)
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Advances in Cognitive Neurodynamics, 4, pp. 503-507. Springer, Netherlands.
R. Kozma, W. J. Freeman (2014)
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Advances in Cognitive Neurodynamics, 4, pp. 137-142. Springer Netherlands.
R. Kozma (2014)
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Encyclopedia of Computational Neuroscience, R. Jung, D. Jaeger (Eds), DOI 10.1007/978-1-4614-7320-6_71-1,
Springer Verlag, New York.
R. Kozma (2014)
"Neural Mass Action"
Encyclopedia of Computational Neuroscience, R. Jung, D. Jaeger (Eds), DOI 10.1007/978-1-4614-7320-6_68-3,
Springer Verlag, New York.
R. Kozma, M. Puljic, W. J. Freeman (2014)
"Thermodynamic Model of Criticality in the Cortex based on EEG/ECoG data"
Criticality in Neural Systems, D. Plenz (Eds), http://arxiv.org/abs/1206.1108, pp.
153-176, John Wiley & Sons.
http://arxiv.org/abs/1206.1108
Journals
Hu, S., Wang, H., Zhang, J., Kong, W., Cao, Y,, and Kozma, R. (2015)
"Comparison Analysis: Granger Causality and New Causality, and their applications to
Motor Imagery"
Special Issue On Neurodynamic Systems For Optimization And Applications
R. Kozma, M. Puljic (2015)
"Neuropercolation model of pattern-based computing in brains through cognitive phase
transitions"
Theoretical Computer Science C: Natural Computing (submitted)
Janson, S. R. Kozma, M. Ruszinko, Y. Sokolov (2015)
"Activation Process on a long-range percolation Graph with Power Law Long Edge Distribution.
Part I: Phase Transition without Inhibition" (in progress).
S. Hu, Y. Sokolov, R. Kozma, F. Ohl, A. Schultz, T. Wanger (2015)
"Causality Flow in Auditory Cortex during Gerbil Category Learning" (in progress)
Davis, J.J., G. Gillett, R. Kozma (2015)
"," Mind and Matter, Vol. 13(1), pp. 45-69.
R. Kozma, M. Puljic (2015)
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Current opinion in neurobiology, 31, 181-188.
Y. Sokolov, R. Kozma, L. D. Werbos, P. J. Werbos (2015)
"Complete stability analysis of a heuristic ADP control design"
Automatica, 59, 9-18.
S. Hu, H. Wang, J. Zhang, W. Kong, Y. Cao, R. Kozma (2015)
"Causality from Cz to C3/C4 or between C3 and C4 Revealed by Granger Causality and
New Causality during Motor Imagery" (in press)
DOI: 10.1109/TNNLS.2015.2441137
M. I. Rabinovich, Y. Sokolov, R. Kozma (2014)
"Robust sequential working memory recall in heterogeneous cognitive networks"
Frontiers in Systems Neuroscience, 8, 220.
R. Ilin, J. Zhang, L. Perlovsky, R. Kozma (2014)
"Vague-to-Crisp Dynamics of Percept Formation Modeled as Operant (Selectionist) Process"
Cognitive Neurodynamics 8(1), 71-80,
10.1007/s11571-013-9262-0
R. Kozma, M. Puljic (2013)
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Cognitive Computation, Vol. 5(2), pp. 164-169.
R. Kozma, M. Puljic (2013)
"Hierarchical Random Cellular Neural Networks for System-Level Brain-Like Signal Processing"
Neural Networks, 45, pp. 201- 110.
Conferences
Davis, J.J., R. Kozma, W.J. Freeman (2015) "The Art of Encephalography to Understand and Discriminate Higher Cognitive Functions Visualizing Big Data on Brain Imaging using Brain Dynamics Movies," INNS Int. Conf. Big Data, 8-11, Aug., 2015, San Francisco, CA.
Y. Sokolov, R. Kozma, (2014)
"Stability of dynamic brain models in neuropercolation approximation" Proc. IEEE Conf. Systems, Man, and Cybernetics (SMC2014), San Diego, USA, IEEE,
pp. 2230-2233.
J. K. Dutta, B. Banerjee, R. Ilin, R. Kozma (2014)
"Abnormal event detection in EEG imaging-Comparing predictive and model-based approaches"
Proc. 2014 IEEE Symposium Series SSCI2014, Computational Intelligence in Brain Computer
Interfaces (CIBCI), Orlando, USA, pp. 10-15. IEEE.
J. J. J. Davis, R. Kozma (2014)
"Sensitivity analysis of Hilbert transform with band-pass FIR filters for robust brain
computer interfaces"
Proc. 2014 IEEE Symposium Series SSCI2014, Computational Intelligence in Brain Computer
Interfaces (CIBCI), Orlando, USA, pp. 16-21, IEEE.
M. N. Myers, R. Kozma, R. Ilin, J. J. J. Davis (2014)
"Phase Cone Detection Optimization in EEG Data"
Proc. IEEE World Congress Comp. Intelligence (WCCI2014), Beijing, China, pp. 2504-2511,
IEEE Press.
R. Kozma, W. J. Freeman (2014)
"On Neural Substrates of Cognition: Theory, experiments and application in brain computer
interfaces"
Biomedical Science and Engineering Center Conference (BSEC), 2014 Annual Oak Ridge
National Laboratory (pp. 1-4). DOI 10.1109/BSEC.2014.6867749, IEEE Press.
Y. Sokolov, R. Kozma, M. I. Rabinovich (2014)
"Noise effects in a dynamic model of attentional switching"
Biomedical Science and Engineering Center Conference (BSEC), 2014 Annual Oak Ridge
National Laboratory (pp. 1-4). DOI 10.1109/BSEC.2014.6867748, IEEE Press.
R. Kozma, J. J. J. Davis, W. J. Freeman (2013)
"Neurophysiological evidence of the cognitive cycle and the emergence of awareness"
Int. Conf. Awareness Sci. & Tech., pp. 149-157, Aizu-Wakamatsu, Japan, IEEE Press.
R. Kozma, Y. Sokolov (2013)
"Improved Stability Criteria of ADP Control for Efficient Context-Aware Decision Support
Systems"
Int. Conf. Awareness Sci. & Tech., pp. 41-46, Aizu-Wakamatsu, Japan, IEEE Press.
P. Erdi, R. Kozma, M. Puljic, J. Szente (2013)
"Neuropercolation and Related Models of Criticalities"
Contents XXIX-th Eur. Meeting of Statisticians, Hungary, pp. 106.
J. J. J. Davis, R. Kozma (2013)
"Creation of Knowledge & Meaning Manifested via Cortical Singularities in Cognition"
IEEE Symp. Series on Comp. Intelligence, Singapore, pp. 15-22, IEEE Press.
R. Kozma, W. J. Freeman (2013)
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Proc. Int. Conf. Cognitive Neurodynamics, Sigtuna, Sweden, Springer Verlag.
R. Kozma (2013)
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Proc. Int. Conf. Cognitive Neurodynamics, Sigtuna, Sweden, Springer Verlag.
W. J. Freeman, R. Kozma, G. Li, Q. R. Quiroga, G. Vitiello, T. Zhang (2013)
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Proc. Int. Conf. Cognitive Neurodynamics, Sigtuna, Sweden, Springer Verlag.