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Luis F. Lago Fernández
Luis F. Lago Fernández
Departamento de Ingeniería Informática, Universidad Autónoma de Madrid
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Fast response and temporal coherent oscillations in small-world networks
LF Lago-Fernández, R Huerta, F Corbacho, JA Sigüenza
Physical Review Letters 84 (12), 2758, 2000
6882000
A model of binocular rivalry based on competition in IT
LF Lago-Fernández, G Deco
Neurocomputing 44, 503-507, 2002
502002
Normality-based validation for crisp clustering
LF Lago-Fernández, F Corbacho
Pattern Recognition 43 (3), 782-795, 2010
422010
Connection topology dependence of synchronization of neural assemblies on class 1 and 2 excitability
LF Lago-Fernández, FJ Corbacho, R Huerta
Neural Networks 14 (6-7), 687-696, 2001
372001
Imaging hypothalamic activity using diffusion weighted magnetic resonance imaging in the mouse and human brain
B Lizarbe, A Benítez, M Sánchez-Montañés, LF Lago-Fernández, ...
Neuroimage 64, 448-457, 2013
352013
A compression-based method for detecting anomalies in textual data
G de la Torre-Abaitua, LF Lago-Fernández, D Arroyo
Entropy 23 (5), 618, 2021
152021
On the interpretation of recurrent neural networks as finite state machines
C Oliva, LF Lago-Fernández
Artificial Neural Networks and Machine Learning–ICANN 2019: Theoretical …, 2019
132019
Using the negentropy increment to determine the number of clusters
LF Lago-Fernández, F Corbacho
Bio-Inspired Systems: Computational and Ambient Intelligence: 10th …, 2009
132009
On the application of compression-based metrics to identifying anomalous behaviour in web traffic
G De La Torre-Abaitua, LF Lago-Fernández, D Arroyo
Logic Journal of the IGPL 28 (4), 546-557, 2020
122020
A comparison of techniques for robust gender recognition
RN Rojas-Bello, LF Lago-Fernández, G Martínez-Muñoz, ...
2011 18th IEEE International Conference on Image Processing, 561-564, 2011
112011
Stability of internal states in recurrent neural networks trained on regular languages
C Oliva, LF Lago-Fernández
Neurocomputing 452, 212-223, 2021
92021
Cerebral hunger maps in rodents and humans by diffusion weighted MRI
A Benitez, B Lizarbe, I Guadilla, P López-Larrubia, LF Lago-Fernandez, ...
Appetite 142, 104333, 2019
72019
Cluster validation in problems with increasing dimensionality and unbalanced clusters
LF Lago-Fernández, J Aragón, G Martínez-Muñoz, AM González, ...
Neurocomputing 123, 33-39, 2014
72014
Fuzzy cluster validation using the partition negentropy criterion
LF Lago-Fernández, M Sánchez-Montañés, F Corbacho
Artificial Neural Networks–ICANN 2009: 19th International Conference …, 2009
72009
Determining burst firing time distributions from multiple spike trains
LF Lago-Fernández, A Szücs, P Varona
Neural computation 21 (4), 973-990, 2009
62009
A biologically inspired visual system for an autonomous robot
LF Lago-Fernández, MA Sánchez-Montañés, F Corbacho
Neurocomputing 38, 1385-1391, 2001
62001
A compression based framework for the detection of anomalies in heterogeneous data sources
G de la Torre-Abaitua, LF Lago-Fernández, D Arroyo
arXiv preprint arXiv:1908.00417, 2019
52019
Spike alignment in bursting neurons
LF Lago-Fernández
Neurocomputing 70 (10-12), 1788-1791, 2007
52007
Improving LSTMs’ under-performance in authorship attribution for short texts
C Oliva, S Palmero Muñoz, LF Lago-Fernández, D Arroyo
Proceedings of the 2022 European Interdisciplinary Cybersecurity Conference …, 2022
42022
Precise temporal P300 detection in brain computer interface EEG signals using a long-short term memory
C Oliva, V Changoluisa, FB Rodríguez, LF Lago-Fernández
International Conference on Artificial Neural Networks, 457-468, 2021
42021
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Artículos 1–20