Publications (67) Francisco Javier Garrigós Guerrero publications

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2026

  1. Enhanced Face Recognition With Residual Networks and Dilated Contextual Transformer Attention

    IET Biometrics, Vol. 2026, Núm. 1

2025

  1. An explainable machine learning framework for identifying left bundle branch block mechanisms via vectorcardiographic features

    Integrated Computer-Aided Engineering, Vol. 33, Núm. 2, pp. 200-215

  2. Enhancing palmprint recognition: a novel customized LOOCV-driven siamese deep-learning network

    Jordanian Journal of Computers and Information Technology, Vol. 11, Núm. 4, pp. 499-516

  3. GhostFaceNet++: boosting efficiency and accuracy via CSP bottlenecks and Channel Attention

    Journal of Real-Time Image Processing, Vol. 22, Núm. 6

  4. IA generativa inclusiva: riesgos y oportunidades – nuestra experiencia

    Inclusión digital: investigación, estrategias y respuestas desde la acción, la educación y las políticas públicas (Dykinson), pp. 657-662

  5. Interstitial glucose prediction improvement through wearable-derived features

    IFMBE Proceedings (Springer Nature Switzerland), pp. 774-787

  6. Physiological Response in Children with Autism Spectrum Disorder (ASD) During Social Robot Interaction

    International Journal of Neural Systems, Vol. 35, Núm. 13

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