New Emulated Discrete Model of CNN Architecture for FPGA and DSP Applications. - José Javier Martínez 001; F. Javier Toledo; José Manuel Ferrández de Vicente (IWANN (2), 2003)

FPGA Implementation of an Area-Time Efficient FIR Filter Core Using a Self-Clocked Approach. - J. Javier Martínez; F. Javier Toledo; F. Javier Garrigós; José Manuel Ferrández de Vicente (FPL, 2005)

FPGA Implementation of an Augmented Reality Application for Visually Impaired People. - F. Javier Toledo; J. Javier Martínez; F. Javier Garrigós; José Manuel Ferrández de Vicente (FPL, 2005)

Image Processing with CNN in a FPGA-Based Augmented Reality System for Visually Impaired People. - F. Javier Toledo; J. Javier Martínez; F. Javier Garrigós; José Manuel Ferrández de Vicente (IWANN, 2005)

An Augmented Reality Visual Prothesis for People Affected by Tunneling Vision. - F. Javier Toledo; J. Javier Martínez; F. Javier Garrigós; José Manuel Ferrández de Vicente (IWINAC (1), 2005)

Skin Color Detection for Real Time Mobile Applications. - F. Javier Toledo; J. Javier Martínez; F. Javier Garrigós; José M. Ferrández; V. Rodellar (FPL, 2006)

Discrete-Time Cellular Neural Networks in FPGA. - J. Javier Martínez-Álvarez; F. Javier Toledo-Moreo; José Manuel Ferrández de Vicente (FCCM, 2007)

Hand-based Interface for Augmented Reality. - F. Javier Toledo-Moreo; J. Javier Martínez-Álvarez; José Manuel Ferrández de Vicente (FCCM, 2007)

Compression system for the phonocardiographic signal. - F. Javier Toledo-Moreo; A. Legaz-Cano; J. Javier Martínez-Álvarez; Juan Martínez-Alajarín; Ramón Ruiz Merino (FPL, 2007)

HANNA: A Tool for Hardware Prototyping and Benchmarking of ANNs. - F. Javier Garrigós; José Javier Martínez 001; F. Javier Toledo; José M. Ferrández (IWINAC (2), 2007)

High Performance Implementation of an FPGA-Based Sequential DT-CNN. - J. Javier Martínez-Álvarez; F. Javier Garrigós; F. Javier Toledo; José Manuel Ferrández de Vicente (IWINAC (2), 2007)

A retinomorphic architecture based on discrete-time cellular neural networks using reconfigurable computing. - José Javier Martínez 001; F. Javier Toledo; Eduardo Fernández 001; José M. Ferrández (Neurocomputing, 2008)

Model and hardware emulation of the first synapse of the retina using Discrete-Time Cellular Neural Networks. - J. Javier Martínez; F. Javier Toledo; F. Javier Garrigós; José Manuel Ferrández; Eduardo Fernández-Jover (ICIP, 2009)

Using Reconfigurable Supercomputers and C-to-Hardware Synthesis for CNN Emulation. - J. Javier Martínez-Álvarez; F. Javier Garrigós-Guerrero; F. Javier Toledo-Moreo; José Manuel Ferrández de Vicente (IWINAC (2), 2009)

Study of the contrast processing in the early visual system using a neuromorphic retinal architecture. - J. Javier Martínez; F. Javier Toledo-Moreo; Eduardo Fernández 001; José M. Ferrández (Neurocomputing, 2009)

Acceleration of a DWT-Based Algorithm for Short Exposure Stellar Images Processing on a HPRC Platform. - F. Javier Garrigós; J. Javier Martínez; Isidro Villó-Pérez; F. Javier Toledo; José Manuel Ferrández (FCCM, 2010)

An Expandable Hardware Platform for Implementation of CNN-Based Applications. - J. Javier Martínez-Álvarez; F. Javier Garrigós-Guerrero; F. Javier Toledo-Moreo; José Manuel Ferrández de Vicente (IWINAC (2), 2011)

Implementation of a CNN-based retinomorphic model on a high performance reconfigurable computer. - J. Javier Martínez; F. Javier Garrigós; F. Javier Toledo-Moreo; Eduardo Fernández 001; José Manuel Ferrández (Neurocomputing, 2011)

Implementing large-kernel 2-D filters using Impulse CoDeveloper. - Carlos Colodro-Conde; F. Javier Toledo-Moreo; J. Javier Martínez-Álvarez; F. Javier Garrigós-Guerrero; José Manuel Ferrández de Vicente (DASIP, 2012)

FPGA-based architecture for the real-time computation of 2-D convolution with large kernel size. - F. Javier Toledo-Moreo; J. Javier Martínez-Álvarez; F. Javier Garrigós-Guerrero; José Manuel Ferrández de Vicente (J. Syst. Archit., 2012)

Analysis of Connection Schemes between the ICU and the DPU of the NISP Instrument of the Euclid Mission. - Carlos Colodro-Conde; Rafael Toledo-Moreo; José Javier Díaz-García; Óscar Manuel Tubío-Araujo; Isidro Villó-Pérez; F. Javier Toledo-Moreo; J. Javier Martínez-Álvarez; F. Javier Garrigós-Guerrero; José Manuel Ferrández de Vicente; Rafael Rebolo (IWINAC (2), 2013)

High-Level Hardware Description of a CNN-Based Algorithm for Short Exposure Stellar Images Processing on a HPRC. - J. Javier Martínez-Álvarez; F. Javier Garrigós-Guerrero; F. Javier Toledo-Moreo; Carlos Colodro-Conde; Isidro Villó-Pérez; José Manuel Ferrández de Vicente (IWINAC (2), 2013)

An efficient and expandable hardware implementation of multilayer cellular neural networks. - J. Javier Martínez; F. Javier Garrigós; F. Javier Toledo; José Manuel Ferrández (Neurocomputing, 2013)

A practical evaluation of the performance of the Impulse CoDeveloper HLS tool for implementing large-kernel 2-D filters. - Carlos Colodro-Conde; F. Javier Toledo-Moreo; Rafael Toledo-Moreo; J. Javier Martínez-Álvarez; F. Javier Garrigós-Guerrero; José Manuel Ferrández de Vicente (J. Real Time Image Process., 2014)

Evaluation of stereo correspondence algorithms and their implementation on FPGA. - Carlos Colodro-Conde; F. Javier Toledo-Moreo; Rafael Toledo-Moreo; J. Javier Martínez-Álvarez; F. Javier Garrigós-Guerrero; José Manuel Ferrández de Vicente (J. Syst. Archit., 2014)

FPGA Translation of Functional Hippocampal Cultures Structures Using Cellular Neural Networks. - Victor Lorente; J. Javier Martínez-Álvarez; José Manuel Ferrández de Vicente; F. Javier Garrigós; Eduardo Fernández 001; F. Javier Toledo (IWINAC (1), 2015)

A scalable CNN architecture and its application to short exposure stellar images processing on a HPRC. - J. Javier Martínez-Álvarez; F. Javier Garrigós; F. Javier Toledo-Moreo; Carlos Colodro-Conde; Isidro Villó-Pérez; José Manuel Ferrández (Neurocomputing, 2015)

Towards a Deep Learning Model of Retina: Retinal Neural Encoding of Color Flash Patterns. - Antonio Lozano; F. Javier Garrigós; José Javier Martínez 001; José Manuel Ferrández; Eduardo Fernández 001 (IWINAC (1), 2017)

FPGA real time synthesis of simplified SIFT algorithm. - Pablo Rubio-Ibáñez; J. Javier Martínez-Álvarez; Ginés Doménech-Asensi (ICDSC, 2018)

An all-hardware implementation of the subpixel refinement stage in SIFT algorithm. - Pablo Rubio-Ibáñez; Ramón Ruiz Merino; Ginés Doménech-Asensi; J. Javier Martínez-Álvarez; Juan Zapata-Pérez; José Ángel Díaz-Madrid; José-Alejandro López Alcantud (Int. J. Circuit Theory Appl., 2018)

A 3D Convolutional Neural Network to Model Retinal Ganglion Cell's Responses to Light Patterns in Mice. - Antonio Lozano; Cristina Soto-Sánchez; F. Javier Garrigós-Guerrero; J. Javier Martínez; José Manuel Ferrández; Eduardo Fernández 001 (Int. J. Neural Syst., 2018)

Efficient VHDL Implementation of an Upscaling Function for Real Time Video Applications. - Pablo Rubio-Ibáñez; J. Javier Martínez-Álvarez; Ginés Doménech-Asensi (ISCAS, 2019)

Neurolight Alpha: Interfacing Computational Neural Models for Stimulus Modulation in Cortical Visual Neuroprostheses. - Antonio Lozano; Juan Sebastián Suárez; Cristina Soto-Sánchez; F. Javier Garrigós; José Javier Martínez 001; José Manuel Ferrández de Vicente; Eduardo Fernández-Jover (IWINAC (1), 2019)

Mixed Signal Multiply and Adder Parallel Circuit for Deep Learning Convolution Operations. - José Ángel Díaz-Madrid; Ginés Doménech-Asensi; Ramón Ruiz Merino; Juan Zapata-Pérez; José Javier Martínez 001 (ISCAS, 2020)

Neurolight: A Deep Learning Neural Interface for Cortical Visual Prostheses. - Antonio Lozano; Juan Sebastián Suárez; Cristina Soto-Sánchez; F. Javier Garrigós; J. Javier Martínez-Álvarez; José Manuel Ferrández; Eduardo Fernández 001 (Int. J. Neural Syst., 2020)

A library-based tool to translate high level DNN models into hierarchical VHDL descriptions. - Pablo Rubio-Ibáñez; J. Javier Martínez-Álvarez; Ginés Doménech-Asensi (DCIS, 2021)

Joint Implementation of the Sharing OTA and Bias Current Regulation Techniques in an 11-Bit 10 MS/s Pipelined ADC. - José Ángel Díaz-Madrid; Ginés Doménech-Asensi; J. Javier Martínez-Álvarez; Juan Zapata-Pérez; Ramón Ruiz Merino (Circuits Syst. Signal Process., 2021)

A New Artificial Intelligence Approach for the Radiographic Classification of Sacroiliitis. - Esther Fernández; F. Javier Garrigós; José Javier Martínez 001; Irene Cases; Manuel Jose Moreno; Luis Francisco Linares; Angel García; José Manuel Ferrández; Eduardo Fernández 001 (IWINAC (1), 2022)

Application of RESNET and Combined RESNET+LSTM Network for Retina Inspired Emotional Face Recognition System. - Mahmudul Huq; F. Javier Garrigós; José Javier Martínez 001; José Manuel Ferrández; Eduardo Fernández 001 (IWINAC (1), 2022)

Computational approaches to Explainable Artificial Intelligence: Advances in theory, applications and trends. - J. M. Górriz; I. Álvarez Illán; Agustín Álvarez-Marquina; Juan Eloy Arco; Martin Atzmüller; F. Ballarini; Emilia I. Barakova; Guido Bologna; María Paula Bonomini; Germán Castellanos-Domínguez; Diego Castillo-Barnes; S. B. Cho; et al. (Inf. Fusion, 2023)

Strict Left Bundle Branch Block Diagnose Through Explainable Artificial Intelligence. - Beatriz del Cisne Macas Ordónez; F. Javier Garrigós; José Javier Martínez 001; José Manuel Ferrández; Suraj Karki; María Paula Bonomini (IWINAC (2), 2024)

An explainable machine learning system for left bundle branch block detection and classification. - Beatriz del Cisne Macas Ordónez; F. Javier Garrigós; José Javier Martínez 001; José Manuel Ferrández; María Paula Bonomini (Integr. Comput. Aided Eng., 2024)