Pablo Varona

发表

RTHybrid: a standardized and open-source real-time software model library for experimental neuroscience

Rodrigo Amaducci, Manuel Reyes-Sanchez, Irene Elices, 2018 .

Modeling Biological Neural Networks

Pablo Varona, Joaquín J. Torres, J. J. Torres, 2012, Handbook of Natural Computing.

Application of symbolic dynamics to characterize coordinated activity in the context of biological neural networks

Francisco B. Rodríguez, Pablo Varona, David Arroyo, 2013, J. Frankl. Inst..

Transient Cognitive Dynamics, Metastability, and Decision Making

Ramón Huerta, Pablo Varona, Mikhail I. Rabinovich, 2008, PLoS Comput. Biol..

Origin and role of neural signatures in bursting neurons

Pablo Varona, Roberto Latorre, Francisco de Borja Rodríguez, 2007 .

Automatic Adaptation of Model Neurons and Connections to Build Hybrid Circuits with Living Networks

Rodrigo Amaducci, Manuel Reyes-Sanchez, Irene Elices, 2020, Neuroinformatics.

Optimal Message Interchange in a Self-organizing Multi-agent System

Antonio González-Pardo, Pablo Varona, David Camacho, 2010, IDC.

Discrete Sequential Information Coding: Heteroclinic Cognitive Dynamics

Pablo Varona, Mikhail I. Rabinovich, M. Rabinovich, 2018, Front. Comput. Neurosci..

A Low-Cost Computational Method for Characterizing Event-Related Potentials for BCI Applications and Beyond

Pablo Varona, Vinicio Changoluisa, Francisco De Borja Rodríguez, 2020, IEEE Access.

Signature Neural Networks: Definition and Application to Multidimensional Sorting Problems

Pablo Varona, Roberto Latorre, Francisco de Borja Rodríguez Ortiz, 2011, IEEE Transactions on Neural Networks.

Gliding and saccadic gaze gesture recognition in real time

Francisco B. Rodríguez, Pablo Varona, Javier San Agustin, 2012, TIIS.

Connection Topology Selection in Central Pattern Generators by Maximizing the Gain of Information

Ramón Huerta, Pablo Varona, Reynaldo D. Pinto, 2007, Neural Computation.

17 Modeling Biological Neural

Pablo Varona, Networks J. Torres, P. Varona, 2012 .

Temporal discrimination from the interaction between dynamic synapses and intrinsic subthreshold oscillations

Pablo Varona, Joaquín J. Torres, Roberto Latorre, 2020, Neurocomputing.

Evolutionary Tuning of a Pulse Mormyrid Electromotor Model to Generate Stereotyped Sequences of Electrical Pulse Intervals

Francisco B. Rodríguez, Pablo Varona, Angel Lareo, 2018, ICANN.

Assisted closed-loops for brain-computer interfaces

Pablo Varona, Jacobo Fernandez-Vargas, Hanns Uwe Pfaff, 2013, BMC Neuroscience.

Gaze Gesture Recognition with Hierarchical Temporal Memory Networks

Francisco B. Rodríguez, Pablo Varona, David Rozado Fernandez, 2011, IWANN.

Stochastic Networks with Subthreshold Oscillations and Spiking Activity

Pablo Varona, Francisco de Borja Rodríguez Ortiz, Nazareth P. Castellanos, 2003, IWANN.

Optimizing Hierarchical Temporal Memory for Multivariable Time Series

Francisco B. Rodríguez, Pablo Varona, David Rozado Fernandez, 2010, ICANN.

25th Annual Computational Neuroscience Meeting: CNS-2016

Morten L. Kringelbach, Majid Nili Ahmadabadi, Anders M. Dale, 2016, BMC Neuroscience.

Modeling the variability of the electromotor command system of pulse electric fish

Pablo Varona, Ángel Lareo, Francisco B. Rodríguez, 2020, bioRxiv.

Generalized Image Charge Method to Calculate Electrostatic Magnitudes at the Nanoscale Powered by Artificial Neural Networks

Eduardo Serrano, Francisco B. Rodriguez, Pablo Varona, 2010 .

Time-scales in the interplay between calcium and voltage dynamics

Pablo Varona, Srikanth Ramaswamy, Gonzalo G. de Polavieja, 2007, Neurocomputing.

Dynamic Feature Linking in Stochastic Networks with Short Range Interactions

Hilbert J. Kappen, Pablo Varona, 1996, ICANN.

Determining Burst Firing Time Distributions from Multiple Spike Trains

Pablo Varona, Luis F. Lago-Fernández, Attila Szücs, 2009, Neural Computation.

Interacting Slow and Fast Dynamics in Precise Spiking-Bursting Neurons

Pablo Varona, Joaquín J. Torres, J. J. Torres, 2005, IWINAC.

An electrode selection approach in P300-based BCIs to address inter- and intra-subject variability

Pablo Varona, Vinicio Changoluisa, Francisco B. Rodríguez, 2018, 2018 6th International Conference on Brain-Computer Interface (BCI).

RTHybrid: A Standardized and Open-Source Real-Time Software Model Library for Experimental Neuroscience

Rodrigo Amaducci, Manuel Reyes-Sanchez, Irene Elices, 2019, Front. Neuroinform..

Regularization mechanisms of spiking-bursting neurons

Ramón Huerta, Pablo Varona, Henry D. I. Abarbanel, 2001, Neural Networks.

Dynamical Invariants for CPG Control in Autonomous Robots

Pablo Varona, Francisco de Borja Rodríguez Ortiz, Fernando Herrero-Carrón, 2010, ICINCO.

The Dynamical Modeling of Cognitive Robot-Human Centered Interaction

Pablo Varona, Mikhail I. Rabinovich, M. Rabinovich, 2012, Living Machines.

Real-time control of stepper motors for mechano-sensory stimulation

Pablo Varona, Carlos Muñiz, Rafael Levi, 2008, Journal of Neuroscience Methods.

Central pattern generator control of a differential wheeled robot

Pablo Varona, Mircea Nitulescu, Juan Gonzalez-Gomez, 2011, 15th International Conference on System Theory, Control and Computing.

Online video tracking for activity-dependent stimulation in neuroethology

Pablo Varona, Francisco B Rodríguez, Carlos Muñiz, 2011, BMC Neuroscience.

Temporal structure of bursting patterns as representation of input history

Pablo Varona, Bóris Marin, Fabiano Baroni, 2009, BMC Neuroscience.

High and low dimensionality in neuroscience and artificial intelligence: Comment on "The unreasonable effectiveness of small neural ensembles in high-dimensional brain" by A.N. Gorban et al.

Pablo Varona, P. Varona, 2019, Physics of life reviews.

Robust Transient Dynamics and Brain Functions

Pablo Varona, Mikhail I. Rabinovich, M. Rabinovich, 2011, Front. Comput. Neurosci..

Online Event Detection Requirements in Closed-Loop Neuroscience

Thomas Nowotny, Francisco B. Rodriguez, Pablo Varona, 2016 .

Event detection, multimodality and non-stationarity: Ordinal patterns, a tool to rule them all?

Francisco B. Rodriguez, Pablo Varona, David Arroyo, 2013 .

Subthreshold oscillations and neuronal input-output relationships

Pablo Varona, Fabiano Baroni, 2007, Neurocomputing.

Synchronous behavior of two electrically coupled chaotic model neurons

Pablo Varona, Martin Falcke, Joaquín J. Torres, 1998 .

Synchronization and coordination of sequences in two neural ensembles.

Pablo Varona, Mikhail I Rabinovich, Antoine Venaille, 2005, Physical review. E, Statistical, nonlinear, and soft matter physics.

How to Reduce Classification Error in ERP-Based BCI: Maximum Relative Areas as a Feature for P300 Detection

Francisco B. Rodríguez, Pablo Varona, Vinicio Changoluisa, 2017, IWANN.

Heteroclinic Contours in Neural Ensembles and the Winnerless Competition Principle

Pablo Varona, Mikhail I. Rabinovich, Valentin S. Afraimovich, 2004, Int. J. Bifurc. Chaos.

Current Source Density Analysis as a Tool to Constrain the Parameter Space in Hippocampal CAI Neuron Models

Oscar Herreras, Pablo Varona, José Manuel Ibarz, 1997, IWANN.

26th Annual Computational Neuroscience Meeting (CNS*2017): Part 3

Silvestro Micera, Johannes Schemmel, Szabolcs Káli, 2017, BMC Neuroscience.

Rhythmic control of oscillatory sequential dynamics in heteroclinic motifs

Pablo Varona, Roberto Latorre, Mikhail I. Rabinovich, 2019, Neurocomputing.

Spatio-temporal patterns of network activity in the inferior olive

Pablo Varona, Henry D. I. Abarbanel, Joaquín J. Torres, 2002, Neurocomputing.

Neurocomputation with Separatrices

Pablo Varona, Mikhail I. Rabinovich, Valentin Afraimovich, 2003 .

Introducing XSim: A Neural Network Simulator that Incorporates Biological Parameters

Pablo Varona, Juan A. Sigüenza, P. Varona, 1995, IWANN.

Networks of neurons that emit and recognize signatures

Eduardo Serrano, Pablo Varona, Francisco de Borja Rodríguez Ortiz, 2004, Neurocomputing.

RTBiomanager: a software platform to expand the applications of real-time technology in neuroscience

Pablo Varona, Francisco de Borja Rodríguez, Carlos Muñiz, 2009, BMC Neuroscience.

Communication by identity discrimination in bio‐inspired multi‐agent systems

Antonio González-Pardo, David Camacho, Pablo Varona, 2012, Concurr. Comput. Pract. Exp..

Neural Signatures: Multiple Coding in Spiking–bursting Cells

Pablo Varona, Roberto Latorre, Francisco de Borja Rodríguez Ortiz, 2006, Biological Cybernetics.

Effects of Locomotive Drift in Scale-Invariant Robotic Search Strategies

Eduardo Serrano, Francisco B. Rodríguez, Pablo Varona, 2017, Living Machines.

Chunking dynamics: heteroclinics in mind

Pablo Varona, Mikhail I. Rabinovich, Valentin S. Afraimovich, 2014, Front. Comput. Neurosci..

Closed-loop control of a minimal central pattern generator network

Irene Elices, Pablo Varona, P. Varona, 2015, Neurocomputing.

Characterization of Triphasic Rhythms in Central Pattern Generators (II): Burst Information Analysis

Pablo Varona, Roberto Latorre, Francisco de Borja Rodríguez Ortiz, 2002, ICANN.

Controlling a Smartphone Using Gaze Gestures as the Input Mechanism

Pablo Varona, Francisco de Borja Rodríguez Ortiz, Javier San Agustin, 2015, Hum. Comput. Interact..

Transformation of Context-dependent Sensory Dynamics into Motor Behavior

Pablo Varona, Rafael Levi, Roberto Latorre, 2013, PLoS Comput. Biol..

Asymmetry Factors Shaping Regular and Irregular Bursting Rhythms in Central Pattern Generators

Irene Elices, Pablo Varona, P. Varona, 2017, Front. Comput. Neurosci..

Regularization of a half-center oscillator network by closed-loop control

Irene Elices, Pablo Varona, 2015, BMC Neuroscience.

Design Principles for Cooperative Robots with Uncertainty-Aware and Resource-Wise Adaptive Behavior

Pablo Varona, Francisco de Borja Rodríguez Ortiz, Carlos García-Saura, 2014, Living Machines.

Robust dynamical invariants in sequential neural activity

Irene Elices, Francisco B. Rodriguez, Pablo Varona, 2018, bioRxiv.

Nonlinear Cooperative Dynamics of Living Neurons

Pablo Varona, Henry D. I. Abarbanel, Mikhail I. Rabinovich, 2000, Int. J. Bifurc. Chaos.

Topology selection by chaotic neurons of a pyloric central pattern generator

Ramón Huerta, Pablo Varona, Mikhail I. Rabinovich, 2001, Biological Cybernetics.

Dendrites: The Last Generation Computers

Oscar Herreras, Pablo Varona, José Manuel Ibarz, 2001, IWANN.

Competing sensory neurons and motor rhythm coordination

Allen I. Selverston, Pablo Varona, Rafael Levi, 2004, Neurocomputing.

Dynamic Clamp Technique

Thomas Nowotny, Pablo Varona, T. Nowotny, 2014, Encyclopedia of Computational Neuroscience.

Automatic Adaptation of Model Neurons and Connections to Build Hybrid Circuits with Living Networks

Rodrigo Amaducci, Manuel Reyes-Sanchez, Irene Elices, 2018, Neuroinformatics.

Robust dynamical invariants in sequential neural activity

Irene Elices, Pablo Varona, Rafael Levi, 2018, Scientific Reports.

Transient Brain Dynamics

Pablo Varona, Mikhail I. Rabinovich, Mikhail I. Rabinovich, 2012 .

Local Context Discrimination in Signature Neural Networks

Francisco B. Rodríguez, Pablo Varona, Roberto Latorre, 2011, IWINAC.

Dynamics of two electrically coupled chaotic neurons: Experimental observations and model analysis

Pablo Varona, Henry D. I. Abarbanel, Joaquín J. Torres, 2001, Biological Cybernetics.

A model study for causal relationships between voltage and calcium dynamics

Daniele Marinazzo, Pablo Varona, Rafael Levi, 2011, BMC Neuroscience.

Generalization of the Dynamic Clamp Concept in Neurophysiology and Behavior

Pablo Varona, David Arroyo, Rafael Levi, 2012, PloS one.

Temporal structure in the bursting activity of the leech heartbeat CPG neurons

Eduardo Serrano, Pablo Varona, Francisco de Borja Rodríguez Ortiz, 2007, Neurocomputing.

Analysis of Electroreception with Temporal Code-Driven Stimulation

Francisco B. Rodríguez, Pablo Varona, Reynaldo D. Pinto, 2017, IWANN.

Low cost remote gaze gesture recognition in real time

Francisco B. Rodríguez, Pablo Varona, David Rozado Fernandez, 2012, Appl. Soft Comput..

The Stability of Information Flows in the Brain

Pablo Varona, Mikhail I. Rabinovich, Christian Bick, 2012 .

Transient dynamics and rhythm coordination of inferior olive spatio-temporal patterns

Pablo Varona, Carlos Aguirre, Roberto Latorre, 2013, Front. Neural Circuits.

Flexible Entrainment in a Bio-inspired Modular Oscillator for Modular Robot Locomotion

Francisco B. Rodríguez, Pablo Varona, Fernando Herrero-Carrón, 2011, IWANN.

Effect of individual spiking activity on rhythm generation of central pattern generators

Pablo Varona, Roberto Latorre, Francisco de Borja Rodríguez Ortiz, 2004, Neurocomputing.

Richer Network Dynamics of Intrinsically Non-regular Neurons Measured through Mutual Information

Ramón Huerta, Pablo Varona, Henry D. I. Abarbanel, 2001, IWANN.

Information flow dynamics in the brain.

Pablo Varona, Christian Bick, Mikhail I Rabinovich, 2012, Physics of life reviews.

Temporal Code-Driven Stimulation: Definition and Application to Electric Fish Signaling

Pablo Varona, Francisco de Borja Rodríguez Ortiz, Reynaldo D. Pinto, 2016, Front. Neuroinform..

Reaction to neural signatures through excitatory synapses in central pattern generator models

Pablo Varona, Roberto Latorre, Francisco de Borja Rodríguez Ortiz, 2007, Neurocomputing.

Extending the bioinspired hierarchical temporal memory paradigm for sign language recognition

Francisco B. Rodríguez, Pablo Varona, David Rozado Fernandez, 2012, Neurocomputing.

Instability, semantic dynamics and modeling brain data

Pablo Varona, Mikhail I. Rabinovich, Christian Bick, 2012 .

Characterization of Triphasic Rhythms in Central Pattern Generators (I): Interspike Interval Analysis

Pablo Varona, Roberto Latorre, Francisco de Borja Rodríguez Ortiz, 2002, ICANN.

Generation and reshaping of sequences in neural systems

Ramón Huerta, Pablo Varona, Mikhail I. Rabinovich, 2006, Biological Cybernetics.

Short Guide to Modern Nonlinear Dynamics

Pablo Varona, Mikhail I. Rabinovich, Valentin Afraimovich, 2012 .

Effect of Electrical Synapses in the Cycle-by-Cycle Period and Burst Duration of Central Pattern Generators

Irene Elices, Pablo Varona, Roberto Latorre, 2021, IWANN.

Characterization of interval variability in the sequential activity of a central pattern generator model

Irene Elices, Pablo Varona, Alicia Garrido-Peña, 2021, Neurocomputing.

Hierarchical dynamics of informational patterns and decision-making

Pablo Varona, M. Rabinovich, P. Varona, 2016, Proceedings of the Royal Society B: Biological Sciences.

Heteroclinic binding

Pablo Varona, Valentin S. Afraimovich, Mikhail I. Rabinovich, 2010 .

Transient Dynamics in Complex Systems: Heteroclinic Sequences with Multidimensional Unstable Manifolds

Pablo Varona, Valentin Afraimovich, Irma Tristan, 2013 .

Real-time activity-dependent drug microinjection

Pablo Varona, Rafael Levi, Reynaldo D Pinto, 2009, BMC Neuroscience.

Neural signatures: multiple coding in spiking-bursting cells

Francisco B. Rodríguez, Pablo Varona, Roberto Latorre, 2006, Biological Cybernetics.

26th Annual Computational Neuroscience Meeting (CNS*2017): Part 2

Minoru Asada, Anders M. Dale, Anna Devor, 2017, BMC Neuroscience.

Hierarchical nonlinear dynamics of human attention

Pablo Varona, Irma Tristan, Mikhail I. Rabinovich, 2015, Neuroscience & Biobehavioral Reviews.

Dynamical bridge between brain and mind

Pablo Varona, Alan N. Simmons, Mikhail I. Rabinovich, 2015, Trends in Cognitive Sciences.

Neural Dynamics of Attentional Cross-Modality Control

Pablo Varona, Irma Tristan, M. Rabinovich, 2013, PloS one.

Spike timing-dependent plasticity is affected by the interplay of intrinsic and network oscillations

Pablo Varona, Fabiano Baroni, P. Varona, 2010, Journal of Physiology-Paris.

Characterization of a clinical olfactory test with an artificial nose

Eduardo Serrano, Francisco B. Rodríguez, Pablo Varona, 2011, Front. Neuroeng..

Behavioral driving through on line monitoring and activity-dependent stimulation in weakly electric fish

Pablo Varona, Caroline G Forlim, Reynaldo D Pinto, 2013, BMC Neuroscience.

Slow dynamics and regularization phenomena in ensembles of chaotic neurons

Ramón Huerta, Pablo Varona, Joaquín J. Torres, 1999 .

Interplay between Subthreshold Oscillations and Depressing Synapses in Single Neurons

Pablo Varona, Joaquín J. Torres, Roberto Latorre, 2016, PloS one.

Consciousness as Sequential Dynamics, Robustness, and Mental Disorders.

Pablo Varona, M. Rabinovich, P. Varona, 2017, JAMA psychiatry.

Delay-Dependent Response in Weakly Electric Fish under Closed-Loop Pulse Stimulation

Francisco B. Rodríguez, Pablo Varona, Caroline Garcia Forlim, 2015, PloS one.