Pablo Varona

Work

Universidad Autónoma de Madrid
|

Professor

Spain

Publications

Self-attentive Bidirectional LSTM Networks for Temporal Decoding of EEG Motor States

Summary

book-chapter

Mu and beta power effects of fast response trait double dissociate during precue and movement execution in the sensorimotor cortex

Published by

Computers in Biology and Medicine

Summary

journal-article

Theoretical bases for the relation between excitability, variability and synchronization in sequential neural dynamics

Published by

Neurocomputing

Summary

journal-article

Neural temporal code-driven stimulation in real-time using the Victor–Purpura distance

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Evolving Systems

Summary

journal-article

Temporal Code-Driven Stimulation Adaptability to Neural Variability Using Victor-Purpura Distance

Summary

book-chapter

Beyond neurons and spikes: cognon, the hierarchical dynamical unit of thought

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Cognitive Neurodynamics

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journal-article

Modulation of neuronal dynamics by sustained and activity-dependent continuous-wave near-infrared laser stimulation

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Neurophotonics

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journal-article

Emergence of sequential dynamical invariants in central pattern generators from auto-organized constraints in their sequence time intervals

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Neurocomputing

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journal-article

Evolution of EEG Fractal Dimension Along a Sequential Finger Movement Task

Summary

book-chapter

Parameterization of the Victor-Purpura Distance for Matching Temporal Neural Activity Patterns in Real-Time

Summary

book-chapter

METODO Y SISTEMA NO INVASIVOS PARA LA CARACTERIZACION Y CERTIFICACION DE ACTIVIDADES COGNITIVAS

Summary

patent

Automatized offline and online exploration to achieve a target dynamics in biohybrid neural circuits built with living and model neurons

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Neural Networks

Summary

journal-article

METODO Y SISTEMA PARA LA CARACTERIZACION Y CERTIFICACION DE LA EVOLUCION DE PROCESOS ALIMENTARIOS

Summary

patent

Matching Patterns of Temporal Neural Activity Using the Victor-Purpura Distance in Real-Time

Summary

book-chapter

Modeling the Sequential Pattern Variability of the Electromotor Command System of Pulse Electric Fish

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Frontiers in Neuroinformatics

Summary

journal-article

Modeling the Sequential Pattern Variability of the Electromotor Command System of Pulse Electric Fish

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Frontiers in Neuroinformatics

Summary

journal-article

Nonlinear dynamics of creative thinking. Multimodal processes and the interaction of heteroclinic structures

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Physics-Uspekhi

Summary

journal-article

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

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Neurocomputing

Summary

journal-article

Binding brain dynamics building up heteroclinic networks

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Physics of Life Reviews

Summary

journal-article

A Fine Dry-Electrode Selection to Characterize Event-Related Potentials in the Context of BCI

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Lecture Notes in Computer Science

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journal-article

A Fine Dry-Electrode Selection to Characterize Event-Related Potentials in the Context of BCI

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Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Summary

book

Assessing robust sequences of neural dynamics: A new approach to M/EEG signals analysis

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Journal of Computational Neuroscience

Summary

journal-article

Closed-loop stimulation guided by minimal codes in the sequential activity of weakly electric fish

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Journal of Computational Neuroscience

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journal-article

Closed-loop temporal code-driven stimulation implemented and tested using Real-Time eXperimental Interface (RTXI)

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Journal of Computational Neuroscience

Summary

journal-article

Dynamic synchronization between electrically coupled cells of central pattern generators

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Journal of Computational Neuroscience

Summary

journal-article

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

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Lecture Notes in Computer Science

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journal-article

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

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Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Summary

book

Effect of infrared laser stimulation in single neurons: Experimental and modeling study

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Journal of Computational Neuroscience

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journal-article

Gap junctions shape the intervals that build robust sequences in a central pattern generator model

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Journal of Computational Neuroscience

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journal-article

Improving the detection of ERPs and managing variability with dry electrodes in personalized brain computer interfaces

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Journal of Computational Neuroscience

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journal-article

Intrinsic and environmental factors modulating autonomous robotic search under high uncertainty

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Scientific Reports

Summary

journal-article

Parameter adaptation of hybrid circuits by online exploration driven by genetic algorithms

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Journal of Computational Neuroscience

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journal-article

Sequential dynamics of complex networks in mind: Consciousness and creativity

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Physics Reports

Summary

journal-article

Sequential dynamics of complex networks in mind: Consciousness and creativity

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Physics Reports

Summary

journal-article

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

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Neuroinformatics

Summary

journal-article

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

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IEEE Access

Summary

journal-article

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

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Neurocomputing

Summary

journal-article

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.

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Physics of Life Reviews

Summary

journal-article

High and low dimensionality in neuroscience and artificial intelligence

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Physics of Life Reviews

Summary

journal-article

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

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Frontiers in Neuroinformatics

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journal-article

RThybrid: A standardized and open-source real-time software model library for experimental neuroscience

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Frontiers in Neuroinformatics

Summary

journal-article

Rhythmic control of oscillatory sequential dynamics in heteroclinic motifs

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Neurocomputing

Summary

journal-article

Rhythmic control of oscillatory sequential dynamics in heteroclinic motifs

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Neurocomputing

Summary

journal-article

Rhythmic control of oscillatory sequential dynamics in heteroclinic motifs

Published by

Neurocomputing

Summary

journal-article

Robust dynamical invariants in sequential neural activity

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Scientific Reports

Summary

journal-article

Robust dynamical invariants in sequential neural activity

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Scientific Reports

Summary

journal-article

An Electrode Selection Approach in P300-based BCIs to Address Inter- and Intra-Subject Variability

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2018 6th International Conference on Brain-Computer Interface

Summary

book

Discrete Sequential Information Coding: Heteroclinic Cognitive Dynamics

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Frontiers in Computational Neuroscience

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journal-article

Discrete sequential information coding: Heteroclinic cognitive dynamics

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Frontiers in Computational Neuroscience

Summary

journal-article

Evolutionary tuning of a pulse mormyrid electromotor model to generate stereotyped sequences of electrical pulse intervals

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Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Summary

book

Analysis of Electroreception with Temporal Code-Driven Stimulation

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Advances in Computational Intelligence, Iwann 2017, Pt I

Summary

book-chapter

Analysis of electroreception with temporal code-driven stimulation

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Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Summary

book

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

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Frontiers in Computational Neuroscience

Summary

journal-article

Asymmetry factors shaping regular and irregular bursting rhythms in central pattern generators

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Frontiers in Computational Neuroscience

Summary

journal-article

Consciousness as Sequential Dynamics, Robustness, and Mental Disorders

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Jama Psychiatry

Summary

journal-article

Consciousness as sequential dynamics, robustness, and mental disorders

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JAMA Psychiatry

Summary

journal-article

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

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Advances in Computational Intelligence, Iwann 2017, Pt Ii

Summary

book-chapter

How to reduce classification error in ERP-based BCI: Maximum relative areas as a feature for p300 detection

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Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Summary

book

Mathematics of mind

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Izvestiya Vysshikh Uchebnykh Zavedeniy. Prikladnaya Nelineynaya Dinamika

Summary

journal-article

Hierarchical dynamics of informational patterns and decision-making

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Proceedings of the Royal Society B-Biological Sciences

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journal-article