ETS de Ingeniería Industrial
Centro
Francisco Javier
Garrigós Guerrero
Profesor Titular de Universidad
Publicaciones en las que colabora con Francisco Javier Garrigós Guerrero (46)
2024
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Strict Left Bundle Branch Block Diagnose Through Explainable Artificial Intelligence
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2023
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An explainable machine learning system for left bundle branch block detection and classification
Integrated Computer-Aided Engineering, pp. 1-16
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Computational approaches to Explainable Artificial Intelligence: Advances in theory, applications and trends
Information Fusion, Vol. 100
2022
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A New Artificial Intelligence Approach for the Radiographic Classification of Sacroiliitis
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Application of RESNET and Combined RESNET+LSTM Network for Retina Inspired Emotional Face Recognition System
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2020
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Neurolight: A Deep Learning Neural Interface for Cortical Visual Prostheses
International Journal of Neural Systems, Vol. 30, Núm. 9
2019
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Neurolight Alpha: Interfacing Computational Neural Models for Stimulus Modulation in Cortical Visual Neuroprostheses
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Neurolight Alpha: Interfacing computational neural models for stimulus modulation in cortical visual neuroprostheses
Understanding the Brain Function and Emotions: 8th International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2019 Almería, Spain, June 3–7, 2019 Proceedings, Part I (Springer Suiza), pp. 108-119
2018
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A 3D Convolutional Neural Network to Model Retinal Ganglion Cell's Responses to Light Patterns in Mice
International Journal of Neural Systems, Vol. 28, Núm. 10
2017
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Towards a deep learning model of retina: Retinal neural encoding of color flash patterns
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2015
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A scalable CNN architecture and its application to short exposure stellar images processing on a HPRC
Neurocomputing, Vol. 151, Núm. P1, pp. 91-100
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Fpga translation of functional hippocampal cultures structures using cellular neural networks
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2014
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A practical evaluation of the performance of the Impulse CoDeveloper HLS tool for implementing large-kernel 2-D filters
Journal of Real-Time Image Processing, Vol. 9, Núm. 1, pp. 263-279
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Evaluation of stereo correspondence algorithms and their implementation on FPGA
Journal of Systems Architecture, Vol. 60, Núm. 1, pp. 22-31
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Experiencias del grupo de creación de nuevos materiales docentes de la UPCT en el desarrollo de libros digitales multimedia e interactivos
Equipos docentes: experiencias y resultados (2013-2014) (Universidad Politécnica de Cartagena), pp. 265-274
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Experiencias del grupo de creación de nuevos materiales docentes de la UPCT en el desarrollo de libros digitales multimedia e interactivos
II Congreso Internacional de Innovación Docente. CIID: Murcia, 20 y 21 de febrero de 2014 (Universidad de Murcia), pp. 1102-1111
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Experiencias del grupo de creación de nuevos materiales docentes de la UPCT en el desarrollo de libros digitales multimedia e interactivos
Equipos Docentes: experiencias y resultados (2013-2014)
2013
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An efficient and expandable hardware implementation of multilayer cellular neural networks
Neurocomputing, Vol. 114, pp. 54-62
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Analysis of connection schemes between the ICU and the DPU of the NISP instrument of the Euclid mission
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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High-level hardware description of a CNN-based algorithm for short exposure stellar images processing on a HPRC
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)