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Publications


Recent publications

Articles:

  • Muresan R.C., Singer W., Nikolic D. (2008), The InfoPhase Method or How to Read Neurons with Neurons. Lecture Notes in Computer Science (accepted).
     [pdf]

  • Moca V.V., Nikolic D., and Muresan R.C. (2008), Real and Modeled Spike Trains: Where Do They Meet? Lecture Notes in Computer Science (accepted).
     [pdf]

  • Nikolic D., Moca V.V., Singer W. and Muresan R.C. (2008), Properties of multivariate data investigated by fractal dimensionality. Journal of Neuroscience Methods in press.
    [link]

  • Muresan R.C., Jurjut O.F., Moca V.V., Singer W., Nikolic D. (2008), The Oscillation Score: An Efficient Method for Estimating Oscillation Strength in Neuronal Activity. Journal of Neurophysiology 99:1333-1353.
     [pdf & free source code]

Abstracts, posters and talks:

  • Muresan R.C. (2008), Dynamics of self-sustained microcircuits examined with regular-spiking readouts, (CNS Meeting 08) Portland (Oregon), USA.
     [pdf]

  • Jurjut O.F., Nikolic D., Singer W., Metzler D., Muresan R.C. (2008), Multidimensional Patterns of Neuronal Activity: How do we see them?, (CNS Meeting 08) Portland (Oregon), USA.

  • Jurjut O.F., Nikolic D., Singer W., Metzler D., Muresan R.C. (2008), Exploring Parallelly Recorded Spike Trains, (Cosyne 08) Salt Lake City, USA, I-33.
    [link]

  • Muresan R.C. (2007), Do I integrate or do I resonate? That is the question! Coherent Behavior in Neural Networks (CoBeNN) Mallorca, Spain, P23.
     [pdf]

  • Jurjut O.F., Nikolic D., Metzler D., Singer W., Muresan R.C. (2007), Vizualizing Multi-dimensional Neuronal Data, Coherent Behavior in Neuronal Networks (CoBeNN) Mallorca, Spain, P16.


Previous publications

  • Muresan R.C. and Savin C. (2007), Resonance or Integration? Self-sustained Dynamics and Excitability of Neural Microcircuits. Journal of Neurophysiology 97:1911-1930.
     [pdf]

  • Lazar A., Muresan R.C., Stadtler E., Munk M., Pipa G. (2007), Importance of electrophysiological signal features assessed by classification trees. Neurocomputing Vol. 70:2017-2021.
    [link]

  • Florian R.V. and Muresan R.C. (2006), Phase precession and recession with STDP and anti-STDP. Lecture Notes in Computer Science, Vol. 4131, Eds. S. Kollias et al., pp. 718-727, Springer-Verlag Berlin Heidelberg.
    [link]

  • Savin C., Ignat I. and Muresan R.C. (2006), Heterogeneous networks of spiking neurons: self-sustained activity and excitability. Proceedings of the IEEE 2nd International Conference on Intelligent Computer Communication and Processing (ICCP) 2006.
     [pdf]

  • Savin C., Ignat I. and Muresan R.C. (2006), Resonance as an effective mechanism of dynamical stability in large microcircuits of spiking neurons. Computational Neuroscience Meeting, Edinburgh 2006.
     [pdf]

  • Muresan R.C., Pipa G., Florian R.V., Wheeler D.W. (2005), Coherence, Memory and Conditioning. A Modern Viewpoint. Neural Information Processing - Letters and Reviews, Vol. 7, No. 2, pp. 19-28.
     [pdf]

  • Muresan R.C., Pipa G., Wheeler D.W. (2005), Single-unit Recordings Revisited: Activity in Recurrent Microcircuits. Lecture Notes in Computer Science, Vol. 3696, Eds. W. Duch, J. Kacprzyk, E. Oja, et al., pp. 153-160, Springer-Verlag Berlin Heidelberg.
     [pdf]

  • Muresan R.C. (2004), Scale Independence in the Visual System, in: "Rajapakse, Jagath C.; Wang, Lipo (Eds). Neural Information, Processing: Research and Development", Springer-Verlag, pp. 1-18.
     [pdf]

  • Muresan R.C. and Ignat I. (2004), The "Neocortex" Neural Simulator. A Modern Design. Proceedings of the International Conference on Intelligent Engineering Systems 2004.
     [pdf]

  • Muresan R.C. and Ignat I. (2004), Principles of Design for Large Scale Neural Simulators. Proceedings of the International Conference on Automation, Quality and Testing, Robotics 2004.
     [pdf]

  • Muresan R.C. (2004), The Coherence Theory: Simple Attentional Modulation Effects. Neurocomputing, Vol. 58-60C, Special Issue: Computational Neuroscience: Trends in Research 2004 Edited by E. De Schutter, pp. 949-955, 2004.
     [pdf]

  • Muresan R.C. (2003), Pattern Recognition Using Pulse-Coupled Neural Networks and Discrete Fourier Transforms. Neurocomputing, vol. 51C, pp. 487-493.
     [pdf]

  • Muresan R.C. (2003), RetinotopicNET: An Efficient Simulator for Retinotopic Visual Architectures. Proceedings of the European Symposium on Artificial Neural Networks, Bruges, April 23-25 2003, pp. 247-254.
     [pdf]

  • Muresan R.C. (2002), Visual Scale Independence in a Network of Spiking Neurons. Proceedings of 9th International Conference on Neural Information Processing Proceedings (ICONIP), Singapore, Vol. 4, pp. 1739-1743.
     [pdf]

  • Muresan R.C. (2002), Complex Object Recognition Using a Biologically Plausible Neural Model, In: Advances in Simulation, Systems Theory and Systems Engineering, WSEAS Press: Athens, pp. 163-168.
     [pdf]