Articles published

1. I. Rodriguez-Lujan, R. Huerta, C. Elkan, C. Santa Cruz, ``Quadratic Programming Feature Selection'', Journal of Machine Learning research 11:1491-1516, (2010).

2. A. I. Selverston, A. Szucs, R Huerta, R Pinto and M. B. Reyes. ``Neural mechanisms underlying the generation of the lobster gastric mill motor pattern''. Frontiers in Neural Circuits 3 (2009)

3. C. Aguirre, R. Huerta, and L. Tsimring. ``Optimal Serverless Networks Attacks, Complexity and some Approximate Algorithms''. Journal of Universal Computer Science 15(14) 2747-2764 (2009).

4. R. Huerta, T. Nowotny. ``Fast and robust learning by reinforcement signals: explorations in the insect brain''. Neural Comput.21(8):2123-51 (2009)..

5. A. Szucs, R. Huerta, MI Rabinovich, and AI. Selverston. ``Robust microcircuit synchronization by inhibitory connections''. Neuron. 61(3):439-53 (2009).

6. M. K. Muezzinoglu, A. Vergara, R. Huerta, N. Rulkov, M. I. Rabinovich, A. Selverston, and H. D.I. Abarbanel. ``Acceleration of chemo-sensory information processing using transient features.'' Sensors and Actuators B: Chemical 137(2):507-512 (2009).

7. V. Afraimovich, I. Tristan, R. Huerta, MI. Rabinovich. ``Winnerless competition principle and prediction of the transient dynamics in a Lotka-Volterra model.'' Chaos. 18(4):043103 (2008).

8. T. Nowotny, R. Huerta, MI. Rabinovich. ``Neuronal synchrony: peculiarity and generality.'' Chaos. 18(3):037119 (2008).

9. MK. Muezzinoglu, R. Huerta, H. Abarbanel, M. Ryan, and M.I. Rabinovich. ``Chemosensor-driven artificial antennal lobe transient dynamics enable fast recognition and working memory.'' Neural Comput. 21(4):1018-37 (2009).

10. M. Rabinovich, R. Huerta, G. Laurent. ``Transient dynamics for neural processing.'' Science. 321(5885):48-50 (2008).

11. MI. Rabinovich, R. Huerta, P Varona, VS Afraimovich. ``Transient cognitive dynamics, metastability, and decision making.'' PLoS Comput Biol. 24(5):e1000072 (2008).

12. MB Reyes, R. Huerta, MI Rabinovich, AI Selverston. ``Artificial synaptic modification reveals a dynamical invariant in the pyloric CPG.'' Eur J Appl Physiol. 102(6):667-75 (2008).

13. MI. Rabinovich, R. Huerta, P. Varona, VS. Afraimovich. ``Generation and reshaping of sequences in neural systems.'' Biol Cybern. 95 (6):519-36 (2006).

14. GR. Stiesberg, MB Reyes, P. Varona, RD Pinto, and R. Huerta. ``Connection topology selection in central pattern generators by maximizing the gain of information.'' Neural Comput. 19(4):974-93 (2007).

15. J. Dyhrfjeld-Johnsen, V. Santhakumar, RJ Morgan, R Huerta, L Tsimring, and I Soltesz ``Topological Determinants of Epileptogenesis in Large-Scale Structural and Functional Models of the Dentate Gyrus Derived from Experimental Data'' J Neurophysiol 97(2):1566-87 (2006).

16. M. Rabinovich, R. Huerta, V. Afraimovich, ``Dynamics of Sequential Decision Making'', Physical Review Letters 97 (18) (2006)

17. M. Rabinovich, R. Huerta, P. Varona, ``Heteroclinic Synchronization: Ultra-subharmonic Locking'', Physical Review Letters 96(1):014101 (2006).

18. T. Nowotny, R. Huerta, M. Rabinovich, H. D. I. Abarbanel, Biological Cybernetics ``Self-organization in the olfactory system: One shot odor recognition in insects'' Biol Cybern. 93(6):436-46. (2005).

19. R. Huerta,M. Rabinovich ``Reproducible sequence generation in random neural ensembles'' Physical Review Letters 93(23) epub 238104 (2004).

20. R. Huerta, T. Nowotny, M. Garcia-Sanchez, H. Abarbanel, M. Rabinovich, ``Learning Classification in the Olfactory System of Insects'', Neural Computation 16(8) 2004.

21. F. B. Rodríguez, R. Huerta ``Analysis of Perfect Mappings of the stimuli through Neural Temporal Sequences'' Neural Networks 17(7):963-73 (2004).

22. M. Garcia Sanchez, R Huerta, ``Hebbianly shaped neural networks do not outperform random ones in fan-out systems'' Neurocomputing 58-60:337-342 (2004).

23. T. Nowotny, R. Huerta ``Explaining synchrony in feed-forward networks: Are McCulloch-Pitts neurons good enough?'' BIOL CYBERN 89 (4): 237-241 (2003).

24. T. Nowotny, M. I. Rabinovich, R. Huerta, H. D. I. Abarbanel. ``Decoding temporal information through slow lateral excitation in the olfactory system of insects.'' Journal of Computational Neuroscience 15: 271-181 (2003).

25. Garcia-Sanchez M., Huerta R. ``Design parameters of the fan-out phase of sensory sytems.'' Journal of Computational Neuroscience 15 (1): 5-17 (2003).

26. H. D. I. Abarbanel, L. Gibb, R. Huerta, M. I. Rabinovich. ``Biophysical model of synaptic plasticity dynamics.'' Biological Cybernetics 89(3): 214-226 (2003).

27. Lev Tsimring, R Huerta ``Modeling of contact tracing in social networks'' Physica A 325 (1-2): 33-39 JUL 1 2003 .

28. C. Aguirre, F. Corbacho, R Huerta, ``Static and Dynamic Properties of Small-World connection topologies based on transit stub networks,'' Complex System 14(1) (2003)

29. Whitehead A, Rabinovich MI, Huerta R, Zhigulin VP, Abarbanel HD. ``Dynamical synaptic plasticity: a model and connection to some experiments.'' Biol Cybern. 88(3):229-35 (2003).

30. V.P. Zhigulin, M.I. Rabinovich, R. Huerta, H.D.I. Abarbanel, ``Robustness and enhancement of neural synchronization by activity-dependent coupling'' Physical Review E 67(2-1):021901 (2003).

31. R Huerta, Lev Tsimring, ``Contact tracing and epidemics control in social networks.'' Phys. Rev. E 66, 056115 (2002).

32. Misha I Rabinovich, R D Pinto, Henry D I Abarbanel, Evren Tumer, Gregg Stiesberg, R Huerta and Allen I Selverston, ``Recovery of hidden information through synaptic dynamics''. Network: Comput. Neural Syst. 13(4): 487-501 (2002).

33. Abarbanel, HDI; Huerta, R; Rabinovich, MI. ``Dynamical model of long-term synaptic plasticity.'' Proceedings of the national academy of sciences of USA, 99(N15):10132-10137 (2002).

34. Aguirre, C.; Huerta, R.; Corbacho, F.; Pascual P (2002) ``Analysis of Biologically Inspired Small-World Networks.'' Lecture notes in computer science. 2415: 27-32 (2002).

35. M. I. Rabinovich, R. D. Pinto, R .Huerta, ``Some problems of information neurodynamics'' Radiophysics and Quantum Electronics 44(5-6) (2001).

36. Rabinovich, M. I., Volkovskii A., P. Lecanda, R .Huerta, H.D.I. Abarbanel, and G. Laurent, ``Dynamical Encoding by Networks of Competing Neuron Groups: Winerless Competition,'' Physical Review Letters vol. 87 (6), p.068102/1-4 (2001).

37. L. F. Lago-Fernandez, F. J. Corbacho and R. Huerta. ``Connection topology dependence of synchronization of neural assemblies on class 1 and 2 excitability.'', Neural Networks, 14, (6-7), p.687-96 (2001).

38. Varona, P.; Torres, J.J.; Huerta, R.; Abarbanel, H.D.I.; Rabinovich, M.I. ``Regularization mechanisms of spiking-bursting neurons''. Neural Networks, 14(6-7), p.865-75 (2001).

39. M Bazhenov, M Stopfer, M Rabinovich, R Huerta, H. D.I. Abarbanel, T. J. Sejnowski, and G. Laurent, ``Model of Transient Oscillatory Synchronization in the Locust Antennal Lobe'' Neuron, Vol. 30, 553 567, May, 2001.

40. F. B. Rodríguez, R. Huerta, V. López ``Global Dynamics of a Network of Stochastic Neurons Maximizes Local Mutual Information'' Network: Computation in Neural Systems 12(1) 33-46 (2001).

41. R. Huerta, P. Varona, M. I. Rabinovich, H.D.I. Abarbanel ``Topology selection by chaotic neurons of a pyloric central pattern generator'', Biological Cybernetics 84, L1-L8 (2001).

42. Rodriguez, F.; Varona, P.; Huerta, R.; Rabinovich MI; Abarbanel HDI. Richer Network Dynamics of Intrinsically Non-regular Neurons Measured through Mutual Information. Lecture notes in computer science. no. 2084, (2001): 490-497

43. A. I. Selverston, M. I. Rabinovich, H. D. I. Abarbanel, R. Elson, A. Szucs, R. Pinto, R. Huerta, P. Varona ``Reliable circuits from irregular neurons: a dynamical approach to understanding central pattern generators'' J. Physiology 94 357-374 (2000).

44. M. I. Rabinovich, R. Huerta, A. Volkovskii, H. D. I. Abarbanel, M.Stopfer, G. Laurent ``Dynamical coding of sensory information with competitive networks'', J. Physiology 94 465-471 (2000).

45. M. Falcke, R. Huerta, M. I. Rabinovich, Henry D. I. Abarbanel, Robert C. Elson, Allen I. Selverston ``Modeling Observed Chaotic Oscillations in Bursting Neurons: The Role of Calcium Dynamics and IP3.'' Biological Cybernetics 82, 517-527 (2000).

46. L.F. Lago-Fernandez,R. Huerta, F. Corbacho, J. A. SigN|enza ``Fast response and temporal coding on coherent oscillations in small-world networks'' Physical Review Letters 84, 2758-2761 (2000).

47. M. La Rosa, M. I. Rabinovich, R. Huerta, H. D. I. Abarbanel, L. Fortuna, ``Slow regularization through chaotic oscillation transfer in an unidirectional chain of Hindmarsh-Rose models.'' Physics Letters A 266 (1) (2000) pp. 88-93

48. R. Huerta, M. A. SNanchez-MontaNqNis, F. Corbacho, J. A. SigN|enza. "A central pattern generator to control a pyloric-based system", Biological Cybernetics 82, 85 (2000).

49. Rabinovich M, J Torres, P. Varona, R. Huerta, P. Weidman,"Origin of coherent structures in a discrete chaotic medium", Physical Review E 60, 1130 (1999).
50. R. C. Elson, R. Huerta, Rabinovich M, Abarbanel, A. I. Selverston, ``Dynamic Control of Irregular Bursting in an Identified Neuron of an Oscillatory Circuit'' Journal of Neurophysiology Vol. 82 No. 1 July 1999, pp. 115-122.

51. Selverston A, Elson R, Rabinovich M, Huerta R, Abarbanel H, ``Basic principles for generating motor output in the stomatogastric ganglion'', Ann N Y Acad Sci 1998 Nov 16;860:35-50.

52. M. I. Rabinovich, P. Varona, J. J. Torres, R. Huerta,H. D. I. Abarbanel, ``The role of slow dynamics on the cooperative behavior of chaotic neurons'', Physica A 263 (1999) 405-414.

53. R. C. Elson, A. I. Selverston, R. Huerta, N. F. Rulkov, M. I. Rabinovich, H. D. I. Abarbanel, ``Synchronous Behavior of Two Coupled biological Neurons'', Physical Review Letters, 81(25), 5692 (1998).

54. R. Huerta, M. Bazhenov,M. I. Rabinovich,``Clusters of synchronization and bistability in lattices of chaotic neurons'', Europhysics Letters, 15 Sept. 1998, vol.43, (no.6):719-24.

55. Rabinovich, M., Huerta, R., Bazhenov, M., Kozlov, A.K., H. D. I. Abrabanel, ``Computer simulations of stimulus dependent state switching in basic circuits of bursting neurons''.Physical Review E, Nov. 1998, vol.58, (no.5):6418-30.
56. M. Bazhenov, R. Huerta, M. I. Rabinovich,T. Sejnowski, ``Cooperative Behavior of a Chain of Synaptically-Coupled Chaotic Neurons'' Physica D116, 392 (1998).
57. A. K Kozlov, R. Huerta, M. I. Rabinovich, H. D. I. Abarbanel, M. Bazhenov, "Neural Assemblies with balanced coupling as receivers of information", Doklady Akademii Nauka (Physics-Doklady) 357 752 (1997).

58. M. I. Rabinovich, H. D. I. Abarbanel, R. Huerta, R. Elson, A. Selverston, ``Self-regularization of Chaos in Neural Systems: Experimental and Theoretical Results.'' IEEE Transactions on Circuits and Systems 44(10), 997-1005(1997).
59. C. H. Lee, D. L. Gilbertson, I. S. Novella, R. Huerta, E. Domingo, J. J. Holland. ``Negative effects of chemical mutagenesis on the adaptive behavior of vesicular stomatitis virus.'' Journal of Virology 71(5), 3636-40 (1997).

60. R. Huerta, M. I. Rabinovich, H. D. I. Abarbanel, M. Bazhenov, ``Spike-Train Bifurcation Scaling in two Coupled Chaotic Neurons''. Physical Review E 55(3), 2108 (1997).

61. J. Quer, R. Huerta, I. S. Novella, L. Tsimring, E. Domingo, J. J. Holland,``Reproducible nonlinear population dynamics and critical points during replicative competitions of RNA virus quasispecies''. Journal of Molecular Biology 264(3), 465 (1996).

62. M. I. Rabinovich, A. Selverston, L. L. Rubchinsky,,R. Huerta. ``Dynamics and kinematics of simple neural systems''. Chaos 6(3) 288 (1996).

63. H.D.I. Abarbanel, M.I. Rabinovich, A. Selverston, M.V. Bazhenov, R. Huerta, L.L. Rubchinsky, ,M.M.Sushchik, ``The synchronization of Neural Assemblies'', Uspekhi Fizicheskih Nauk 166(4), 1-28, (1996).

64. R. Huerta, ``A Finite Automata Model of Spiking-Bursting Neurons'', Journal of Bifurcation and Chaos 4, 705-714 (1996).

65. H. D. I. Abarbanel, R. Huerta, M. I. Rabinovich, N. F. Rulkov, P. F. Rowat,,A. Selverston, ``Synchronized Action of Synaptically Coupled Chaotic Model Neurons'', Neural Computation 8(8) ,1567-1602 (1996).

66. R. Huerta, C. Santa Cruz, J. R. Dorronsoro, V. Lopez, ``Local State-Space Reconstruction Using Averaged Scalar Products of the Dynamical System Flow Vectors'', Europhysics Letters 29, 13-18 (1995).

67. C. Santa Cruz, R. Huerta, V. Lopez, J. R. Dorronsoro, ``Analysis and Forecasting of Time Series by means of averaged scalar products of flow vectors'', Complex Systems 8, 24 (1994).

68. R. Huerta, C. Santa Cruz, J.R. Dorronsoro, V. Lopez, ``State space reconstruction using averaged scalar products of the dynamical system flow vectors'', Physical Review E 49, 1962-1967 (1994).

69. V. Lopez, R. Huerta, J. R. Dorronsoro,``Recurrent and Feedforward Polinomial Modelling of Coupled Time Series'', Neural Computation, 5, 795-811 (1993).