Pablo Varona

Orcid: 0000-0002-1754-8991

According to our database1, Pablo Varona authored at least 67 papers between 1995 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
Automatized offline and online exploration to achieve a target dynamics in biohybrid neural circuits built with living and model neurons.
Neural Networks, July, 2023

Matching Patterns of Temporal Neural Activity Using the Victor-Purpura Distance in Real-Time.
Proceedings of the Artificial Intelligence Applications and Innovations, 2023

2022
Modeling the Sequential Pattern Variability of the Electromotor Command System of Pulse Electric Fish.
Frontiers Neuroinformatics, 2022

2021
Characterization of interval variability in the sequential activity of a central pattern generator model.
Neurocomputing, 2021

A Fine Dry-Electrode Selection to Characterize Event-Related Potentials in the Context of BCI.
Proceedings of the Advances in Computational Intelligence, 2021

Effect of Electrical Synapses in the Cycle-by-Cycle Period and Burst Duration of Central Pattern Generators.
Proceedings of the Advances in Computational Intelligence, 2021

2020
Automatic Adaptation of Model Neurons and Connections to Build Hybrid Circuits with Living Networks.
Neuroinformatics, 2020

Temporal discrimination from the interaction between dynamic synapses and intrinsic subthreshold oscillations.
Neurocomputing, 2020

A Low-Cost Computational Method for Characterizing Event-Related Potentials for BCI Applications and Beyond.
IEEE Access, 2020

2019
Rhythmic control of oscillatory sequential dynamics in heteroclinic motifs.
Neurocomputing, 2019

RTHybrid: A Standardized and Open-Source Real-Time Software Model Library for Experimental Neuroscience.
Frontiers Neuroinformatics, 2019

2018
Discrete Sequential Information Coding: Heteroclinic Cognitive Dynamics.
Frontiers Comput. Neurosci., 2018

Evolutionary Tuning of a Pulse Mormyrid Electromotor Model to Generate Stereotyped Sequences of Electrical Pulse Intervals.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2018, 2018

An electrode selection approach in P300-based BCIs to address inter- and intra-subject variability.
Proceedings of the 6th International Conference on Brain-Computer Interface, 2018

2017
Asymmetry Factors Shaping Regular and Irregular Bursting Rhythms in Central Pattern Generators.
Frontiers Comput. Neurosci., 2017

Effects of Locomotive Drift in Scale-Invariant Robotic Search Strategies.
Proceedings of the Biomimetic and Biohybrid Systems - 6th International Conference, 2017

Analysis of Electroreception with Temporal Code-Driven Stimulation.
Proceedings of the Advances in Computational Intelligence, 2017

How to Reduce Classification Error in ERP-Based BCI: Maximum Relative Areas as a Feature for P300 Detection.
Proceedings of the Advances in Computational Intelligence, 2017

2016
Temporal Code-Driven Stimulation: Definition and Application to Electric Fish Signaling.
Frontiers Neuroinformatics, 2016

2015
Closed-loop control of a minimal central pattern generator network.
Neurocomputing, 2015

Controlling a Smartphone Using Gaze Gestures as the Input Mechanism.
Hum. Comput. Interact., 2015

2014
Dynamic Clamp Technique.
Proceedings of the Encyclopedia of Computational Neuroscience, 2014

Chunking dynamics: heteroclinics in mind.
Frontiers Comput. Neurosci., 2014

Design Principles for Cooperative Robots with Uncertainty-Aware and Resource-Wise Adaptive Behavior.
Proceedings of the Biomimetic and Biohybrid Systems - Third International Conference, 2014

2013
Transformation of Context-dependent Sensory Dynamics into Motor Behavior.
PLoS Comput. Biol., 2013

Application of symbolic dynamics to characterize coordinated activity in the context of biological neural networks.
J. Frankl. Inst., 2013

2012
Modeling Biological Neural Networks.
Proceedings of the Handbook of Natural Computing, 2012

Gliding and saccadic gaze gesture recognition in real time.
ACM Trans. Interact. Intell. Syst., 2012

Extending the bioinspired hierarchical temporal memory paradigm for sign language recognition.
Neurocomputing, 2012

Communication by identity discrimination in bio-inspired multi-agent systems.
Concurr. Comput. Pract. Exp., 2012

Low cost remote gaze gesture recognition in real time.
Appl. Soft Comput., 2012

The Dynamical Modeling of Cognitive Robot-Human Centered Interaction.
Proceedings of the Biomimetic and Biohybrid Systems - First International Conference, 2012

2011
Signature Neural Networks: Definition and Application to Multidimensional Sorting Problems.
IEEE Trans. Neural Networks, 2011

Robust Transient Dynamics and Brain Functions.
Frontiers Comput. Neurosci., 2011

Local Context Discrimination in Signature Neural Networks.
Proceedings of the New Challenges on Bioinspired Applications, 2011

Gaze Gesture Recognition with Hierarchical Temporal Memory Networks.
Proceedings of the Advances in Computational Intelligence, 2011

Flexible Entrainment in a Bio-inspired Modular Oscillator for Modular Robot Locomotion.
Proceedings of the Advances in Computational Intelligence, 2011

2010
Optimal Message Interchange in a Self-organizing Multi-agent System.
Proceedings of the Intelligent Distributed Computing IV - Proceedings of the 4th International Symposium on Intelligent Distributed Computing, 2010

Dynamical Invariants for CPG Control in Autonomous Robots.
Proceedings of the ICINCO 2010, 2010

Optimizing Hierarchical Temporal Memory for Multivariable Time Series.
Proceedings of the Artificial Neural Networks, 2010

2009
Determining Burst Firing Time Distributions from Multiple Spike Trains.
Neural Comput., 2009

2008
Transient Cognitive Dynamics, Metastability, and Decision Making.
PLoS Comput. Biol., 2008

2007
Connection Topology Selection in Central Pattern Generators by Maximizing the Gain of Information.
Neural Comput., 2007

Time-scales in the interplay between calcium and voltage dynamics.
Neurocomputing, 2007

Reaction to neural signatures through excitatory synapses in central pattern generator models.
Neurocomputing, 2007

Temporal structure in the bursting activity of the leech heartbeat CPG neurons.
Neurocomputing, 2007

Subthreshold oscillations and neuronal input-output relationships.
Neurocomputing, 2007

2006
Generation and reshaping of sequences in neural systems.
Biol. Cybern., 2006

Neural Signatures: Multiple Coding in Spiking-bursting Cells.
Biol. Cybern., 2006

2005
Interacting Slow and Fast Dynamics in Precise Spiking-Bursting Neurons.
Proceedings of the Mechanisms, 2005

2004
Competing sensory neurons and motor rhythm coordination.
Neurocomputing, 2004

Networks of neurons that emit and recognize signatures.
Neurocomputing, 2004

Effect of individual spiking activity on rhythm generation of central pattern generators.
Neurocomputing, 2004

Heteroclinic Contours in Neural Ensembles and the Winnerless Competition Principle.
Int. J. Bifurc. Chaos, 2004

2003
Stochastic Networks with Subthreshold Oscillations and Spiking Activity.
Proceedings of the Artificial Neural Nets Problem Solving Methods, 2003

2002
Spatio-temporal patterns of network activity in the inferior olive.
Neurocomputing, 2002

Characterization of Triphasic Rhythms in Central Pattern Generators (II): Burst Information Analysis.
Proceedings of the Artificial Neural Networks, 2002

Characterization of Triphasic Rhythms in Central Pattern Generators (I): Interspike Interval Analysis.
Proceedings of the Artificial Neural Networks, 2002

2001
Regularization mechanisms of spiking-bursting neurons.
Neural Networks, 2001

Dynamics of two electrically coupled chaotic neurons: Experimental observations and model analysis.
Biol. Cybern., 2001

Topology selection by chaotic neurons of a pyloric central pattern generator.
Biol. Cybern., 2001

Richer Network Dynamics of Intrinsically Non-regular Neurons Measured through Mutual Information.
Proceedings of the Connectionist Models of Neurons, 2001

Dendrites: The Last Generation Computers.
Proceedings of the Connectionist Models of Neurons, 2001

2000
Nonlinear Cooperative Dynamics of Living Neurons.
Int. J. Bifurc. Chaos, 2000

1997
Current Source Density Analysis as a Tool to Constrain the Parameter Space in Hippocampal CAI Neuron Models.
Proceedings of the Biological and Artificial Computation: From Neuroscience to Technology, 1997

1996
Dynamic Feature Linking in Stochastic Networks with Short Range Interactions.
Proceedings of the Artificial Neural Networks, 1996

1995
Introducing XSim: A Neural Network Simulator that Incorporates Biological Parameters.
Proceedings of the From Natural to Artificial Neural Computation, 1995


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