A model of human cortical microcircuits for the study of the development of epilepsy - Sanchez-Montanes, M; Lago-Fernández, LF; Castellanos, NP; Merchan-Perez, A; Arellano, JI; Defelipe, J (Lecture Notes In Computer Science, 2002)

Cluster validation in problems with increasing dimensionality and unbalanced clusters - Lago-Fernandez, Luis F; Aragon, Jesus; Martinez-Munoz, Gonzalo; Gonzalez, Ana M; Sanchez-Montanes, Manuel (Neurocomputing, 2014)

Evaluation of negentropy-based cluster validation techniques in problems with increasing dimensionality - Lago-Fernández L; Martínez-Muñoz G; González A; Sánchez-Montañés M (Icpram 2012 - Proceedings Of The 1st International Conference On Pattern Recognition Applications And Methods, 2012)

Validación de clusters basada en la negentropía de la partición, con aplicación al análisis automático de imágenes. - Sebastian Cerdan Garcia Esteller (Investigador/a); Sanchez-Montañes Isla, Manuel Antonio (Investigador/a); Martinez Muñoz, Gonzalo (Investigador/a); Gonzalez Marcos, Ana Maria (Investigador/a); Lago Fernandez, Luis Fernando (Investigador principal (IP)) (2011)

Ensemble learning in the presence of noise - Martinez Muñoz, Gonzalo (Director); Suarez Gonzalez, Alberto (Director) Doctorando: Sabzevari, Maryam (2019)

ESTUDIO Y ANALISIS DEL PROCESAMIENTO DINAMICO DE LA INFORMACION EN SISTEMAS DE COMPUTACION NATURALES Y BIOINSPIRADOS - Gomez Moñivas, Sacha (Investigador/a); Dominguez Carreta, David Renato (Investigador/a); Serrano Jerez, Eduardo (Investigador/a); Lago Fernandez, Luis Fernando (Investigador/a); Pulido Cañabate, Estrella (Investigador/a); LAREO FERNANDEZ, ANGEL (Investigador/a); Rodriguez Ortiz, Francisco Borja (Investigador principal (IP)) (2015)

Rumor and clickbait detection by combining information divergence measures and deep learning techniques - Oliva, Christian; Palacio Marin, Ignacio; Lago-Fernandez, Luis F; Arroyo, David (Acm International Conference Proceeding Series, 2022)

Improving LSTMs' under-performance in Authorship Attribution for short texts - Oliva C; Palmero Muñoz S; Lago-Fernández LF; Arroyo D (Acm International Conference Proceeding Series, 2022)

Stability of internal states in recurrent neural networks trained on regular languages - Oliva, Christian; Lago-Fernandez, Luis F (NEUROCOMPUTING, 2021)

Precise Temporal P300 Detection in Brain Computer Interface EEG Signals Using a Long-Short Term Memory - Oliva, Christian; Changoluisa, Vinicio; Rodriguez, Francisco B; Lago-Fernandez, Luis F (LECTURE NOTES IN COMPUTER SCIENCE, 2021)

Separation of Memory and Processing in Dual Recurrent Neural Networks - Oliva, Christian; Lago-Fernandez, Luis F (LECTURE NOTES IN COMPUTER SCIENCE, 2021)

Interpretability of Recurrent Neural Networks Trained on Regular Languages - Oliva, Christian; Lago-Fernandez, Luis F (LECTURE NOTES IN COMPUTER SCIENCE, 2019)

On the Interpretation of Recurrent Neural Networks as Finite State Machines - Oliva, Christian; Lago-Fernandez, Luis F (LECTURE NOTES IN COMPUTER SCIENCE, 2019)

Cerebral hunger maps in rodents and humans by diffusion weighted MRI - Benitez, Ania; Lizarbe, Blanca; Guadilla, Irene; Lopez-Larrubia, Pilar; Lago-Fernandez, Luis F; Cerdan, Sebastian; Sanchez-Montanes, Manuel (Appetite, 2019)

Imaging hypothalamic activity using diffusion weighted magnetic resonance imaging in the mouse and human brain - Lizarbe, Blanca; Benitez, Ania; Sanchez-Montanes, Manuel; Lago-Fernandez, Luis F; Garcia-Martin, Maria L; Lopez-Larrubia, Pilar; Cerdan, Sebastian (Neuroimage, 2013)

A COMPARISON OF TECHNIQUES FOR ROBUST GENDER RECOGNITION - Rojas-Bello, R N; Lago-Fernandez, L F; Martinez-Munoz, G; Sanchez-Montanes, M A (Proceedings - International Conference On Image Processing, Icip, 2011)

Observadores dinámicos en tiempo real para el estudio de actividad neuronal transitoria - Chamorro Serrano, Pablo (Investigador/a); Rozado Fernandez, David (Investigador/a); Herrero Carron, Fernando (Investigador/a); Latorre Camino, Roberto (Investigador/a); Mikhail Israel Rabinovich (Investigador/a); Lago Fernandez, Luis Fernando (Investigador/a); Sigüenza Pizarro, Juan Alberto (Investigador/a); Fabiano Baroni (Investigador/a); Serrano Jerez, Eduardo (Investigador/a); Arroyo Guardeño, David (Investigador/a); Aguirre Maeso, Carlos (Investigador/a); Varona Martinez, Pablo (Investigador principal (IP)) (2010)

Creación de modelos robustos en problemas de predicción reales cuos conjuntos de entrenamiento y test siguen distribuciones estadísticas diferentes. - Herrero Carron, Fernando (Investigador/a); Lago Fernandez, Luis Fernando (Investigador/a); Tejedor Noguerales, Javier (Investigador/a); Fabiano Baroni (Investigador/a); Aguirre Maeso, Carlos (Investigador/a); Echeverria Rey, Alejandro (Investigador/a); Sanchez-Montañes Isla, Manuel Antonio (Investigador principal (IP)) (2009)

Estudio de nuevos modelos de procesamiento complejo de información en neurociencia computacional. - Sanchez-Montañes Isla, Manuel Antonio (Investigador/a); Latorre Camino, Roberto (Investigador/a); Lago Fernandez, Luis Fernando (Investigador/a); Sigüenza Pizarro, Juan Alberto (Investigador/a); Rodriguez Ortiz, Francisco Borja (Investigador/a); Fernando Corbacho Abelaira (Investigador/a); Serrano Jerez, Eduardo (Investigador/a); Dominguez Carreta, David Renato (Investigador/a); Miravet Fuster, Carlos Enrique (Investigador/a); Aguirre Maeso, Carlos (Investigador/a); Varona Martinez, Pablo (Investigador principal (IP)) (2003)

Interacción dinámica entre sistemas computación natural y sistemas artificiales - Rodriguez Ortiz, Francisco Borja (Investigador principal (IP)); Lago Fernandez, Luis Fernando (Investigador/a); Nedeltchev Koroutchev, Kostadin (Investigador/a); Huerta Rico, Ramon (Investigador/a); Dominguez Carreta, David Renato (Investigador/a); Serrano Jerez, Eduardo (Investigador/a); Pulido Cañabate, Estrella (Investigador/a) (2018)

Validation of Unimodal Non-Gaussian Clusters - Lago-Fernandez, Luis F; Aragon, Jesus; Sanchez-Montanes, Manuel (Lecture Notes In Computer Science, 2019)

The effect of low number of points in clustering validation via the negentropy increment - Lago-Fernandez, Luis F; Sanchez-Montanes, Manuel; Corbacho, Fernando (Neurocomputing, 2011)

Intelligent Image Analysis of Diffusion Weighted Data Sets: A New Tool for Functional Imaging - Lizarbe, Blanca; Benitez, Ania; Lago, Luis; Sanchez-Montanes, Manuel; Lopez-Larrubia, Pilar; Cerdan, Sebastian (Lecture Notes In Computer Science, 2011)

Fuzzy Cluster Validation Using the Partition Negentropy Criterion - Lago-Fernandez, Luis F; Sanchez-Montanes, Manuel (Lecture Notes In Computer Science, 2009)

A visual system for invariant recognition in animated image sequences - Lago-Fernández, LF; Sánchez-Montañés, MA; Sánchez, E (Neurocomputing, 2003)

A biologically inspired visual system for an autonomous robot - Lago Fernandez, Luis Fernando; Sanchez-Montañes Isla, Manuel Antonio (Neurocomputing, 2001)

Learning to classify objects from real visual images: a biologically inspired approach - Lago Fernandez, Luis Fernando; Sanchez-Montañes Isla, Manuel Antonio; Corbacho Abelaira, Fernando (2000)

An autonomous robot that learns approach-avoidance behaviors: lessons from the brain to the robot - Lago Fernandez, Luis Fernando; Sanchez-Montañes Isla, Manuel Antonio; Lopez Buedo, Sergio; Corbacho Abelaira, Fernando (2000)

Fast response and coherent oscillations in small-world Hodgkin-Huxley neural networks - Lago Fernandez, Luis Fernando; Sanchez-Montañes Isla, Manuel Antonio; Lopez Buedo, Sergio; Corbacho Abelaira, Fernando (2000)

A spike alignment method to characterize firing time distributions - Lago Fernandez, Luis Fernando; Szuecs, A.; Varona Martinez, Pablo (Society For Neuroscience Abstracts 1997, 2009)

Determining Burst Firing Time Distributions from Multiple Spike Trains - Lago-Fernandez, Luis F; Lago-Fernandez, Luis F; Szuecs, Attila; Varona, Pablo (Neural Computation, 2009)

Impact of Minority Class Variability on Anomaly Detection by Means of Random Forests and Support Vector Machines - Alraddadi FS; Lago-Fernández LF; Rodríguez FB (Lecture Notes In Computer Science, 2021)

Incorporación de principios de procesamiento de información naturales en el diseño de algoritmos de computación artificial - CHANGOLUISA PANCHI, FLAVIO VINICO (Miembro del equipo de trabajo); LAREO FERNANDEZ, ANGEL (Miembro del equipo de trabajo); LOPEZ-HAZAS SACRISTAN, JESSICA (Miembro del equipo de trabajo); OLIVA MOYA, CHRISTIAN (Miembro del equipo de trabajo); Lago Fernandez, Luis Fernando (Investigador/a); Dominguez Carreta, David Renato (Investigador/a); Serrano Jerez, Eduardo (Investigador/a); GONZALEZ SALVADOR, MARIO (Miembro del equipo de trabajo); Rodriguez Ortiz, Francisco Borja (Investigador principal (IP)) (2021)

Evolutionary Search of Optimal Features - Valle Lopez, Javier Manuel (Lecture Notes In Computer Science, 2006)

Detecting P300-ERPs Building a Post-validation Neural Ensemble with Informative Neurons from a Recurrent Neural Network - Oliva, Christian; Changoluisa, Vinicio; Rodriguez, Francisco B; Lago-Fernandez, Luis F (Ifip Advances In Information And Communication Technology, 2023)

The Importance of the Current Input in Sequence Modeling - Oliva, Christian; Lago-Fernandez, Luis F (Ifip Advances In Information And Communication Technology, 2023)

Fast response and temporal coherent oscillations in small-world networks - Lago-Fernández, LF; Huerta, R; Corbacho, F; Sigüenza, JA (Physical Review Letters, 2000)

Enhancing P300 Detection in Brain-Computer Interfaces with Interpretable Post-processing of Recurrent Neural Networks - Oliva, Christian; Changoluisa, Vinicio; Rodriguez, Francisco B; Lago-Fernandez, Luis F (Artificial Neural Networks And Machine Learning ? Icann 2023, 2023)

Advancing the Use of Information Compression Distances in Authorship Attribution - Palmero Munoz, Santiago; Oliva, Christian; Lago-Fernandez, Luis F; Arroyo, David (Disinformation In Open Online Media. Misdoom 2022, 2022)

Sinergias entre Neurocomputación e Inteligencia Artificial: Una perspectiva integral - Lago Fernandez, Luis Fernando (Investigador principal (IP)); Serrano Jerez, Eduardo (Investigador/a); CHANGOLUISA PANCHI, FLAVIO VINICO (Investigador/a); LAREO FERNANDEZ, ANGEL (Investigador/a); JIMENEZ RODRIGUEZ, JAVIER (Investigador/a); OLIVA MOYA, CHRISTIAN (Investigador/a); Dominguez Carreta, David Renato (Investigador/a); Rodriguez Ortiz, Francisco Borja (Investigador principal (IP)) (2024)

Malware Detection Through API Call Frequency: Assessing Early-Stage versus Full-Time Classification Potential - Ali Dad N; Lago-Fernández LF; Rodríguez FB (2025)

Recurrent Neural Network based Counter Automata - Sérgio Leal; Luis F. Lago-Fernández (Esann 2024: European Symposium On Artificial Neural Networks, Computational Intelligence And Machine Learning, 2024)

Gradient-Based Learning of Finite Automata - Fdez del Pozo Romero J; Lago-Fernández LF (Artificial Neural Networks and Machine Learning ? ICANN 2023, 2023)

A compression-based method for detecting anomalies in textual data - de la Torre-Abaitua G; Lago-Fernández LF; Arroyo D (Entropy, 2021)

On the application of compression-based metrics to identifying anomalous behaviour in web traffic - de la Torre-Abaitua G; Lago-Fernández LF; Arroyo D (LOGIC JOURNAL OF THE IGPL, 2021)

Un resumen de Aplicación de técnicas de compresión de información a la identificación de anomalías en fuente de datos heterogéneas: análisis y limitaciones - de la Torre, Gonzalo; Lago Fernández, Luis Fernando; Arroyo, David (Actas de las V Jornadas Nacionales de Ciberseguridad Junio 5-7, 2019, Cáceres, 2019)

A parameter-free method for the detection of web attacks - de la Torre-Abaitua G; Lago-Fernández L; Arroyo D (Trends in Practical Applications of Agents and Multiagent Systems: 8th International Conference on Practical Applications of Agents and Multiagent Systems, 2018)

Desarrollo de una metodología para la caracterización de heterogéneos e identificación de anomalías en sistemas de información - de la Torre, Gonzalo; Lago Fernández, Luis Fernando; Arroyo, David (Actas de las Cuartas Jornadas Nacionales de Investigación en Ciberseguridad, 2018)

Normality-based validation for crisp clustering - Lago-Fernández L; Corbacho F (PATTERN RECOGNITION, 2010)

Using the negentropy increment to determine the number of clusters - Lago-Fernández L; Corbacho F (ADVANCES IN COMPUTATIONAL INTELLIGENCE, IWANN 2017, PT II, 2009)

Spike alignment in bursting neurons - Lago Fernandez, Luis Fernando (NEUROCOMPUTING, 2007)

Feature discovery for data mining - Del valle, Manuel; Sanchez, Beatriz; Lago Fernandez, Luis Fernando; Corbacho Abelaira, Fernando (Actas del III Taller de Mineri?a de Datos y Aprendizaje, 2005)

Towards a methodology to search for near-optimal representations in classification problems - Del Valle M; Sánchez B; Lago-Fernández LF; Corbacho FJ (Lecture Notes In Computer Science, 2005)

Feature discovery in classification problems - Del Valle M; Sánchez B; Lago-Fernández LF; Corbacho FJ (Lecture Notes In Computer Science, 2005)

A model of binocular rivalry based on competition in IT - Lago Fernandez, Luis Fernando (NEUROCOMPUTING, 2002)

Optimal extraction of hidden causes - Lago-Fernández LF; Corbacho F (ADVANCES IN COMPUTATIONAL INTELLIGENCE, IWANN 2017, PT II, 2002)

Connection topology dependence of synchronization of neural assemblies on class 1 and 2 excitability - Lago-Fernandez, LF; Corbacho, FJ; Huerta, R (NEURAL NETWORKS, 2001)

Simultaneous parallel processing of object and position by temporal correlation - Lago-Fernández L; Deco G (ADVANCES IN COMPUTATIONAL INTELLIGENCE, IWANN 2017, PT II, 2001)

Biologically inspired autonomous robot that learns approach-avoidance behaviors - Lago-Fernandez L; Sanchez-Montanes M; Lopez-Buedo S (Proceedings of the International Conference on Autonomous Agents, 2000)

Feature discovery for data mining - del Valle, Manuel; Sánchez, Beatriz; Lago Fernández, Luis Fernando; Corbacho Abelaira, Fernando J (Feature discovery for data mining, 2005)

The Explainability-Performance Coefficient: A New Metric for Model Transparency - Oliva, Christian; Lago-Fernández, Luis F. (Artificial Neural Networks And Machine Learning ? Icann 2025, 2026)