Publications (54)

2023

  1. 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. 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 materialesdocentes de la upct en el desarrollo de libros digitalesmultimedia e interactivos

    Equipos docentes: experiencias y resultados (2013-2014) (Universidad Politécnica de Cartagena), pp. 265-274

  4. Simplification and hardware implementation of the feature descriptor vector calculation in the SIFT algorithm

    Conference Digest - 24th International Conference on Field Programmable Logic and Applications, FPL 2014

2013

  1. An efficient and expandable hardware implementation of multilayer cellular neural networks

    Neurocomputing, Vol. 114, pp. 54-62

  2. 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)

  3. 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)

  4. Neural spike activation in hippocampal cultures using hebbian electrical stimulation

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)