GNB publications

Publications

NOTE: if your institution has no electronic subscription to the links below, please contact us for reprints:

Papers in publications included in the ISI Journal Citation Reports, Frontiers and LNCS: (indexed in Current Contents, Pubmed and/or INSPEC)

M.I. Rabinovich, P. Varona. 2011. Robust transient dynamics and brain functions. Frontiers in Computational Neuroscience 5:24.
A. Granados, M. Cebri�n, D. Camacho, and F.B. Rodr�guez. 2011. Reducing the Loss of Information through Annealing Text Distortion. This paper appears in: Knowledge and Data Engineering, IEEE Transactions on.
F. Herrero-Carron, F.B. Rodriguez, P. Varona. 2011. Bio-inspired design strategies for central pattern generator control in modular robotics. Bioinspiration & Biomimetics 6(1): 016006.
R. Latorre, F.B. Rodriguez, P. Varona. 2011. Signature Neural Networks: Definition and Application to Multidimensional Sorting Problems. IEEE Transactions on Neural Networks 22(1): 8-23.
F. Baroni, J.J. Torres, P. Varona. 2010. History-Dependent Excitability as a single-cell substrate of transient memory for information discrimination. PLoS ONE 5(12): e15023.
M.I. Rabinovich, V.S. Afraimovich, P. Varona. Heteroclinic Binding. 2010. Dynamical Systems 25(3): 433-442.
F. Baroni, P. Varona. 2010. Spike timing-dependent plasticity is affected by the interplay of intrinsic and network oscillations. Journal of Physiology-Paris 104 (1-2): 91-98.
G.M. Sacha, F.B. Rodriguez, E. Serrano, P. Varona. 2010. Generalized Image Charge Method to Calculate Electrostatic Magnitudes at the Nanoscale Powered by Artificial Neural Networks. Journal of Electromagnetic Waves and Applications 24: 1145-1155.
D. Rozado, F.B. Rodriguez, P. Varona. 2010. Optimizing Hierarchical Temporal Memory for Multivariable Time Series. Lect Notes Comput. Sc 6353: 506-518.
M. Gonz�lez, D. Dominguez, and F.B. Rodr�guez. 2009. Block attractor in spatially organized neural networks. Neurocomputing 72: 3795-3801.
L.F. Lago-Fernandez, A. Szucs, P. Varona. 2009. Determining burst firing time distributions from multiple spike trains. Neural Computation 21(4): 973-990.
F.B. Rodr�guez, R. Huerta. 2009. Techniques for temporal detection of neural sensitivity to external stimulation. Biological Cybernetics 100: 289-297.
D. Dominguez, M. Gonz�lez, E. Serrano, and F.B. Rodr�guez. 2009. Structured information in small-world neural networks. Phys. Rev. E 79, 021909.
G.M. Sacha, F.B. Rodriguez, P. Varona. 2009. Inverse problem solution for undetermined electrostatic force microscopy setups using neural networks. Nanotechnology 20(8): 085702.
C. Mu�iz, R. Levi, M. Benkrid, F.B. Rodr�guez, P. Varona. 2008. Real-time control of stepper motors for mechanosensory stimulation. Journal of Neuroscience Methods 172 (1): 105-111.
M.I. Rabinovich, R. Huerta, P. Varona, V.S. Afraimovich. 2008. Transient Cognitive Dynamics, Metastability and Decision Making. PLoS Computational Biology 4(5): e1000072.
M.A. S�nchez-Monta��s, J.W. Gardner, T.C. Pearce. 2008. Spatio-temporal information in an artificial olfactory mucosa. Proceedings of the Royal Society A 464 (2092): 1057-1077.
T. Nowotny, R. Levi, A.I. Selverston. 2008. Probing the dynamics of identified neurons with a data-driven modeling approach. PLoS ONE 3(7): e2627.
C. Miravet, F.B. Rodriguez. 2007. A two-step neural-network based algorithm for fast image super-resolution. Image and Vision Computing 25(9): 1449-1473.
F. Baroni, P. Varona. 2007. Subthreshold oscillations and neuronal input–output relationships. Neurocomputing 70(10-12): 1611-1614.
D. Campos, C. Aguirre, E. Serrano, F.B. Rodriguez, G.G. de Polavieja, P. Varona. 2007. Temporal structure in the bursting activity of the leech heartbeat CPG neurons. Neurocomputing 70(10-12): 1792-1796.
G.R. Stiesberg, M.B. Reyes, P. Varona, R.D. Pinto, R. Huerta. 2007. Connection Topology Selection in Central Pattern Generators by Maximizing the Gain of Information. Neural Computation 19 (4): 974-993.
R. Latorre, F.B. Rodriguez, P. Varona. 2007. Reaction to neural signatures through excitatory synapses in central pattern generator models. Neurocomputing 70(10-12): 1797-1801.
S. Ramaswamy, F. Baroni, P. Varona, G.G. de Polavieja. 2007. Time-scales in the interplay between calcium and voltage dynamics. Neurocomputing 70(10-12): 1949-1953.
T. Nowotny, A. Sz�cs, R. Levi, A.I. Selverston. 2007. Models wagging the dog: are circuits constructed with disparate parameters? Neural Computation 19 (8): 1985-2003
L.F. Lago-Fernandez. 2007. Spike alignment in bursting neurons. Neurocomputing 70(10-12): 1788-1791.
D. Dominguez, K. Koroutchev, E. Serrano, F.B. Rodriguez. 2007. Information and Toplogy in Attractor Neural Networks. Neural Computation 19 (4): 956-973.
M.I. Rabinovich, P. Varona, A.I. Selverston, H.D.I. Abarbanel. 2006. Dynamical Principles in Neuroscience. Reviews of Modern Physics 78(4): 1213-1265.
R. Latorre, F.B. Rodriguez, P. Varona. 2006. Neural Signatures: Multiple Coding in Spiking Bursting Cells. Biological Cybernetics 95(2): 169-183.
M.I. Rabinovich, R. Huerta, P. Varona. 2006. Heteroclinic synchronization: Ultra-subharmonic locking. Physical Review Letters 96: 0141001.
C. Aguirre, D. Campos, P. Pascual and E. Serrano. 2006. Synchronization effects using a piecewise linear map-based spiking–bursting neuron model. Neurocomputing 69 (10-12): 1116-1119.
M.I. Rabinovich, R. Huerta, P. Varona, V.S. Afraimovich. 2006. Generation and reshaping of sequences in neural systems. Biological Cybernetics 95(6): 519-536.
C. Aguirre, J. Martins, RV Memdes. 2006. Dynamics and coding of a biologically motivated network. International Journal of Bifurcation and Chaos 16(2): 383-394.
R. Levi, P. Varona, Y.I. Arshavsky, M.I. Rabinovich, A.I. Selverston. 2005. The role of sensory network dynamics in generating a motor program. Journal of Neuroscience 25 (42): 9807-9815.
Corbacho F, Nishikawa KC, Weerasuriya A, Liaw JS, Arbib MA. 2005. Schema-based learning of adaptable and flexible prey- catching in anurans I. The basic architecture. Biological Cybernetics 93(6): 391-409.
Corbacho F, Nishikawa KC, Weerasuriya A, Liaw JS, Arbib MA. 2005. Schema-based learning of adaptable and flexible prey- catching in anurans II. Learning after lesioning. Biological Cybernetics 93(6): 410-25.
A. Venaille, P. Varona, M.I. Rabinovich. 2005. Synchronization and coordination of sequences in two neural ensembles. Physical Review E 71, 061909.
F. Baroni, J.J. Torres, P. Varona. 2005. Interacting Slow and Fast Dynamics in Precise Spiking-Bursting Neurons. Lect. Notes Comput Sc. 3561: 106-115.
C. Mu�iz, S. Arganda, F.B. Rodr�guez, G.G. de Polavieja, P. Varona. 2005. Realistic Stimulation Through Advanced Dynamic Clamp Protocols. Lect. Notes Comput Sc. 3561: 95-105.
C. Aguirre, D. Campos, P. Pascual, E. Serrano. 2005. Neuronal behavior with sub-threshold oscillations and spiking/bursting activity using a piecewise linear two-dimensional map. Lect. Notes Comput. Sc. 3696: 103-108.
C. Aguirre, D. Campos, P. Pascual, E. Serrano. 2005. A Model of Spiking-Bursting Neuronal Behavior Using a Piecewise Linear Two-Dimensional Map. Lect. Notes Comput. Sc. 3512: 130-135.
M. del Valle, B. S�nchez, L.F. Lago-Fern�ndez, F.J. Corbacho. 2005. Feature Discovery in Classification Problems. Lect. Notes Comput. Sc. 3649: 486-496.
C. Miravet and F.B. Rodr�guez. 2005. Accurate and Robust Image Superresolution by Neural Processing of Local Image Representations. Lect. Notes Comput. Sc. 3696: 499-505.
M. del Valle, B. S�nchez, L.F. Lago-Fern�ndez, F.J. Corbacho. 2005. Towards a Methodology to Search for Near-Optimal Representations in Classification Problems. Lect. Notes Comput. Sc. 3562: 291-299.
R. Levi, P. Varona, Y.I. Arshavsky, M.I. Rabinovich, A.I. Selverston. 2004. Dual sensory-motor function for a molluskan statocyst network. Journal of Neurophysiology 91: 336-345.
P. Varona, R. Levi, Y.I. Arshavsky, M.I. Rabinovich, A.I. Selverston. 2004. Competing sensory neurons and motor rhythm coordination. Neurocomputing 58-60: 549-554.
Sanchez-Montanes MA, Corbacho FJ. 2004. A new information processing measure for adaptive complex systems. IEEE Transations on Neural Networks 15(4): 917-927.
Rodr�guez FB, Huerta R. 2004. Analysis of perfect mappings of the stimuli through neural temporal sequences Neural Networks 17(7): 963-73.
C. Aguirre, D. Campos, P. Pascual, E. Serrano. 2004. Criteria for Stability in Neural Network Models with Iterative Maps. Lect Notes Comput. Sc. 3173: 55-60.
R. Huerta, T. Nowotny, M. Garcia-Sanchez, H.D. Abarbanel, M.I. Rabinovich. 2004. Learning classification in the olfactory system of insects. Neural Computation 16(8): 1601-1640.
David R. C. Dominguez, Kostadin Koroutchev, Eduardo Serrano, Francisco B. Rodr�guez. 2004. Mutual Information and Topology 1: Asymmetric Neural Network. Lect. Notes Comput. Sc. 3173: 14-19.
Kostadin Koroutchev, David R. C. Dominguez, Eduardo Serrano, Francisco B. Rodr��guez. 2004. Mutual Information and Topology 2: Symmetric Network. Lect. Notes Comput. Sc. 3173: 20-25.
V. Afraimovich, M.I. Rabinovich, P. Varona. 2004. Heteroclinic Contours in Neural Ensembles and the Winnerless Competition Principle. International Journal of Bifurcation and Chaos 14(4): 1195-1208.
M. Garc�a-S�nchez, R. Huerta. 2004. Neural networks with Hebbian learning do not outperform random ones in fan-out systems. Neurocomputing 58-60: 337-342.
R. Latorre, F.B.Rodr�guez, P. Varona. 2004. Effect of individual spiking activity on rhythm generation of Central Pattern Generators. Neurocomputing 58-60: 535-540.
A. Trist�n, F. de Borja Rodr�guez, E. Serrano, P. Varona. 2004. Networks of Neurons that Emit and Recognize Signatures. Neurocomputing 58-60: 41-46.
Carlos Miravet, Francisco B. Rodr�guez. 2003. A Hybrid MLP-PNN Architecture for Fast Image Superrresolution. Lect. Notes Comput. Sc. 2714: 401-408.
L. F. Lago-Fern�ndez, M. A. S�nchez-Monta�es and E. S�nchez. 2003. A visual system for invariant recognition in animated image sequences. Neurocomputing 52-54: 631-636.
M. Garc�a-S�nchez, R. Huerta. 2003. Design parameters of the fan-out phase of sensory systems. Journal of Computational Neuroscience 15(1): 5-17.
Nazareth P. Castellanos, Francisco B. Rodr�guez, P. Varona. 2003. Stochastic Networks with Subthreshold Oscillations and Spiking Activity. Lect. Notes Comput. Sc. 2686: 32-39.
C Aguirre, D. Campos, P. Pascual, E. Serrano. 2003. Effects of Different Connectivity Patterns in a Model of Cortical Circuits, Lect. Notes Comput. Sc. 2686: 76-85.
D. Bolle, D. Dominguez, R. Erichsen, E. Korutcheva and W.K. Theumann. 2003. Time evolution of the extremely diluted Blume-Emery-Griffiths neural network. Physical Review E 68 pg. 62901.
J.R. Dorronsoro, A. Gonz�lez, E. Serrano. 2003. Linear Unit Relevance in Multiclass NLDA, Lect. Notes Comput. Sc. 2686: 174-181.
D. Dominguez. 2003. The Antiquadrupolar Phase of the Biquadratic Neural Network, Lect. Notes Comput. Sc. 2686: 462-469 (2003).
Abarbanel, HDI; Huerta R., Rabinovich, MI. 2002. Dynamical model of long-term synaptic plasticity. Proc. Natl. Acad. Sci. U. S. A, vol 99 (15): 10132-10137.
L. L�pez-Aguado L., J.M. Ibarz, P. Varona and O. Herreras. 2002. Structural inhomogeneities differentially modulate action currents and population spikes initiated in the axon or dendrites. Journal of Neurophysiology 88(5): 2809-2820 (for additional model details click here).
P. Varona, M.I. Rabinovich, A.I. Selverston, Y.I. Arshavsky. 2002. Winnerless competition between sensory neurons generates chaos: a possible mechanism for molluscan huting behavior. Chaos 12(3):672-677.
P. Varona, C. Aguirre, J.J. Torres, M.I. Rabinovich, H.D.I. Abarbanel. 2002. Spatio-temporal patterns of network activity in the inferior olive. Neurocomputing 44-46: 685-690.
R. Latorre, F.B.Rodr�guez, P. Varona. 2002. Characterization of Triphasic Rhythms in Central Pattern Generators (I): Interspike Interval Analysis. Lect. Notes Comput. Sc. 2415: 160-166.
F.B. Rodr�guez, R. Latorre, P. Varona. 2002. Characterization of Triphasic Rhythms in Central Pattern Generators (II): Burst Information Analysis. Lect. Notes Comput. Sc. 2415: 167-173.
S�nchez-Monta�es, MA; K�nig, P; Verschure, PFMJ. 2002. Learning sensory maps with real-world stimuli in real time using a biophysically realistic learning rule. IEEE Transactions on Neural Networks, MAY, 2002, V13(N3):619-632.
S�nchez-Monta�es, M. A. & Pearce, T. 2002. Why do olfactory receptors have unspecific receptive fields. Biosystems 63(1-3): 229-238.
L. F. Lago-Fern�ndez and G. Deco. 2002. A model of binocular rivalry based on competition in IT. Neurocomputing, vol. 44-46C, pp. 503-507.
L. F. Lago-Fern�ndez and F. J. Corbacho. Optimal extraction of hidden causes. 2002. Lect. Notes Comput. Sc. vol. 2415. 631-6.
Carlos Aguirre, Fernando Corbacho, Ram�n Huerta and Pedro Pascual. 2002. Analysis of Biologically Inspired Small-World Networks. Lect. Notes Comput. Sc. 2415: 27-32.
S�nchez-Monta�es, M.A.; Corbacho, F.J. 2002. Towards a new information processing measure for neural computation, Lect. Notes Comput. Sc. 2415: 637-642.
M. A. S�nchez-Monta�es, L. F. Lago-Fern�ndez, Nazareth P. Castellanos, A. Merch�n P�rez, J. I. Arellano and J. DeFelipe. 2002. A model of human cortical microcircuits for the study of the development of epilepsy. Lect. Notes Comput. Sc. 2415: 248-253.
David Dominguez, E. Korutcheva, W.K.Theumann & R. Erichsen Jr. 2002 Flow Diagrams of the Quadratic Neural Network. Lect. Notes Comput. Sc. 2415: 129-134.
A. Sierra and F. Corbacho. Input and Output Feature Selection. 2002. Lect. Notes Comput. Sc.2415: 625-630.
F.B. Rodr�guez, A. Su�rez, V. L�pez. 2002. A Discrete Model of Neural Ensembles. Philosophical Transactions of The Royal Society: Mathematical, Physical & Engineering Sciences, Vol 360(1792), pp 559-573.
P. Varona, J.J. Torres, R. Huerta, H.D.I. Abarbanel, M.I. Rabinovich. 2001. Regularization mechanisms of spiking-bursting neurons. Neural Networks, 14: 865-875.
F.B. Rodr�guez, P. Varona, R. Huerta, M.I. Rabinovich, H.D.I. Abarbanel. 2001. Richer network dynamics of intrinsically non-regular neurons measured through mutual information. Lect. Notes Comput. Sc., 2084: 490-497.
O. Herreras, J.M. Ibarz, L. L�pez-Aguado, P. Varona. 2001. Dendrites: the last-generation computers. Lect. Notes Comput. Sc., 2084: 1-13.
P. Varona, J.J. Torres, H.D.I. Abarbanel, M.I. Rabinovich, R. C. Elson. 2001. Dynamics of two electrically coupled chaotic neurons: Experimental observations and model analysis. Biological Cybernetics. 84 (2): 91-101.
R. Huerta, P. Varona, M.I. Rabinovich, H.D.I. Abarbanel. 2001. Topology selection by chaotic neurons of a pyloric central pattern generator. Biological Cybernetics 84 (1): L1-L8.
M.Bazhenov, M.Stopfer, M.Rabinovich, R.Huerta, H.D.I.Abarbanel, T.J.Sejnowski and G.Laurent. 2001. Model of transient synchronization in the locust antennal lobe. Neuron, 30: 553-567.
Rabinovich, M.; Volkovskii, A.; Lecanda, P.; Huerta, R.; and others. Dynamical encoding by networks of competing neuron groups: winnerless competition. Physical Review Letters, 6 Aug. 2001, vol.87, (no.6):068102/1-4
Rodriguez, F.B.; Huerta, R.; Lopez, V. 2001. Global dynamics of a network of stochastic neurons maximizes local mutual information. Network: Computation in Neural Systems, vol.12, (no.1):33-46.
L. F. Lago-Fern�ndez, M. A. S�nchez-Monta�es and F. J. Corbacho. A biologically inspired visual system for an autonomous robot. Neurocomputing, vol. 38-40, pp. 1385-1391 (2001).
L. F. Lago-Fern�ndez, F. J. Corbacho and R. Huerta. 2001. Connection topology dependence of synchronization of neural asemblies on class 1 and 2 excitability. Neural Networks, 14, 687-696.
L. F. Lago-Fern�ndez and G. Deco. Simultaneous parallel processing of object and position by temporal correlation. 2001. Bio-inspired applications of connectionism, Lect. Notes Comput. Sc. 2085: 64-71.
S�nchez-Monta�es, MA; Pearce, TC. 2001. Fisher information and optimal odor sensors. Neurocomputing, 38-40:335-341.
S�nchez-Monta�es, MA; Corbacho, FJ; Verschure, PFMJ; Sig�enza, JA. 2001. A biologically plausible model for the development of selective microcircuits in striate cortex. Neurocomputing, 38-40: 851-857.
Sanchez-Monta�es, MA; K�nig, P; Verschure, PFMJ. 2001. Learning in a neural network model in real time using real world stimuli. Neurocomputing, 38-40: 859- 865.
S�nchez-Monta�es, M. A. 2001. Strategies for the optimization of large scale networks of integrate and fire neurons. Lect. Notes Comput. Sc. 2084: 117-125.
F.B. Rodr�guez, A. Su�rez, V. L�pez. 2001. Period Focusing Induced By Network Feedback in Populations of Noisy Integrate-and-Fire Neurons. Neural Computation, Vol 13, pp 2495- 2516.
R.D. Pinto, P. Varona, A.R. Volkovskii, A. Sz�cs, H.D.I. Abarbanel and M.I. Rabinovich. 2000. Synchronous behavior of two coupled electronic neurons. Physical Review E, 62(2): 2644-56.
A.I. Selverston, M.I. Rabinovich, H.D.I. Abarbanel, R. Elson, A. Sz�cs, R.D. Pinto, R. Huerta and P. Varona. 2000. Reliable circuits from irregular neurons: a dynamical approach to unterstanding central pattern generators. J. Physiol. (Paris), 94: 357-374.
P. Varona, J. M. Ibarz, L. L�pez, O. Herreras. 2000. Macroscopic and Subcellular Factors Shaping Population Spikes. Journal of Neurophysiology, 83 (4): 2192-2208 (for additional model details click here).
A. Sz�cs, P. Varona, A.R. Volkovskii, H. D. I. Abarbanel, M.I. Rabinovich, A.I. Selverston. 2000. Interacting Biological and Electronic Neurons Generate Realistic Oscillatory Rhythms. NeuroReport, 11 (3): 563-569.
M.I. Rabinovich, P. Varona, H.D.I. Abarbanel. Nonlinear Cooperative Dynamics of Living Neurons. 2000. International Journal of Bifurcation and Chaos, 10 (5): 913-933.
Falcke, R. Huerta, M. I. Rabinovich, Henry D. I. Abarbanel, Robert C. Elson, Allen I. Selverston. 2000. Modeling Observed Chaotic Oscillations in Bursting Neurons: The Role of Calcium Dynamics and IP3.' Biological Cybernetics 82 (6), 517-527.
L.F. Lago-Fern�ndez,R. Huerta, F. Corbacho, J. A. Sig�enza. 2000. Fast response and temporal coding on coherent oscillations in small-world networks. Physical Review Letters 84, 2758-2761.
M. La Rosa, M. I. Rabinovich, R. Huerta, H. D. I. Abarbanel, L. Fortuna. 2000. Slow regularization through chaotic oscillation transfer in an unidirectional chain of Hindmarsh-Rose models. Physics Letters A 266 (1): 88-93.
R. Huerta, M. A. S�nchez-Monta�es, F. Corbacho, J. A. Sig�enza. 2000. A central pattern generator to control a pyloric-based system", Biological Cybernetics 82 (1), 85-94.
Sierra, A. and Corbacho, F. 2000. Reclassification as Supervised Clustering. Neural Computation, 12(11): 2537-2546.
Sanchez-Monta�es, M.A.; Verschure, P.M.F.J.; K�nig, P. 2000. Local and global gating of synaptic plasticity. Neural Computation, 12(3): 519-529.
M.I. Rabinovich, P. Varona, J.J. Torres, R. Huerta, H.D.I. Abarbanel. 1999. Slow dynamics and regularization phenomena in ensembles of chaotic neurons. Physica A, 263: 405-414.
M.I. Rabinovich, J.J. Torres, P. Varona, R. Huerta, P. Weidman. 1999. Origin of Coherent Structures in a Discrete Chaotic Medium. Physical Review E, 60 (2): R1130-R1133.
Elson, RC; Huerta, R; Abarbanel, HDI; Rabinovich, MI; Selverston, AI. Dynamic control of irregular bursting in an identified neuron of an oscillatory circuit. Journal of Neurophysiology. 1999, V82(N1):115-122.

Books & book chapters:

J.J. Torres and P. Varona. 2010. Modeling Biological Neural Networks. In Handbook of Natural Computing, Rozenberg, G.; B�ck, T.H.W.; Kok, J. N. (Eds.). Springer Verlag, 2010, In press, ISBN: 978-3-540-92911-6.
L. V�zquez, S. Jim�nez, C. Aguirre, P. Pascual. 2008. M�todos Num�ricos para la F�sica y la Ingenier�a. Ed. McGraw Hill.
D. Dominguez E. Korutcheva. 2004. Dynamical Flows of a Biquadratic Information Network. Nova Sc. Publi. In Advances in Condensed Matter and Statistical Physics (EK & RC Eds). ISBN: 1-59033-899-5.
Pearce, T.C. & S�nchez-Monta�es, M. A. 2003. Chemical Sensor Array Optimization: Geometric and Information Theoretic Approaches. In Handbook of Machine Olfaction: Electronic Nose Technology. Editors: T.C. Pearce, S.S. Schiffman, H. T. Nagle and J.W. Gardner. Publisher: Wiley-VCH. ISBN: 3-527-30358-8.
H.J. Kappen and F.B. Rodr�guez. Efficient Learning in Boltzmann Machines Using Linear Response Theory. In Graphical Models, Foundations of Neural Computation, Edited by Michael I. Jordan and Terrence J. Sejnowski, MIT press, September 2001. ISBN 0-262-60042-02001.
M.I. Rabinovich, J.J. Torres, P. Varona. 2000. Pattern Formation in Networks of Chaotic Spiking-Bursting Neurons. In Dynamical Systems: from Cristal to Chaos. World Scientific Books, 2000. ISBN 981-02-4217-4.

Other publications (conference papers, proceedings, abstracts, etc.): (some of them indexed in BIOSIS and INSPEC)

R. Latorre, F.B. Rodriguez, P. Varona. 2011. Local Context Discrimination in Signature Neural Networks. Lect Notes Comput. Sc 6687: 400-408.
F. Herrero-Carron, F.B. Rodriguez, P.Varona. Flexible entrainment in a bio-inspired modular oscillator for modular robot locomotion. Lect Notes Comput. Sc 6692: 532-539.
D. Rozado, F.B. Rodriguez, P. Varona. Gaze Gesture Recognition with Hierarchical Temporal Memory Networks. Lect Notes Comput. Sc 6691: 1-8.
C. Miravet and F.B. Rodr�guez. 2010. A PCA-Based Super-Resolution Algorithm for Short Image Sequences. Proceedings of 2010 IEEE 17th International Conference on Image Processing: pp. 2025-2028.
A. Gonz�lez-Pardo, P. Varona, D. Camacho and F.B. Rodr�guez. 2010. Optimal message interchange in a self-organizing multi-agent system. Intelligent Distributed Computing IV, Studies in Computational Intelligence, 315. pp. 131-141.
A. Granados, R. Mart�nez, D. Camacho and F.B. Rodr�guez. 2010. Relevance of Contextual Information in Compression-Based Text Clustering. Lecture Notes in Computer Science, 2010, Volume 6283/2010, 259-266.
A. Gonzalez-Pardo, F.B. Rodr�guez, E. Pulido, D. Camacho. 2010. Using Virtual Worlds for Behaviour Clustering-based Analysis. SMVC '10 Proceedings of the 2010 ACM Workshop on Surreal Media and Virtual Cloning: 9-14.
A. Gonzalez-Pardo, A. Granados, D. Camacho, F.B. Rodr�guez. 2010. Influence of music representation on compression-based clustering. 2010 IEEE Congress on Evolucionary Computattion (CEC): 1-8.
F. Herrero-Carr�n, F.B. Rodriguez, P. Varona. 2010. Dynamical invariants for CPG control in autonomous robots. Proceedings of ICINCO 2010, 7th International Conference on Informatics in Control, Automation and Robotics, 441-445.
F. Herrero-Carr�n, F.B. Rodriguez, P. Varona. 2010. Novel modular CPG topologies for modular robotics, Proceedings of the IEEE 2010 International Conference on Robotics and Automation workshop: 89-93.
F. Herrero-Carr�n, F.B. Rodriguez, P. Varona. 2010. Studying robustness against noise in oscillators for robot control. Proceedings of the ARCS Conference, Orlando: 58-64.
A. Gonz�lez-Pardo, P. Varona, D. Camacho, F. B. Rodr�guez. 2010. Optimal message interchange in a self-organizing multi-agent system. Studies in Computational Intelligence, 315: 131-141.
R. Levi, D. Marinazzo, P. Chamorro, F.B. Rodriguez, P. Varona. Causal relationships between calcium and membrane potential in CPG neurons. Society for Neuroscience Abs. 2010, 46.3.
F. Baroni, P. Varona. Transient memory from intrinsic single-cell dynamics quantified by history-dependent excitability. Society for Neuroscience Abs. 2010, 46.12.
L.F. Lago-Fern�ndez, A. Sz�cs, P. Varona. A spike alignment method to characterize firing time distributions. Society for Neuroscience Abs. 2009, 789.8.
P. Chamorro, R. Levi, F.B. Rodriguez, R.D. Pinto, P. Varona. Real-time activity-dependent drug microinjection. BMC Neuroscience 2009, 10: P296 (CNS 2009, Berlin).
C. Mu�iz, F.B. Rodriguez and P. Varona. RTBiomanager: a software platform to expand the applications of real-time technology in neuroscience. BMC Neuroscience 2009, 10: P49 (CNS 2009, Berlin).
B. Marin, F. Baroni, P. Varona and R.D. Pinto. Temporal structure of bursting patterns as representation of input history. BMC Neuroscience 2009, 10: P101 (CNS 2009, Berlin).
R. Martinez, M. Cebrian, F.B. Rodr�guez, D. Camacho. 2008. Contextual information retrieval based on algorithmic information theory and statistical outlier detection. Information Theory Workshop. ITW '08. IEEE Conference Proceeding, pp. 292-297. DOI: 10.1109/ITW.2008.4578672.
A. Granados, M. Cebrian, D. Camacho, F.B. Rodr�guez. 2008. Evaluating the Impact of Information Distortion on Normalized Compression Distance. A. Barbero (Ed.): ICMCTA, LNCS 5228, pp. 69-79, DOI: 10.1007/978-3-540-87448-5_8.
G. Crist�bal, E. Gil, F. Sroubek, J. Flusser, C. Miravet, F. B. Rodr�guez. 2008. Superresolution imaging: a survey of current techniques. Advanced Signal Processing Algorithms, Architectures, and Implementations XVIII. Edited by Luk, Franklin T. Proceedings of the SPIE, Volume 7074, pp. 70740C-18, DOI: 10.1117/12.797302.
F. Baroni, P. Varona. 2008. Effects of intrinsic oscillations on weight dynamics under spike timing-dependent plasticity. Proceedings of Neurocomp08, Marseille, France, 269-274. (direct link)
G.M. Sacha, F.B. Rodriguez, P. Varona. 2008. Artificial neural networks applied to the characterization of undetermined electrostatic force microscopy setups. VI Congreso Espa�ol de Fuerzas y T�nel, Segovia.
M. Gonzalez, D. Dominguez, F.B. Rodriguez. 2008. Block Activity in Metric Neural Networks. International Journal of Intelligent Technology 3 (1): 30-33.
M. Gonzalez, D. Dominguez, F.B. Rodriguez. 2008. Learning Block Memories with Metric Networks. International Journal of Intelligent Technology 3 (1): 34-37.
C. Mu�iz, R. Levi, F.B. Rodriguez, P. Varona. 2007. Pushing the envelope of real-time technology in neuroscience. XII Congreso de la Sociedad Espa�ola de Neurociencia, pp 46.
David Dominguez. 2007. Block information and topology in memory networks. In Cooperative Behavior in Neural Systems. AIP Conference Proceedings, vol. 887: 107-114.
R. Latorre, F.B. Rodriguez, P. Varona. 2007. Origin and role of neural signatures in bursting neurons. In Cooperative Behavior in Neural Systems. AIP Conference Proceedings, vol. 887: 51-60.
P. Varona. 2006. Neural Bursting Codes. Proceedings of Modeling the Brain's Labyrinth, Crete Anniversary Meeting of the EU Course in Computational Neuroscience. T-08: 25-26.
C. Muniz, S. Arganda, F.B. Rodriguez, G.G. de Polavieja, P. Varona. 2005. Advanced Dynamic-Clamp Software for the Stimulation of Excitable Cells. Society for Neuroscience Abs. 2005, 569.21.
R. Levi, P. Varona, Y.I. Arshavsky, M.I. Rabinovich, A.I. Selverston. 2004. Wing and tail motor coordination in the search behavior of Clione limacina and its relation to the statocyst activity. Society for Neuroscience Abs. 2004, 601.4.
C. Aguirre, P. Pascual, D. Campos, L. Vazquez. 2004. Chaotic Behavior of Small-World Communication Networks with Imperfect Transmission. LSS2004, The 10th IFAC/IFORS/IMACS/IFIP Symposium on Large Scale Systems: Theory and Applications. Osaka, Japan. IFAC Publishing 2004.
R. Levi, P. Varona, Y.I. Arshavsky, M.I. Rabinovich, A.I. Selverston. 2004. Interaction of sensory and motor systems during searching motor program in the marine mollusk Clione limacina. 7th International Congress of Neuroethology. Nuyborg, Denmark. P0221.
M.I. Rabinovich, P. Varona, V.I. Afraimovich. 2003. Neurocomputation with separatrices. AIP Conference Proceedings, 7th Experimental Chaos Conference, San Diego (USA), Vol 676, issue 1: 239-250.
P. Varona, R. Levi, Y.I. Arshavsky, M.I. Rabinovich, A.I. Selverston. 2003. Dual role for a statocyst: as a sensory organ and as a part of the motor pattern generator. Society for Neuroscience Abs., Vol 29, 403.16 New Orleans (USA).
A. I. Selverston, M. Rabinovich, H. Abarbanel, A. Szucs, R. Huerta, P. Varona, R. Elson, R. Pinto, A. Volkovskii. Synchronization of CPG neurons studied with hybrid circuits. 10th Symposium on Invertebrate Neurobiology, Tihany (Hungary), 5 - 9 July, 2003.
M.I. Rabinovich, R. Levi, P. Varona, Y.I. Arshavsky, A.I. Selverston. 2003. Animal behaviour controlled through the dynamics of a sensory network. Sixth IBRO World Congress of Neuroscience, July 10-15, 2003 Prague, Czech Republic.
R. Levi, P. Varona, Y.I. Arshavsky, A.I. Selverston, M.I. Rabinovich. 2003. Generation of an irregular motor program by a sensory organ. Topical Problems of Nonlinear Wave Physics (NWP-2003), Nizhny Novgorod, Russia, 6-12 September 2003.
M.I. Rabinovich, P. Varona, VS. Afraimovich. Information dynamics in neural systems: computing with separatrices. Prikladnaya Nelineinaya Dinamika, vol.11, no.1, 2003, pp.86-97. Publisher: Izdatelstvo GozYNTS `Kolledzh', Russia.
R. Levi, P. Varona, M.I. Rabinovich, A.I. Selverston, Y.I. Arshavsky. 2002. Control of hunting behavior in the mollusk clione: winnerless competition between the statocyst receptor neurons. Society for Neuroscience Abs., Vol 28, Part 1, 60.1. Orlando (USA).
M.I. Rabinovich, P. Varona, V.I. Afraimovich. 2002. Neurocomputation with separatrices. Abstracts of the 7th Experimental Chaos Conference, San Diego (USA), p. 19.
P. Varona, C. Aguirre, M.I. Rabinovich, H.D.I.Abarbanel. 2001. Coexistence of rhythms in inferior olive networks under the action of stimuli. Society for Neuroscience Abs., Vol. 27, Part 1, 70.2. San Diego (USA).
M.I. Rabinovich, P. Varona, Y.I. Arshavsky, A.I. Selverston. 2001. Dynamical origin of the random-like hunting behavior of the marine mollusk Clione. Society for Neuroscience Abs., Vol. 27, Part 2, 943.13. San Diego (USA).
P. Varona, M.I. Rabinovich. Spatio-temporal patterns in inferior olive networks. 2001. Fifth SIAM Conference on Control and its applications. San Diego, USA. MS 31. Page 244.
P. Varona, H.D.I. Abarbanel. Electronic and Biological Neurons. Proceedings of the 19th Symposium for Energy Engineering Sciences, Argonne (Chicago) 2001.
M.I. Rabinovich, P. Varona, A. Volkovskii. Information dynamics: winner-less competition principle. Proceedings of the 19th Symposium for Energy Engineering Sciences, Argonne (Chicago) 2001.
Carlos Aguirre, Fernando Corbacho and Ram�n Huerta. A Realistic substrate for small-world networls modelling. 2001. Proceedings of the International conference on Dynamical networks in Complex systems. European Physical Society. Vol 25 F 46, 2001.
Carlos Aguirre, Fernando Corbacho and Ram�n Huerta . A Realistic substrate for small-world networls modelling. 2001. Proceedings of the 12 International Workshop on Database and Expert Systems applications. IEEE Computer society.
Selverston, Allen I., Mikhail I. Rabinovich, Atilla Szucs, Pablo Varona, Alexander Volkovskii, Robert Elson, H.D.I. Abarbanel. 2000. Artificial electronic neurons as probes for understanding small neural circuits in crustacea. Proceedeings of the Crustacean Society 2000 Summer-Meeting. In Modern Approaches to the Study of Crustacea. Eds. Escobar-Briones and Alvarez. Kluwer Academic/Plenum Publishers.
O. Herreras, P. Varona, L. L�pez-Aguado, J.M. Ibarz. 2000. Computer reproduction of in vivo CA1 population spikes along the somatodendritic axis: dendritic initiation versus backpropagation. Workshop on Dendrites. Columbia University, New York. Proceedings del Centro de Reuniones Internacionales sobre Biologia del Instituto Juan March. Vol. 111, p�g. 66.
A. Sz�cs, R. D. Pinto, A.I. Selverston, P. Varona, M.I. Rabinovich, H. D .I. Abarbanel. 2000. Generation of oscillatory activity in small networks of interacting electronic and biological neurons. Society for Neuroscience Abs., Vol 26, Part 2, 748.6. New Orleans (USA).
J.M. Ibarz, P. Varona, L. L�pez, O. Herreras. 2000. Un Modelo Multineuronal de la Regi�n CA1 Como Banco de Pruebas de Modelos Unitarios y de Medidas Experimentales. VIII Congreso de la Sociedad Española de Neurociencia. Murcia. Rev. Neurol. 2000, 30 (3):262.
M.I. Rabinovich, P. Varona, H.D.I. Abarbanel. Nonlinear Dynamics of Living Neurons. Proceedings of ``Global Dynamics, Complexity and Catastrophes''. In Science for survival and sustainable development. Pontifical Academy of Science, Vatican, 2000: 185-215. ISBN 88-7761-071-9.
Aguirre C.; Martinez-Munoz, J; Corbacho F.; Huerta R. Small-World Topology for multi-agent collaboration. Proceedings 11th International Workshop on Database and Expert Systems applications, London, IEEE Comput. Soc, p231-5 2000.
P. Varona, J.J. Torres, H.D.I. Abarbanel, V.I. Makarenko, R. Llinas, M.I. Rabinovich. 1999. Modeling Collective Oscillations in the Inferior Olive. Society for Neuroscience Abs., Vol. 25, Part 1, 668.8, 915. Miami (USA).
P. Varona, J.J. Torres, R. Huerta, H.D.I. Abarbanel, M.I. Rabinovich. 1999. Subcellular Mechanisms for the Regularization of Neural Bursting Activity. Proceedings 5th SIAM Conference on Applications of Dynamical Systems. Snowbird, Utah (USA), CP12, p. 58.
M.I. Rabinovich, J.J. Torres, Pablo Varona, R. Huerta, P. Weidman. 1999. Genesis of Coherent Structures in a Discrete Chaotic Neural Medium. Proceedings 5th SIAM Conference on Applications of Dynamical Systems. Snowbird, Utah (USA), CP01, p. 48.
J.J. Torres, P. Varona, R. Huerta, H.D.I. Abarbanel, M.I. Rabinovich. 1999. Spatial Clusters of Synchronization in Neural Networks of Chaotic Spiking-bursting Neurons. 1998 Conference on Computational Physics. Granada (Spain). Comp. Phys. Comm. Vol 121-122, p. 745 (1999).