Strategy Change Publications

Book

Kozma, R., W.J. Freeman
"Cognitive Phase Transitions in the Cortex – 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: Handbook of Computational Intelligence, 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)
"Advanced Models of Cortical Dynamics in Perception"
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)
"Metastable Activity Patterns in Cortical Dynamics and the Illusion of Localized Representations"
Advances in Cognitive Neurodynamics, 4, pp. 503-507. Springer, Netherlands.

R. Kozma, W. J. Freeman (2014)
"Modeling Cortical Singularities During the Cognitive Cycle Using Random Graph Theory"
Advances in Cognitive Neurodynamics, 4, pp. 137-142. Springer Netherlands.

R. Kozma (2014)
"Neuropercolation and Neural Population Models"
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)
"Revisiting Brentano on Consciousness: A striking correlation with ECoG findings about the Action-Perception Cycle and the Emergence of Knowledge and Meaning," Mind and Matter, Vol. 13(1), pp. 45-69.

R. Kozma, M. Puljic (2015)
"Random graph theory and neuropercolation for modeling brain oscillations at criticality"
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)
"Learning effects in neural oscillators"
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)
"Modeling cortical singularities during the cognitive cycle using random graph theory"
Proc. Int. Conf. Cognitive Neurodynamics, Sigtuna, Sweden, Springer Verlag.

R. Kozma (2013)
"Metastable activity patterns in cortical dynamics and the illusion of localized representations"
Proc. Int. Conf. Cognitive Neurodynamics, Sigtuna, Sweden, Springer Verlag.

W. J. Freeman, R. Kozma, G. Li, Q. R. Quiroga, G. Vitiello, T. Zhang (2013)
"Advanced models of cortical processing in perception"
Proc. Int. Conf. Cognitive Neurodynamics, Sigtuna, Sweden, Springer Verlag.