Fernando Morgado Dias
Orcid: 0000-0001-7334-3993Affiliations:
- Madeira Interactive Technologies Institute, Funchal, Portugal
- University of Madeira, Funchal, Portugal
According to our database1,
Fernando Morgado Dias
authored at least 77 papers
between 2004 and 2023.
Collaborative distances:
Collaborative distances:
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Bibliography
2023
The Potential of Machine Learning for Wind Speed and Direction Short-Term Forecasting: A Systematic Review.
Comput., September, 2023
Non-Destructive Banana Ripeness Detection Using Shallow and Deep Learning: A Systematic Review.
Sensors, January, 2023
On the Use of Kullback-Leibler Divergence for Kernel Selection and Interpretation in Variational Autoencoders for Feature Creation.
Inf., 2023
2022
A Motion and Illumination Resistant Non-Contact Method Using Undercomplete Independent Component Analysis and Levenberg-Marquardt Algorithm.
IEEE J. Biomed. Health Informatics, 2022
Correction: Hayat et al. Human Activity Recognition for Elderly People Using Machine and Deep Learning Approaches. Information 2022, 13, 275.
Inf., 2022
Human Activity Recognition for Elderly People Using Machine and Deep Learning Approaches.
Inf., 2022
Heuristic Optimization of Deep and Shallow Classifiers: An Application for Electroencephalogram Cyclic Alternating Pattern Detection.
Entropy, 2022
CoRR, 2022
Availability and performance of face based non-contact methods for heart rate and oxygen saturation estimations: A systematic review.
Comput. Methods Programs Biomed., 2022
2021
Column amplification stages in CMOS image sensors based on incremental sigma-delta ADCs.
Microelectron. J., 2021
Multiple Time Series Fusion Based on LSTM An Application to CAP A Phase Classification Using EEG.
CoRR, 2021
A method based on cardiopulmonary coupling analysis for sleep quality assessment with FPGA implementation.
Artif. Intell. Medicine, 2021
2020
A global monitoring system for electricity consumption and production of household roof-top PV systems in Madeira.
Neural Comput. Appl., 2020
Neural Comput. Appl., 2020
Comparison of SFS and mRMR for oximetry feature selection in obstructive sleep apnea detection.
Neural Comput. Appl., 2020
Design of sEMG-based clench force estimator in FPGA using artificial neural networks.
Neural Comput. Appl., 2020
Neural Comput. Appl., 2020
Microprocess. Microsystems, 2020
Microprocess. Microsystems, 2020
Entropy, 2020
Comput. Methods Programs Biomed., 2020
Matrix of Lags: A tool for analysis of multiple dependent time series applied for CAP scoring.
Comput. Methods Programs Biomed., 2020
Cyclic alternating pattern estimation based on a probabilistic model over an EEG signal.
Biomed. Signal Process. Control., 2020
Multi-Objective Hyperparameter Optimization of Convolutional Neural Network for Obstructive Sleep Apnea Detection.
IEEE Access, 2020
A Method for Sleep Quality Analysis Based on CNN Ensemble With Implementation in a Portable Wireless Device.
IEEE Access, 2020
2019
IEEE J. Biomed. Health Informatics, 2019
A Portable Wireless Device for Cyclic Alternating Pattern Estimation from an EEG Monopolar Derivation.
Entropy, 2019
2018
Computing, 2018
Proceedings of the 7th International Conference on Pattern Recognition Applications and Methods, 2018
Proceedings of the 2018 International Conference on Biomedical Engineering and Applications, 2018
Applications of Artificial Neural Networks in Process Control Applications: A Review.
Proceedings of the 2018 International Conference on Biomedical Engineering and Applications, 2018
Image Denoise FPGA Implementation Using a Moving Average Filter with Contour Detection.
Proceedings of the 2018 International Conference on Biomedical Engineering and Applications, 2018
Proceedings of the 2018 International Conference on Biomedical Engineering and Applications, 2018
Design and Simulation of a CMOS Slew-Rate Enhanced OTA to Drive Heavy Capacitive Loads.
Proceedings of the 2018 International Conference on Biomedical Engineering and Applications, 2018
Proceedings of the 2018 International Conference on Biomedical Engineering and Applications, 2018
Distance Measurement System for Medical Applications Based on the NanEye Stereo Camera.
Proceedings of the 2018 International Conference on Biomedical Engineering and Applications, 2018
2017
Hardware implementation of an artificial neural network model to predict the energy production of a photovoltaic system.
Microprocess. Microsystems, 2017
Full image-processing pipeline in field-programmable gate array for a small endoscopic camera.
J. Electronic Imaging, 2017
Proceedings of the International Conference and Workshop on Bioinspired Intelligence, 2017
Proceedings of the International Conference and Workshop on Bioinspired Intelligence, 2017
Proceedings of the International Conference and Workshop on Bioinspired Intelligence, 2017
Proceedings of the XXVI International Conference on Information, 2017
2016
FPGA Implementation of Gamma Correction using a Piecewise Linear Approach for a Small Size Endoscopic Camera.
Proceedings of the Image Sensors and Imaging Systems 2016, 2016
2015
Proceedings of the Image Sensors and Imaging Systems 2015, 2015
2014
Int. Arab J. Inf. Technol., 2014
2013
A new solution to the hyperbolic tangent implementation in hardware: polynomial modeling of the fractional exponential part.
Neural Comput. Appl., 2013
Special issue on Controlo2012: new applications of artificial neural networks in modeling and control.
Neural Comput. Appl., 2013
Low-resource hardware implementation of the hyperbolic tangent for artificial neural networks.
Neural Comput. Appl., 2013
Neural Comput. Appl., 2013
2011
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2011, 2011
2010
Neural Comput. Appl., 2010
2009
A Matlab tool for analyzing and improving fault tolerance of artificial neural networks.
Proceedings of the 2nd IFAC International Conference on Intelligent Control Systems and Signal Processing, 2009
2008
Fault Tolerance Improvement through Architecture Change in Artificial Neural Networks.
Proceedings of the Advances in Computation and Intelligence, Third International Symposium, 2008
Proceedings of the Artificial Neural Networks, 2008
Proceedings of 13th IEEE International Conference on Emerging Technologies and Factory Automation, 2008
Proceedings of 13th IEEE International Conference on Emerging Technologies and Factory Automation, 2008
2007
A high bit resolution FPGA implementation of a FNN with a new algorithm for the activation function.
Neurocomputing, 2007
2006
A sliding window solution for the on-line implementation of the Levenberg-Marquardt algorithm.
Eng. Appl. Artif. Intell., 2006
Proceedings of the Advances in Applied Artificial Intelligence, 2006
Delay Compensator: an Approach to Reduce the Variable Sampling to Actuation Delay Effect in Distributed Real-time Control Systems.
Proceedings of 11th IEEE International Conference on Emerging Technologies and Factory Automation, 2006
2005
Técnicas de controlo não-linear baseadas em redes neuronais - do algoritmo à implementação
PhD thesis, 2005
On-line Training of Neural Networks: A Sliding Window Approach for the Levenberg-Marquardt Algorithm.
Proceedings of the Artificial Intelligence and Knowledge Engineering Applications: A Bioinspired Approach: First International Work-Conference on the Interplay Between Natural and Artificial Computation, 2005
Proceedings of the Artificial Neural Networks: Formal Models and Their Applications, 2005
Hybrid Neuro-Fuzzy Network-Priori Knowledge Model in Temperature Control of a Gas Water Heater System.
Proceedings of the 5th International Conference on Hybrid Intelligent Systems (HIS 2005), 2005
2004
Artificial neural networks and neuro-fuzzy systems for modelling and controlling real systems: a comparative study.
Eng. Appl. Artif. Intell., 2004
Eng. Appl. Artif. Intell., 2004
Proceedings of the Field Programmable Logic and Application, 2004