Manuel Domínguez-Morales
Orcid: 0000-0001-5669-9111Affiliations:
- University of Seville, Robotic and Computer Technology Lab, Spain
According to our database1,
Manuel Domínguez-Morales
authored at least 52 papers
between 2010 and 2024.
Collaborative distances:
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Bibliography
2024
Energy efficiency in edge TPU vs. embedded GPU for computer-aided medical imaging segmentation and classification.
Eng. Appl. Artif. Intell., January, 2024
2023
A Robust Ensemble of Convolutional Neural Networks for the Detection of Monkeypox Disease from Skin Images.
Sensors, August, 2023
Designing and evaluating a wearable device for affective state level classification using machine learning techniques.
Expert Syst. Appl., June, 2023
Sensors, February, 2023
2022
Expert Syst. Appl., 2022
On the feature extraction process in machine learning. An experimental study about guided versus non-guided process in falling detection systems.
Eng. Appl. Artif. Intell., 2022
Non-small cell lung cancer diagnosis aid with histopathological images using Explainable Deep Learning techniques.
Comput. Methods Programs Biomed., 2022
2021
A Deep-Learning Based Posture Detection System for Preventing Telework-Related Musculoskeletal Disorders.
Sensors, 2021
AnkFall - Falls, Falling Risks and Daily-Life Activities Dataset with an Ankle-Placed Accelerometer and Training Using Recurrent Neural Networks.
Sensors, 2021
pyNAVIS: An open-source cross-platform software for spike-based neuromorphic audio information processing.
Neurocomputing, 2021
Eng. Appl. Artif. Intell., 2021
2020
Dual Machine-Learning System to Aid Glaucoma Diagnosis Using Disc and Cup Feature Extraction.
IEEE Access, 2020
Proceedings of the 21st EANN (Engineering Applications of Neural Networks) 2020 Conference, 2020
2019
Sampling Frequency Evaluation on Recurrent Neural Networks Architectures for IoT Real-time Fall Detection Devices.
Proceedings of the 11th International Joint Conference on Computational Intelligence, 2019
Proceedings of the 32nd IEEE International Symposium on Computer-Based Medical Systems, 2019
2018
Deep Neural Networks for the Recognition and Classification of Heart Murmurs Using Neuromorphic Auditory Sensors.
IEEE Trans. Biomed. Circuits Syst., 2018
Neurocomputing, 2018
Corrigendum to NAVIS: Neuromorphic Auditory VISualizer Tool. Neurocomputing 237C (2017) pp. 418-422.
Neurocomputing, 2018
Performance evaluation over HW/SW co-design SoC memory transfers for a CNN accelerator.
CoRR, 2018
Event-based Row-by-Row Multi-convolution engine for Dynamic-Vision Feature Extraction on FPGA.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
2017
A Binaural Neuromorphic Auditory Sensor for FPGA: A Spike Signal Processing Approach.
IEEE Trans. Neural Networks Learn. Syst., 2017
Proceedings of the Bioinformatics and Biomedical Engineering, 2017
Accuracy Improvement of Neural Networks Through Self-Organizing-Maps over Training Datasets.
Proceedings of the Advances in Computational Intelligence, 2017
Live demonstration - Multilayer spiking neural network for audio samples classification using SpiNNaker.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2017
Semi-wildlife gait patterns classification using statistical methods and Artificial Neural Networks.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
2016
Wireless Sensor Network for Wildlife Tracking and Behavior Classification of Animals in Doñana.
IEEE Commun. Lett., 2016
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2016, 2016
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2016, 2016
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2016, 2016
Proceedings of the 6th IEEE International Conference on Biomedical Robotics and Biomechatronics, 2016
2015
Live demonstration: Real-time motor rotation frequency detection by spike-based visual and auditory AER sensory integration for FPGA.
Proceedings of the 2015 IEEE International Symposium on Circuits and Systems, 2015
Musical notes classification with neuromorphic auditory system using FPGA and a convolutional spiking network.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015
Real-time motor rotation frequency detection with event-based visual and spike-based auditory AER sensory integration for FPGA.
Proceedings of the International Conference on Event-based Control, 2015
2013
Proceedings of the Advances in Computational Intelligence, 2013
Proceedings of the Neural Information Processing - 20th International Conference, 2013
Proceedings of the Neural Information Processing - 20th International Conference, 2013
2012
A Neuro-Inspired Spike-Based PID Motor Controller for Multi-Motor Robots with Low Cost FPGAs.
Sensors, 2012
Live demonstration: On the distance estimation of moving targets with a Stereo-Vision AER system.
Proceedings of the 2012 IEEE International Symposium on Circuits and Systems, 2012
2011
Simul. Model. Pract. Theory, 2011
Image Matching Algorithms in Stereo Vision using Address-event-representation - A Theoretical Study and Evaluation of the Different Algorithms.
Proceedings of the SIGMAP 2011, 2011
Proceedings of the Advances in Computational Intelligence, 2011
Proceedings of the Advances in Computational Intelligence, 2011
Proceedings of the Neural Information Processing - 18th International Conference, 2011
An Approach to Distance Estimation with Stereo Vision Using Address-Event-Representation.
Proceedings of the Neural Information Processing - 18th International Conference, 2011
Application-transparent Integration of Simulation Tools in a WSN Development Environment.
Proceedings of the DCNET 2011 and OPTICS 2011, 2011
Technical Viability Study for Behavioral Monitoring of Wildlife Animals in Doñana - An 802.15.4 Coverage Study in a Natural Park.
Proceedings of the DCNET 2011 and OPTICS 2011, 2011
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2011, 2011
2010
Proceedings of the 2010 Spring Simulation Multiconference, 2010