Publications

Peer-reviewed Articles

  • E. Fengler, J. Totz, P. Kaluza and H. Engel, "Directed adaptation of synchronization levels in oscillator communities", Chaos 29(6):063101 (2019) (link).
  • Daniela N. Rim, Pablo Cremades and Pablo Kaluza, "A simple electronic device to experiment with the Hopf bifurcation". Rev. Mex. de Física E 65 (2019) 58-63 (link, arxiv).
  • Pablo Kaluza, "Self-organizing dynamical networks able to learn autonomously", Europhys. Lett. 123 (2018) 58003 (link, arxiv) .
  • Agustín M. Bilen and Pablo Kaluza, "Autonomous learning by simple dynamical systems with a discrete-time formulation", Eur. Phys. J. B 90(5): 94 (2017). ( link, on-line)
  • Pablo Kaluza, "Coevolution of functional flow processing networks", Eur. Phys. J. B, 90(5): 80 (2017). DOI: 10.1140/epjb/e2017-80051-6 link.
  • Pablo Kaluza and Masayo Inoue, "Design of artificial genetic regulatory networks with multiple delayed adaptive responses", Eur. Phys. J. B 89:156 (2016) (arxiv) link.
  • Pablo Kaluza and Alexander S. Mikhailov, "Autonomous learning by simple dynamical systems with delayed feedback". Phys. Rev. E 90, 030901(R) (2014) DOI: http://dx.doi.org/10.1103/PhysRevE.90.030901 ( arXiv:1406.7534) link.
  • Pablo Kaluza, Eugenio Urdapilleta, "Perceptron-like computation based on biologically-inspired neurons with heterosynaptic mechanisms". Eur. Phys. J. B 87: 236 (2014). DOI: http://dx.doi.org/10.1140/epjb/e2014-50322-y. link.
  • Pablo Kaluza. "Computation with phase oscillators: an oscillatory perceptron model". Neurocomputing 118, 127-131.DOI: 10.1016/j.neucom.2013.02.025 (2013) link.
  • Pablo Kaluza and Teodor Cioaca. "Phase oscillator neural network as artificial central pattern generator for robots." Neurocomputing 97, 115–124. DOI: 10.1016/j.neucom.2012.05.019 (2012) link
  • Pablo Kaluza and Alexander S. Mikhailov. "Design of robust flow processing networks with time-programmed responses". Eur. Phys. J. B 85: 129 (2012). DOI: 10.1140/epjb/e2012-20433-8 link
  • P. Kaluza and H. Meyer-Ortmanns. "On the role of frustration in excitable systems". CHAOS 20, 043111 (2010) . link
  • Pablo Kaluza, Charlotte Strege and Hildegard Meyer-Ortmanns. "Noise as control parameter in networks of excitable media: Role of the network topology". Phys. Rev. E. 82, 036104 (2010). link
  • Kaluza, P., Koelzsch, A., Gastner, M.T., Blasius, B. "The complex network of global cargo ship movements". Journal of the Royal Society Interface 7: 1093-1103 doi:10.1098/rsif.2009.0495 (2010). link
  • Kaluza, P., M. Vingron, and Mikhailov A. S.: "Self-correcting networks: Function, robustness, and motif distributions in biological signal processing". CHAOS 18, 026113 (2008). link
  • Kaluza, P., and A. S. Mikhailov. "Evolutionary design of functional networks robust against noise". Europhys. Lett. 79, 48001 (2007). link
  • P. Kaluza, M. Ipsen, M. Vingron and A. S. Mikhailov. "Design and statistical properties of robust functional networks: A model study of biological signal transduction", Phys. Rev. E. 75, 015101 (2007). link

Book chapters

  • Kaluza, P., Kori, H., and Mikhailov, A. S: Evolutionary engineering of complex functional networks. In: Helbing, D. (Ed.): Managing Complexity: Insights, Concepts, Applications. Understanding Complex Systems. Springer, Berlin, 2008, p. 359-376. link

Other publications

  • Curiale, Ariel H; Colavecchia, Flavio D; Kaluza, Pablo; Isoardi, Roberto A; Mato, German, "Automatic Myocardial Segmentation by Using A Deep Learning Network in Cardiac MRI", 2017 XLIII Latin American Computer Conference (CLEI), pp. 1–6, (2017).
  • Pablo Kaluza and Alexander S. Mikhailov, "Autonomous learning by dynamical systems with inertial or delayed feedbacks", (arXiv) (2016).
  • Pablo Kaluza and Hildegard Meyer-Ortmanns. "A network of phase oscillators as a device for sequential pattern generation". arXiv (2011). link
  • Pablo Kaluza: "Evolutionary Engineering of Complex Functional Networks". Doctoral thesis, TU Berlin (2007). link
  • Pablo F. Kaluza. "Dinámica de sistemas neuronales con interacciones sinápticas". Tesis de maestría. Universidad Nacional de Cuyo. Instituto Balseiro, (2003) link.