José Javier Martínez

Orcid: 0000-0002-6971-8278

Affiliations:
  • Polytechnic University of Cartagena, Spain


According to our database1, José Javier Martínez authored at least 42 papers between 2003 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
An explainable machine learning system for left bundle branch block detection and classification.
Integr. Comput. Aided Eng., 2024

Strict Left Bundle Branch Block Diagnose Through Explainable Artificial Intelligence.
Proceedings of the Bioinspired Systems for Translational Applications: From Robotics to Social Engineering, 2024

2023
Computational approaches to Explainable Artificial Intelligence: Advances in theory, applications and trends.
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Inf. Fusion, December, 2023

2022
Application of RESNET and Combined RESNET+LSTM Network for Retina Inspired Emotional Face Recognition System.
Proceedings of the Artificial Intelligence in Neuroscience: Affective Analysis and Health Applications, 2022

A New Artificial Intelligence Approach for the Radiographic Classification of Sacroiliitis.
Proceedings of the Bio-inspired Systems and Applications: from Robotics to Ambient Intelligence, 2022

2021
Joint Implementation of the Sharing OTA and Bias Current Regulation Techniques in an 11-Bit 10 MS/s Pipelined ADC.
Circuits Syst. Signal Process., 2021

A library-based tool to translate high level DNN models into hierarchical VHDL descriptions.
Proceedings of the XXXVI Conference on Design of Circuits and Integrated Systems, 2021

2020
Neurolight: A Deep Learning Neural Interface for Cortical Visual Prostheses.
Int. J. Neural Syst., 2020

Mixed Signal Multiply and Adder Parallel Circuit for Deep Learning Convolution Operations.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2020

2019
Neurolight Alpha: Interfacing Computational Neural Models for Stimulus Modulation in Cortical Visual Neuroprostheses.
Proceedings of the Understanding the Brain Function and Emotions, 2019

Efficient VHDL Implementation of an Upscaling Function for Real Time Video Applications.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2019

2018
A 3D Convolutional Neural Network to Model Retinal Ganglion Cell's Responses to Light Patterns in Mice.
Int. J. Neural Syst., 2018

An all-hardware implementation of the subpixel refinement stage in SIFT algorithm.
Int. J. Circuit Theory Appl., 2018

FPGA real time synthesis of simplified SIFT algorithm.
Proceedings of the 12th International Conference on Distributed Smart Cameras, 2018

2017
Towards a Deep Learning Model of Retina: Retinal Neural Encoding of Color Flash Patterns.
Proceedings of the Natural and Artificial Computation for Biomedicine and Neuroscience, 2017

2015
A scalable CNN architecture and its application to short exposure stellar images processing on a HPRC.
Neurocomputing, 2015

FPGA Translation of Functional Hippocampal Cultures Structures Using Cellular Neural Networks.
Proceedings of the Artificial Computation in Biology and Medicine, 2015

2014
Evaluation of stereo correspondence algorithms and their implementation on FPGA.
J. Syst. Archit., 2014

A practical evaluation of the performance of the Impulse CoDeveloper HLS tool for implementing large-kernel 2-D filters.
J. Real Time Image Process., 2014

2013
An efficient and expandable hardware implementation of multilayer cellular neural networks.
Neurocomputing, 2013

High-Level Hardware Description of a CNN-Based Algorithm for Short Exposure Stellar Images Processing on a HPRC.
Proceedings of the Natural and Artificial Computation in Engineering and Medical Applications, 2013

Analysis of Connection Schemes between the ICU and the DPU of the NISP Instrument of the Euclid Mission.
Proceedings of the Natural and Artificial Computation in Engineering and Medical Applications, 2013

2012
FPGA-based architecture for the real-time computation of 2-D convolution with large kernel size.
J. Syst. Archit., 2012

Implementing large-kernel 2-D filters using Impulse CoDeveloper.
Proceedings of the 2012 Conference on Design and Architectures for Signal and Image Processing, 2012

2011
Implementation of a CNN-based retinomorphic model on a high performance reconfigurable computer.
Neurocomputing, 2011

An Expandable Hardware Platform for Implementation of CNN-Based Applications.
Proceedings of the New Challenges on Bioinspired Applications, 2011

2010
Acceleration of a DWT-Based Algorithm for Short Exposure Stellar Images Processing on a HPRC Platform.
Proceedings of the 18th IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2010

2009
Study of the contrast processing in the early visual system using a neuromorphic retinal architecture.
Neurocomputing, 2009

Using Reconfigurable Supercomputers and C-to-Hardware Synthesis for CNN Emulation.
Proceedings of the Bioinspired Applications in Artificial and Natural Computation, 2009

Model and hardware emulation of the first synapse of the retina using Discrete-Time Cellular Neural Networks.
Proceedings of the International Conference on Image Processing, 2009

2008
A retinomorphic architecture based on discrete-time cellular neural networks using reconfigurable computing.
Neurocomputing, 2008

2007
High Performance Implementation of an FPGA-Based Sequential DT-CNN.
Proceedings of the Nature Inspired Problem-Solving Methods in Knowledge Engineering, 2007

HANNA: A Tool for Hardware Prototyping and Benchmarking of ANNs.
Proceedings of the Nature Inspired Problem-Solving Methods in Knowledge Engineering, 2007

Compression system for the phonocardiographic signal.
Proceedings of the FPL 2007, 2007

Hand-based Interface for Augmented Reality.
Proceedings of the IEEE Symposium on Field-Programmable Custom Computing Machines, 2007

Discrete-Time Cellular Neural Networks in FPGA.
Proceedings of the IEEE Symposium on Field-Programmable Custom Computing Machines, 2007

2006
Skin Color Detection for Real Time Mobile Applications.
Proceedings of the 2006 International Conference on Field Programmable Logic and Applications (FPL), 2006

2005
An Augmented Reality Visual Prothesis for People Affected by Tunneling Vision.
Proceedings of the Mechanisms, 2005

Image Processing with CNN in a FPGA-Based Augmented Reality System for Visually Impaired People.
Proceedings of the Computational Intelligence and Bioinspired Systems, 2005

FPGA Implementation of an Augmented Reality Application for Visually Impaired People.
Proceedings of the 2005 International Conference on Field Programmable Logic and Applications (FPL), 2005

FPGA Implementation of an Area-Time Efficient FIR Filter Core Using a Self-Clocked Approach.
Proceedings of the 2005 International Conference on Field Programmable Logic and Applications (FPL), 2005

2003
New Emulated Discrete Model of CNN Architecture for FPGA and DSP Applications.
Proceedings of the Artificial Neural Nets Problem Solving Methods, 2003


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