Publications (60) Francisco Javier Garrigós Guerrero publications

2024

  1. 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

  1. An explainable machine learning system for left bundle branch block detection and classification

    Integrated Computer-Aided Engineering, pp. 1-16

  2. Computational approaches to Explainable Artificial Intelligence: Advances in theory, applications and trends

    Information Fusion, Vol. 100

2022

  1. 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)

  2. 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

  1. Neurolight: A Deep Learning Neural Interface for Cortical Visual Prostheses

    International Journal of Neural Systems, Vol. 30, Núm. 9

2019

  1. 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)

  2. 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

  1. 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

  1. Platform for the management of hydraulic chambers based on mobile devices and Bluetooth Low-Energy motes

    Agricultural Water Management, Vol. 183, pp. 169-176

  2. 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

  1. 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.

  2. Real time architectures for the scale invariant feature transform algorithm

    International Workshop on Cellular Nanoscale Networks and their Applications

2015

  1. A scalable CNN architecture and its application to short exposure stellar images processing on a HPRC

    Neurocomputing, Vol. 151, Núm. P1, pp. 91-100

  2. 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

  1. 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

  2. Evaluation of stereo correspondence algorithms and their implementation on FPGA

    Journal of Systems Architecture, Vol. 60, Núm. 1, pp. 22-31

  3. 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

  4. 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

  5. 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)