Francisco de Borja Rodríguez Ortiz

Proceedings of the Artificial Intelligence Applications and Innovations, 2024

2023

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

[BibT_eX]

[DOI]

Neural Networks, July, 2023

Detecting P300-ERPs Building a Post-validation Neural Ensemble with Informative Neurons from a Recurrent Neural Network.

[BibT_eX]

[DOI]

Christian Oliva

Proceedings of the Artificial Intelligence Applications and Innovations, 2023

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

[BibT_eX]

[DOI]

Alberto Ayala

Proceedings of the Artificial Intelligence Applications and Innovations, 2023

Enhancing P300 Detection in Brain-Computer Interfaces with Interpretable Post-processing of Recurrent Neural Networks.

[BibT_eX]

[DOI]

Christian Oliva

Proceedings of the Artificial Neural Networks and Machine Learning, 2023

2022

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

[BibT_eX]

[DOI]

Frontiers Neuroinformatics, 2022

2021

Influence of bio-inspired activity regulation through neural thresholds learning in the performance of neural networks.

[BibT_eX]

[DOI]

Neurocomputing, 2021

Ensemble of diluted attractor networks with optimized topology for fingerprint retrieval.

[BibT_eX]

[DOI]

Neurocomputing, 2021

P300 Characterization Through Granger Causal Connectivity in the Context of Brain-Computer Interface Technologies.

[BibT_eX]

[DOI]

Vanessa Salazar

Proceedings of the Advances in Computational Intelligence, 2021

Fine-Tuning of Patterns Assignment to Subnetworks Increases the Capacity of an Attractor Network Ensemble.

[BibT_eX]

[DOI]

Proceedings of the Advances in Computational Intelligence, 2021

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

[BibT_eX]

[DOI]

Proceedings of the Advances in Computational Intelligence, 2021

Impact of Minority Class Variability on Anomaly Detection by Means of Random Forests and Support Vector Machines.

[BibT_eX]

[DOI]

Faisal Saleem Alraddadi

Proceedings of the Advances in Computational Intelligence, 2021

Precise Temporal P300 Detection in Brain Computer Interface EEG Signals Using a Long-Short Term Memory.

[BibT_eX]

[DOI]

Christian Oliva

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2021, 2021

A Bio-Inspired Mechanism Based on Neural Threshold Regulation to Compensate Variability in Network Connectivity.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2021, 2021

2020

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

[BibT_eX]

[DOI]

Manuel Reyes-Sanchez

Rodrigo Amaducci

Irene Elices

Neuroinformatics, 2020

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

[BibT_eX]

[DOI]

IEEE Access, 2020

2019

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

[BibT_eX]

[DOI]

Rodrigo Amaducci

Manuel Reyes-Sanchez

Irene Elices

Frontiers Neuroinformatics, 2019

Algorithmic clustering based on string compression to extract P300 structure in EEG signals.

[BibT_eX]

[DOI]

Comput. Methods Programs Biomed., 2019

Fingerprint Retrieval Using a Specialized Ensemble of Attractor Networks.

[BibT_eX]

[DOI]

Proceedings of the Advances in Computational Intelligence, 2019

Ensemble of Attractor Networks for 2D Gesture Retrieval.

[BibT_eX]

[DOI]

Carlos Dávila

Jorge Luis Pérez-Medina

Proceedings of the Advances in Computational Intelligence, 2019

A Methodology for Retrofitting Privacy and Its Application to e-Shopping Transactions.

[BibT_eX]

[DOI]

Moti Yung

Proceedings of the Advances in Cyber Security: Principles, Techniques, and Applications., 2019

2018

Stimulus space complexity determines the ratio of specialist and generalist neurons during pattern recognition.

[BibT_eX]

[DOI]

J. Frankl. Inst., 2018

Modeling Sustainability Reporting with Ternary Attractor Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Mining Intelligence and Knowledge Exploration, 2018

Compression-Based Clustering of Video Human Activity Using an ASCII Encoding.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2018, 2018

Automatic Treatment of Bird Audios by Means of String Compression Applied to Sound Clustering in Xeno-Canto Database.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2018, 2018

Input Pattern Complexity Determines Specialist and Generalist Populations in Drosophila Neural Network.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2018, 2018

Strategies to Enhance Pattern Recognition in Neural Networks Based on the Insect Olfactory System.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2018, 2018

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

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2018, 2018

Privacy in e-Shopping Transactions: Exploring and Addressing the Trade-Offs.

[BibT_eX]

[DOI]

Moti Yung

Proceedings of the Cyber Security Cryptography and Machine Learning, 2018

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

[BibT_eX]

[DOI]

Proceedings of the 6th International Conference on Brain-Computer Interface, 2018

2017

Increase attractor capacity using an ensembled neural network.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2017

Fair and Accountable Anonymity for the Tor Network.

[BibT_eX]

[DOI]

Proceedings of the 14th International Joint Conference on e-Business and Telecommunications (ICETE 2017), 2017

Effects of Locomotive Drift in Scale-Invariant Robotic Search Strategies.

[BibT_eX]

[DOI]

Carlos García-Saura

Proceedings of the Biomimetic and Biohybrid Systems - 6th International Conference, 2017

Exploring a Mathematical Model of Gain Control via Lateral Inhibition in the Antennal Lobe.

[BibT_eX]

[DOI]

Thiago Mosqueiro

Proceedings of the Advances in Computational Intelligence, 2017

Analysis of Electroreception with Temporal Code-Driven Stimulation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Computational Intelligence, 2017

Capacity and Retrieval of a Modular Set of Diluted Attractor Networks with Respect to the Global Number of Neurons.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the Advances in Computational Intelligence, 2017

An approach of algorithmic clustering based on string compression to identify bird songs species in xeno-canto database.

[BibT_eX]

[DOI]

Proceedings of the 3rd International Conference on Frontiers of Signal Processing, 2017

2016

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

[BibT_eX]

[DOI]

Frontiers Neuroinformatics, 2016

2015

Discovering Data Set Nature through Algorithmic Clustering Based on String Compression.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2015

Regulation of specialists and generalists by neural variability improves pattern recognition performance.

[BibT_eX]

[DOI]

Neurocomputing, 2015

libgroupsig: An extensible C library for group signatures.

[BibT_eX]

[DOI]

IACR Cryptol. ePrint Arch., 2015

Controlling a Smartphone Using Gaze Gestures as the Input Mechanism.

[BibT_eX]

[DOI]

T. Moreno

Javier San Agustin

Hum. Comput. Interact., 2015

Specialist Neurons in Feature Extraction Are Responsible for Pattern Recognition Process in Insect Olfaction.

[BibT_eX]

[DOI]

Proceedings of the Artificial Computation in Biology and Medicine, 2015

Privacy Threats in E-Shopping (Position Paper).

[BibT_eX]

[DOI]

Moti Yung

Proceedings of the Data Privacy Management, and Security Assurance, 2015

Non-conventional Digital Signatures and Their Implementations - A Review.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference, 2015

2014

On securing online registration protocols: Formal verification of a new proposal.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2014

Improving NCD accuracy by combining document segmentation and document distortion.

[BibT_eX]

[DOI]

Rafael Martínez

Knowl. Inf. Syst., 2014

A formal methodology for integral security design and verification of network protocols.

[BibT_eX]

[DOI]

J. Syst. Softw., 2014

Retrieval of noisy Fingerprint Patterns using Metric Attractor Networks.

[BibT_eX]

[DOI]

Int. J. Neural Syst., 2014

Fair anonymity for the Tor network.

[BibT_eX]

[DOI]

CoRR, 2014

New X.509-based mechanisms for fair anonymity management.

[BibT_eX]

[DOI]

Comput. Secur., 2014

Methodological Security Verification of a Registration Protocol.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference SOCO'14-CISIS'14-ICEUTE'14, 2014

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

[BibT_eX]

[DOI]

Carlos García-Saura

Proceedings of the Biomimetic and Biohybrid Systems - Third International Conference, 2014

Neural Trade-Offs among Specialist and Generalist Neurons in Pattern Recognition.

[BibT_eX]

[DOI]

Proceedings of the Engineering Applications of Neural Networks, 2014

2013

Cryptanalysis of a one round chaos-based Substitution Permutation Network.

[BibT_eX]

[DOI]

Signal Process., 2013

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

[BibT_eX]

[DOI]

J. Frankl. Inst., 2013

Neuron Threshold Variability in an Olfactory Model Improves Odorant Discrimination.

[BibT_eX]

[DOI]

Proceedings of the Natural and Artificial Models in Computation and Biology, 2013

Detection Method for Phase Synchronization in a Population of Spiking Neurons.

[BibT_eX]

[DOI]

Manuel López Martín

Proceedings of the Natural and Artificial Models in Computation and Biology, 2013

2012

Gliding and saccadic gaze gesture recognition in real time.

[BibT_eX]

[DOI]

Javier San Agustin

ACM Trans. Interact. Intell. Syst., 2012

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

[BibT_eX]

[DOI]

Neurocomputing, 2012

Is the contextual information relevant in text clustering by compression?

[BibT_eX]

[DOI]

Expert Syst. Appl., 2012

Formal security analysis of registration protocols for interactive systems: a methodology and a case of study

[BibT_eX]

[DOI]

CoRR, 2012

Communication by identity discrimination in bio-inspired multi-agent systems.

[BibT_eX]

[DOI]

Concurr. Comput. Pract. Exp., 2012

Low cost remote gaze gesture recognition in real time.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2012

Anonymity Revocation through Standard Infrastructures.

[BibT_eX]

[DOI]

Proceedings of the Public Key Infrastructures, Services and Applications, 2012

2011

Signature Neural Networks: Definition and Application to Multidimensional Sorting Problems.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 2011

Reducing the Loss of Information through Annealing Text Distortion.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2011

Local Context Discrimination in Signature Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the New Challenges on Bioinspired Applications, 2011

Gaze Gesture Recognition with Hierarchical Temporal Memory Networks.

[BibT_eX]

[DOI]

Proceedings of the Advances in Computational Intelligence, 2011

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

[BibT_eX]

[DOI]

Fernando Herrero-Carrón

Proceedings of the Advances in Computational Intelligence, 2011

An Approach for Adapting Moodle into a Secure Infrastructure.

[BibT_eX]

[DOI]

Proceedings of the Computational Intelligence in Security for Information Systems, 2011

2010

Using virtual worlds for behaviour clustering-based analysis.

[BibT_eX]

[DOI]

Estrella Pulido

David Camacho Fernández

Proceedings of the 2010 ACM Workshop on Surreal Media and Virtual Cloning, 2010

Relevance of Contextual Information in Compression-Based Text Clustering.

[BibT_eX]

[DOI]

Rafael Martínez

Proceedings of the Intelligent Data Engineering and Automated Learning, 2010

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

[BibT_eX]

[DOI]

Proceedings of the Intelligent Distributed Computing IV - Proceedings of the 4th International Symposium on Intelligent Distributed Computing, 2010

A PCA-based super-resolution algorithm for short image sequences.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2010

Dynamical Invariants for CPG Control in Autonomous Robots.

[BibT_eX]

Fernando Herrero-Carrón

Proceedings of the ICINCO 2010, 2010

Optimizing Hierarchical Temporal Memory for Multivariable Time Series.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks, 2010

Influence of music representation on compression-based clustering.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2010

2009

Block attractor in spatially organized neural networks.

[BibT_eX]

[DOI]

Neurocomputing, 2009

Techniques for temporal detection of neural sensitivity to external stimulation.

[BibT_eX]

[DOI]

Biol. Cybern., 2009

2008

Contextual information retrieval based on algorithmic information theory and statistical outlier detection.

[BibT_eX]

[DOI]

Rafael Martínez

Proceedings of the 2008 IEEE Information Theory Workshop, 2008

Evaluating the Impact of Information Distortion on Normalized Compression Distance.

[BibT_eX]

[DOI]

Proceedings of the Coding Theory and Applications, Second International Castle Meeting, 2008

2007

Information and Topology in Attractor Neural Networks.

[BibT_eX]

[DOI]

Neural Comput., 2007

A two-step neural-network based algorithm for fast image super-resolution.

[BibT_eX]

[DOI]

Image Vis. Comput., 2007

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

[BibT_eX]

[DOI]

Neurocomputing, 2007

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

[BibT_eX]

[DOI]

Doris Campos

Carlos Aguirre

Gonzalo G. de Polavieja

Neurocomputing, 2007

Evaluating the Impact of Information Distortion on Normalized Compression Distance-driven Text Clustering

[BibT_eX]

[DOI]

CoRR, 2007

Neural signatures: multiple coding in spiking-bursting cells.

[BibT_eX]

[DOI]

Biol. Cybern., 2007

2005

Dynamical Neural Network: Information and Topology

[BibT_eX]

[DOI]

CoRR, 2005

Realistic Stimulation Through Advanced Dynamic-Clamp Protocols.

[BibT_eX]

[DOI]

Carlos Muñiz

Sara Arganda

Gonzalo G. de Polavieja

Proceedings of the Mechanisms, 2005

Accurate and Robust Image Superresolution by Neural Processing of Local Image Representations.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks: Biological Inspirations, 2005

2004

Analysis of perfect mappings of the stimuli through neural temporal sequences.

[BibT_eX]

[DOI]

Neural Networks, 2004

Networks of neurons that emit and recognize signatures.

[BibT_eX]

[DOI]

Antonio Tristán

Neurocomputing, 2004

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

[BibT_eX]

[DOI]

Neurocomputing, 2004

Mutual Information and Topology 2: Symmetric Network.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Networks, 2004

Mutual Information and Topology 1: Asymmetric Neural Network.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Networks, 2004

2003

Stochastic Networks with Subthreshold Oscillations and Spiking Activity.

[BibT_eX]

[DOI]

Nazareth P. Castellanos

Proceedings of the Artificial Neural Nets Problem Solving Methods, 2003

A Hybrid MLP-PNN Architecture for Fast Image Superresolution.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks and Neural Information Processing, 2003

2002

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

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks, 2002

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

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks, 2002

2001

Period Focusing Induced by Network Feedback in Populations of Noisy Integrate-and-Fire Neurons.

[BibT_eX]

[DOI]

Alberto Suárez

Neural Comput., 2001

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

[BibT_eX]

[DOI]

Mikhail I. Rabinovich

Henry D. I. Abarbanel

Proceedings of the Connectionist Models of Neurons, 2001

1999

Periodic and Synchronic Firing in an Ensemble of Identical Stochastic Units: Structural Stability.

[BibT_eX]

[DOI]

Proceedings of the Foundations and Tools for Neural Modeling, 1999

1998

Efficient Learning in Boltzmann Machines Using Linear Response Theory.

[BibT_eX]

[DOI]

Neural Comput., 1998

1997

Mean field approach to learning in Boltzmann Machine.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 1997

Boltzmann Machine Learning Using Mean Field Theory and Linear Response Correction.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 10, 1997

Stability and Hebbian Learning in Populations of Probabilistic Neurons.

[BibT_eX]

[DOI]

Proceedings of the Biological and Artificial Computation: From Neuroscience to Technology, 1997

Accelerated Learning in Boltzmann Machines Using Mean Field Theory.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks, 1997

1995

A Simple Probabilistic Neural Model Producing Multimodal ISHs.

[BibT_eX]

[DOI]

Paul M. Hofman

Juan A. Sigüenza