Francisco Javier
Garrigós Guerrero
Profesor Titular de Universidad
José Javier
Martínez Álvarez
Profesor Titular de Universidad
Publicacións nas que colabora con José Javier Martínez Álvarez (45)
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
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)
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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Platform for the management of hydraulic chambers based on mobile devices and Bluetooth Low-Energy motes
Agricultural Water Management, Vol. 183, pp. 169-176
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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)
2016
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Desarrollo de un sistema de telecontrol distribuido para la gestión de arquetas hidráulicas basado en dispositivos móviles y motes BLE
II Simposio Nacional de Ingeniería Hortícola: Automatización y TICs en Agricultura: Almería del 10 al 12 de febrero de 2016.
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
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)
2012
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Ciencia con Euclid: Materia y Energía Oscura
Espacio-Teleco: revista de la ETSIT-UPCT, Núm. 3, pp. 81-88
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Euclid: una misión espacial con participación de la UPCT
Espacio-Teleco: revista de la ETSIT-UPCT, Núm. 3, pp. 133-136
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FPGA-based architecture for the real-time computation of 2-D convolution with large kernel size
Journal of Systems Architecture, Vol. 58, Núm. 8, pp. 277-285