Universidade da Madeira Morgado Dias
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Publications "Physical implementation of neural
networks", Fernando Morgado Dias, Ana Antunes, Advanced Technologies: Research, Development &
Applications, edited by Lalic, B., Advanced Robotic
System International, ISBN 3-86611-197-5, pp. 251-274, 2006. Journal Publications: 2020 "Modeling demand flexibility and energy storage to support increased penetration of renewable energy resources on Porto Santo", R. Torabilaki, D. Lobo, A. Gomes, F. Morgado-Dias, Greenhouse Gases: Science and Technology, 2020 (IF= 1.693, Q3). 2019 "Savitzky‐Golay filtering as Image Noise Reduction with Sharp Color Reset", Ricardo Jardim, Fernando Morgado-Dias, Microprocessors and Microsystems.(IF=1.045, Q3). "Matrix of Lags: a tool for Analysis of Multiple Dependent Time Series applied for CAP scoring", F. Mendonça, S. S. Mostafa, F. Morgado-Dias, A. Ravelo-García, Computer Methods and Programs in Biomedicine (IF=3.424, Q1). "A Portable Wireless Device for Cyclic Alternating Pattern Estimation from one EEG Monopolar Derivation", F. Mendonça, S. S. Mostafa, F. Morgado-Dias, A. Ravelo-García, Entropy, 2019, 10.3390/e21121203 (IF=2.419, Q2).
"A Systematic Review of Detecting Sleep Apnea using Deep Learning", S.S. Mostafa, F. Mendonça, A. G. Ravelo-García, F. Morgado-Dias, Sensors 2019, 10.3390/s19224934 (IF=3.031, Q1). "SC3: Self Configuring Classifier Combination for Obstructive Sleep Apnea", S. Mostafa, F. Mendonça, A. Ravelo-García, F. Morgado-Dias, Neural Computing and Applications, 2019, 10.1007/s00521-019-04582-2 (IF=4.213, Q1). "Sleep Quality of Subjects with and without Sleep-Disordered Breathing based on the Cyclic Alternating Pattern Rate Estimation from Single-Lead ECG", F. Mendonça, S. Mostafa, F. Morgado-Dias, A. Ravelo-García, T. Penzel, Physiological Measurement, Institute of Physics and Engineering in Medicine, 2019, 10.1088/1361-6579/ab4f08 (IF=2.246, Q2). "A CMOS Slew-Rate OTA for Imaging",
Luis Miguel Freitas, F. Morgado-Dias, Microprocessors and Microsystems, 2019, 10.1016/j.micpro.2019.102934 (IF=1.045, Q3). "Automatic Illumination Control for an Endoscopy Sensor", R. Sousa, P. Santos, M. Waeny, Morgado-Dias, Microprocessors and Microsystems, 2019 10.1016/j.micpro.2019.102920 (IF=1.045, Q3). "Identifying and ranking environmental aspects of a dry port in Foz do Iguaçu city, Paraná-Brazil", Herlander Mata-Lima, Marina Carrato Galuzzi Silva, Maria Emilien, Ana Paula Silveira, Helenice Maria Sacht, Egon Vettorazzi, Fernando Morgado-Dias, Environmental Quality Management, Wiley, 2019. "A Review of Approaches for Sleep Quality Analysis", F. Mendonça, S. Mostafa, A. Ravelo-García, F. Morgado-Dias and T. Penzel, 2019, IEEE Access 7: 24527-24546. (IF=3.557, Q1) 10.1109/ACCESS.2019.2900345. "A Review of Obstructive Sleep Apnea Detection Approaches", Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado-Dias, Antonio G. Ravelo-García, Thomas Penzel, IEEE Journal of Biomedical and Health Informatics, 2019, 10.1109/JBHI.2018.2823265 (IF=3.85, Q1). "Sleep quality estimation by cardiopulmonary coupling analysis", Fábio Mendonça ; Sheikh Shanawaz Mostafa ; Fernando Morgado-Dias ; Antonio G. Ravelo-García, IEEE Transactions on Neural Systems and Rehabilitation Engineering, 10.1109/TNSRE.2018.2881361 (IF=3.972, Q1). 2018 "A global monitoring system for electricity consumption and production of household roof-top PV systems in Madeira", Roham Torabi, Sandy Rodrigues, Nuno Cafôfo, Lucas Pereira, Filipe Quintal, Nuno Nunes, Fernando Morgado-Dias Neural Computing and Applications, 2018, 10.1007/s00521-018-3832-3 (IF=4.213, Q1). "Implementation Strategy of Convolution Neural Networks on Field Programmable Gate Arrays for Appliance Classification Using the Voltage and Current (V-I) Trajectory", Darío Baptista; Sheikh Shanawaz Mostafa; Lucas Pereira; Leonel Sousa; Fernando Morgado-Dias, Energies 2018, Volume 11, Issue 9, 2460, 10.3390/en11092460 (IF=2.676, Q2). "Environmental and economic analysis of solar systems in Madeira, Portugal", Daniel Garigali, Sandy Rodrigues, F. Morgado-Dias, Utilities Policy, 2018, 10.1016/j.jup.2018.09.001 (IF=2.098, Q2). "Machine Learning PV System Performance Analyser", Sandy Rodrigues, Helena Ramos, F. Morgado-Dias, Progress in Photovoltaics, 2018, 10.1002/pip.3060 (IF=6.456, Q1). "Comparing different solutions for forecasting the energy production of a wind farm", D. Baptista, JP. Carvalho, F. Morgado-Dias, Neural Computing and Applications, 2018, https://doi.org/10.1007/s00521-018-3628-5 (IF=4.213, Q1). "Analog Active Filter Design using a Multi Objective Genetic Algorithm", Sheikh Shanawaz Mostafa, Nuno Horta, Antonio G. Ravelo-García, Fernando Morgado-Dias, AEU - International Journal of Electronics and Communications, Accepted for publication, 2018, 10.1016/j.aeue.2018.06.001 (IF=2.46, Q1). "A portable wireless device based on oximetry for sleep apnea detection", Fábio Mendonça, Sheikh Shanawaz Mostafa, F. Morgado-Dias, Juan L. Navarro-Mesa, Gabriel Juliá-Serdá, Antonio G. Ravelo-García, Computing, 2018, 10.1007/s00607-018-0624-7 (IF=1.589, Q2).. "Devices for Home Detection of Obstructive Sleep Apnea: A Review", Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado-Dias, Antonio G. Ravelo-García, Thomas Penzel, Sleep Medicine Reviews Volume 41, pp. 149-160, 2018, 10.1016/j.smrv.2018.02.004 (IF: 10.602 , Q1). "Design of sEMG-based clench force estimator in FPGA using artificial neural networks", Sheikh Shanawaz Mostafa, Md Abdul Awal, Mohiuddin Ahmad, Fernando Morgado-Dias, Neural Computing and Applications, 2018, 10.1007/s00521-018-3600-4(IF:4.213, Q1). "Automatic detection of cyclic alternating pattern", Fábio Mendonça, Ana Fred, Sheikh Shanawaz Mostafa, Fernando Morgado-Dias, Antonio G Ravelo-García, Neural Computing and Applications, 10.1007/s00521-018-3474-5 (IF:4.213, Q1). "Comparison of SFS and mRMR for oximetry feature selection in obstructive sleep apnea detection", Sheikh Shanawaz Mostafa, Fernando Morgado-Dias, Antonio G Ravelo-García, Neural Computing and Applications, 10.1007/s00521-018-3455-8 (IF:4.213, Q1). "Madeira Wine: An Aging Processing Control and Monitoring Solution", Carlos Faria, Darío Baptista, José Carlos Marques and F. Morgado-Dias, accepted for publication in Recent Advances in Electrical & Electronic Engineering, 2018, 10.2174/2352096511666180213102158. 2017 "Automatic general-purpose neural hardware generator", F. D. Baptista and F. Morgado-Dias, Neural Computing and Applications, 2017, (IF=4.213, Q1).. "Full image-processing pipeline in field-programmable gate array for a small endoscopic camera", Sheikh Shanawaz Mostafa, L. Natércia Sousa, Nuno Fábio Ferreira, Ricardo M. Sousa, Joao Santos, Martin Wäny, F. Morgado-Dias, Journal of Electronic Imaging 26(1), 013005, Jan∕Feb 2017, (IF=0.780, Q4). "Temperature Control by its Forecasting Applying Score Fusion for Sustainable Development", José Gustavo Hernández-Travieso, Antonio L. Herrera-Jiménez, Carlos M. Travieso-González, Fernando Morgado-Dias, Jesús B. Alonso-Hernández, Antonio G. Ravelo-García, Sustainability, MDPI, January 2017, (IF=2.075, Q2). "Analysis of the Self-Consumption Regulation for Photovoltaic Systems with Battery Banks in the Portuguese Residential Sector", Sandy Rodrigues, Fabio Faria, Nuno Cafofo, Xiaoju Chen, Herlander Mata-Lima and F. Morgado-Dias, Journal of Clean Energy Technologies, January 2017. 2016 "NanEye-An Endoscopy Sensor with 3D Image Synchronization", Ricardo M. Sousa, Martin Wäny, Pedro Santos, Morgado-Dias, IEEE Sensors, 2016, (IF=2.512, Q1). "Economic analysis of photovoltaic systems for
the residential market under China's new regulation", Sandy Rodrigues, Xiaoju
Chen, F. Morgado-Dias, Energy Policy, November, 2016. "Hardware implementation of an artificial neural
network model to predict the energy production of a photovoltaic system", Microprocessors and
Microsystems, Dario Baptista, Sandy Abreu, Carlos Travieso-Gonzalez, Fernando Morgado-Dias,
November 2016. "A
Systematic Framework for the Design and Implementation of a Quality Management
Practice: The Case of a Consulting Engineering Company", Herlander
Mata-Lima, Fernando Morgado-Dias, Marina Carrato, Galuzzi da Silva, Kelly Alcantara, and Jose Antonio Almeida, Environmental Quality
Management, DOI 10.1002, June, 2016. "Economic
feasibility analysis of small scale PV systems in different countries", Sandy Rodrigues, Roham Torabikalaki, Fabio Faria, Nuno Cafofo,
Xiaoju Chen, Ashkan Ramezani Ivaki, Herlander Mata-Lima and F. Morgado-Dias,
Solar Energy, June, 2016. "Tesla Powerwall: Analysis of its use in Portugal and United
States", Sandy
Rodrigues, Fabio Faria, Ashkan
Ivaki, Nuno Cafofo, Xiaoju Chen, F.
Morgado-Dias, International Journal of Power and Energy Systems, Acta Press, 2016. 2015 "Measuring Organization’s Performance: The Road to Defining Sustainability Indicators", Mata-Lima H., Alvino-Borba, A., Akamatsu, K., Incau, B., Jard, J., Silva, A., Morgado-Dias, F., Environmental Quality Management, 2015. "Tesla
Powerwall in the United States and Portugal - a
Comparative Analysis on the use of Storage with Small Scale Photovoltaic
Systems", Sandy
Rodrigues, Fabio Faria, Ashkan
Ivaki, Nuno Cafofo, Xiaoju Chen and F.
Morgado Dias, International Journal of Technology and Engineering Studies,
February, 2015. "Small Scale Photovoltaic
Analysis for the Residential and Commercial Market in Portugal", Sandy
Rodrigues, Fabio Faria, Nuno
Cafofo, Xiaoju Chen,
Fernando Morgado-Dias, International Journal of Chemical and Environmental
Engineering, August, 2015. "Automatic
general-purpose neural hardware generator", F. D. Baptista
and F. Morgado-Dias, Neural Computing and Applications, August, 2015. 2014 "Performance
Analysis of the Encryption Approach used by the Portuguese E-Procurement",
R. Garces and F. Morgado Dias, International Journal
of Engineering Research & Technology (IJERT) ISSN: 2278-0181 Vol. 3 Issue
12, December, 2014 "A
Software Tool for Automatic Generation of Neural Hardware", L. Reis,
L. Aguiar, F. D. Baptista and
F. Morgado-Dias, International Arab Journal of Information Technology, Vol. 11,
No. 3, May, 2014. 2013 "Special issue on Controlo2012:
new applications of artificial neural networks in modeling and control",
F. Morgado-Dias, Ana Antunes and Jose Vieira, editorial paper in the journal
Neural Computing and Applications: Volume 23, Issue 3, pp. 575-576, September,
2013. 2010 "FTSET-A
Software Tool for Fault Tolerance Evaluation and Improvement",
Fernando Morgado Dias, Rui Borralho, Pedro Fontes, Ana Antunes, Neural Computing and Applications, Vol. 19, Number
5, pp.701-712, July, 2010. "Fault Tolerance of artificial Neural Networks: an Open Discussion
for Global Model", Fernando Morgado Dias, Ana Antunes, accepted for publication in the International
Journal of Circuits, Systems an Signal Processing, Vol.4, ISS 1, pp. 9-16,
July, 2010. 2008 "Demand management for load smoothing in small power systems: the case of Porto Santo island", Roham Torabi, Álvaro Gomes and Morgado‐Dias, Energy and Sustainability in Small Developing Economies – ES2DE19, Ponta Delgada, 2019. "Design and Simulation of an Incremental Sigma‐ Delta Converter for Improving the Noise Floor Level of CMOS Image Sensors", Luis Miguel Carvalho Freitas, Morgado Dias, Guy Meynants, Adi Xhakoni, International Conference on Engineering Applications ‐ ICEA 2019. "A Platform based on HLS to implement a generic CNN on an FPGA", Dario Baptista, Leonel Sousa, Morgado‐Dias, International Conference in Biomedical Engineering Applications ‐ ICEA19, Ponta Delgada, 2019. "Cyclic Alternating Pattern Estimation From One EEG Monopolar Derivation Using A Long Short‐Term Memory", Fábio Mendonça, Sheikh Mostafa, Fernando Morgado‐Dias and Antonio Ravelo‐García, International Conference on Engineering Applications ‐ ICEA 2019. "Comparing different Matlab algorithms for ANN training in regression and time‐series data", André Moura, Filipe Moura, Miguel Andrade, Alexander Kramer, Luis Rodolfo Sousa, Morgado‐Dias, 2nd International Conference on Architecture Built Environment, Design, Engineering Sciences, Thailand, June, 2019. "A more accurate machine learning photovoltaic system performance analyser by using fuzzy logic", Sandy Rodrigues, João Paulo Carvalho, Helena Geirinhas Ramos, and F. Morgado‐Dias, EU PVSEC, Brussels, 2018. "Configurable N‐fold Hardware Architecture for Convolutional Neural Networks", Dario Baptista, Leonel Sousa, Morgado‐Dias, International Conference in Biomedical Engineering Applications ‐ ICBEA18, Funchal, 2018. "The Duck Curve Characteristic and Storage Requirements for Greening the Island of Porto Santo", Roham Torabi, Alvaro Gomes, F. Morgado‐Dias, Energy and Sustainability in Small Developing Economies – ES2DE18, Funchal 2018. "Design and simulation of a CMOS slew‐rate enhanced OTA to drive heavy capacitive loads", Luis Miguel Carvalho Freitas, F. Morgado‐Dias, Guy Menants and Adi Xhakoni, Workshop on Electronics Applications and System Integration for Future Technologies – EASIFT18, Funchal 2018. "A Neural Network Based Approach for Approximating Real Roots of Polynomials", Diogo Freitas, Luis Guerreiro Lopes and F. Morgado Dias, International Conference on Mathematical Applications ‐ ICMA18, Funchal, 2018. "Applications of Artificial Neural Networks in Process Control Applications: A review", Alexander Kramer and Fernando Morgado‐Dias, International Conference in Biomedical Engineering Applications ‐ ICBEA18, Funchal, 2018. "On‐chip digital temperature sensor for CMOS image sensor", Rúben Gomes, Paulo Franco and F. Morgado Dias, Workshop on Electronics Applications and System Integration for Future Technologies – EASIFT18, Funchal 2018. "Sleep Quality Analysis with Cardiopulmonary Coupling", Fábio Mendonça, Sheikh Mostafa, Fernando Morgado‐Dias and Antonio Ravelo‐García, International Conference in Biomedical Engineering Applications ‐ ICBEA18, Funchal, 2018. "An overview of the Solar PV policy in the Region of Madeira", Daniel Pestana, Sandy Rodrigues and F. Morgado‐Dias, Energy and Sustainability in Small Developing Economies – ES2DE18, Funchal 2018. "Image Denoise FPGA Implementation using a Moving Average Filter with Contour Detection", Ricardo Jardim and Morgado‐Dias, Workshop on Electronics Applications and System Integration for Future Technologies – EASIFT18, Funchal 2018 "Combination of Deep and Shallow Networks for Cyclic Alternating Patterns Detection", Sheikh Shanawaz Mostafa, Fábio Mendonça, Antonio Ravelo‐García, Fernando Morgado‐Dias, 13th APCA International Conference on Automatic Control and Soft Computing (CONTROLO 2018), São Miguel, 2018. "Automatic Detection of a Phases for CAP Classification", Fábio Mendonça, Ana Fred, Sheikh Shanawaz Mostafa, Fernando Morgado‐Dias, Antonio G. Ravelo‐García, 7th International Conference on Pattern Recognition Applications and Methods ‐ ICPRAM, Funchal, 2018. "Optimization of sleep apnea detection using SpO2 and ANN", SS Mostafa, JP Carvalho, F Morgado‐Dias, A Ravelo‐García, XXVI International Conference on Information, Communication and Automation Technologies (ICAT), pp. 1‐6, Sarajevo, Bosnia‐Herzegovina 2017, 10.1109/ICAT.2017.8171609. "SpO2 based Sleep Apnea Detection using Deep Learning", SS Mostafa, F Mendonça, F Morgado‐Dias, A Ravelo‐García, IEEE 21st International Conference on Intelligent Engineering Systems 2017 (INES 2017), pp. 000091‐000096, Larnaca, Cyprus, 10.1109/INES.2017.8118534. "Powerwall 2.0 in Australia, does it change the market?", Sandy Rodrigues, Roham Torabi, Helena Ramos and Fernando Morgado‐Dias International conference in Energy and Sustainability in Small Developing Economies, Funchal 2017. "The Life‐cycle Assessment of Electricity Production in Porto Santo Island", Roham Torabi, Nicolo Rizzoli, Valeria Arosio and Fernando Morgado‐Dias, International conference in Energy and Sustainability in Small Developing Economies, Funchal 2017. "Energy Production Forecasting for a Wind Farm Composed of Turbines with Different Features", D. Baptista and F. Morgado‐Dias, International conference in Energy and Sustainability in Small Developing Economies, Funchal 2017. "Development of a Model to Predict the Electricity Produced by Small Scale Roof‐top PV Systems in Madeira Island", R. Torabi, S. Rodrigues, N. Cafofo and F. Morgado‐Dias, International conference in Energy and Sustainability in Small Developing Economies, Funchal 2017. "Low cost automated astronomical observatory for remote operation: a requisite analysis", Luis Sousa, Fernando Morgado‐Dias and Pedro Augusto, International conference in Internet of Things for the Global Community, Funchal, 2017. "A Low Cost FPGA based Thermal Imaging Camera for Fault Detection in PV Panels", Daniel Pestana, Fábio Mendonça and Fernando Morgado‐Dias, International conference in Internet of Things for the Global Community , Funchal, 2017. "A Method for Designing EMG Integrator using an FPGA", Sheikh Shanawaz Mostafa, Md. Abdul Awal, Mohiuddin Ahmad and F. Morgado‐Dias, 5th IEEE International Conference and Work Shop on Bioinspired Intelligence (IWOBI 2017). "A Minimally Invasive Portable System for Sleep Apnea Detection", Fábio Mendonça, Sheikh Mostafa, Fernando Morgado‐Dias, Juan Navarro‐Mesa, Gabriel Juliá‐Serdá and Antonio Ravelo‐García, 5th IEEE International Conference and Work Shop on Bioinspired Intelligence (IWOBI 2017). "An Overview of Deploying
the Integrated Management of Energy Resources:
The Case Study of Porto Santo Island", Roham Torabi,
Sandy Rodrigues, F. Morgado Dias, Alvaro
Gomes, 3rd Energy for Sustainability
International Conference - EfS,
Funchal, Portugal, February, 2017. 2016 "Automatic
Control of Madeira Wine Aging Process", Carlos Faria, Dario
Baptista, Jose Carlos Marques and
F. Morgado-Dias, Controlo’2016, Guimarães, Portugal, October,
2016. "Cost-effective Analysis of Roof-top PV Systems in Montenegro and Serbia",
Roham Torabikalaki, Nikola Sahović, Sandy Rodrigues, Herlander Mata-Lima and
F. Morgado-Dias, 4th International Symposium on Environment-Friendly
Energies and Applications - EFEA 2016, Belgrade,
Serbia, October, 2016. "Modelling and control
of Madeira Wine aging process using
directive inverse control",
Carlos Faria, Dario Baptista, Jose Carlos Marques and F. Morgado-Dias, International
Conference on Advanced Electronic Science and Technology, AEST2016, Shenzhen, China., August, 2016. "On the Implementation of the Gamma
Function for Image Correction on a Endoscopic Camera", Sheikh
Shanawaz Mostafa, L. Natercia Sousa, Nuno Fabio
Ferreira, Ricardo M. Sousa, Joao Santos, F. Morgado-Dias,
Martin Waeny, The 3rd International Conference on Electronic Design -ICED 2016, Phuket,
Thailand, August, 2016. "Australian
PV System Market Analysis for the Powerwall", Sandy Rodrigues, Roham Torabikalaki, Fabio Faria, Helena G. Ramos, and
F. Morgado-Dias, 32nd EU PVSEC 2016 Conference Proceedings
Paper, In Press, Munich, June, 2016. "FPGA
Implementation of Gamma Correction using a Piecewise Linear Approach for a Small Size Endoscopic Camera", S. S. Mostafa,
L. N. Sousa, N. F. Ferreira, R. M. Sousa, J. Santos, F. Morgado-Dias, Martin Waeny, Image Sensors
and Imaging Systems, San Francisco, February,
2016. 2015 "The Tesla Powerwall: Does it bring something
new? A Market Analysis",
Sandy Rodrigues, Fabio
Faria, Ashkan Ivaki, Nuno
Cafofo, Xiaoju Chen and F. Morgado Dias, ECBA-2015 Beijing, China, December,
2015. "New opportunities
for using Tesla Powerwall Battery in the United States of America
and Portugal", Sandy
Rodrigues, Fabio Faria, Ashkan
Ivaki, Nuno Cafofo, Xiaoju Chen, F. Morgado-Dias, The 6th International Congress of Energy and
Environment Engineering and Management (CIIEM15), France, Paris, July, 2015. "Self-Consumption
and Battery Bank PV Systems in the Residential Sector in
Portugal", S. Rodrigues, F. Faria, N. Cafofo, X. Chen,
F. Morgado-Dias, International Conference on Renewable Energy
and Bioenergy (ICREB 2015),
Romania, Bucharest, June,
2015. "The Current Situation of the Residential
and Commercial PV System Self-Consumption Market in Portugal",
S. Rodrigues, F. Faria, N. Cafofo, X. Chen, F.
Morgado-Dias, International Renewable
Energy and Environment Conference (IREEC-2015), Czech
Republic, Prague, June,
2015. "Advanced illumination control algorithm in VHDL", Ricardo M.
Sousa, Martin Waeny, Pedro Santos, Morgado-Dias, SPIE Sensing Technology + Applications,
May, 2015. "Multi-camera
synchronization core implemented on USB3 based FPGA platform", Ricardo M. Sousa, Martin Waeny, Pedro Santos, Morgado-Dias,
BIOS, SPIE, March, 2015. "Image synchronization
for 3D application using the NanEye sensor", Ricardo M. Sousa, Martin Waeny,
Pedro Santos, Morgado-Dias, Electronic Imaging,
Photonics West, SPIE, March, 2015. 2014 "ParTec and KarnUMa - Digital tools as a help
for freshman learning", Valentim Freitas, Antonio
Ravelo-Garcia, Morgado Dias, I Jornadas Iberoamericanas de Innovacion
Educativa en el ambitos de
las TICs (InnoEducaTIC
2014), Grand Canaria, Spain,
November, 2014. "On the Current
Payback Time for Small Investors in the Photovoltaic Systems in the Region of
Madeira",
Sandy Rodrigues Abreu, Marco Leca, Xiaoju Chen, and Fernando Morgado-Dias,
Controlo 2014, Porto, Portugal, July, 2014. 2013 "Performance comparison
of ANN training algorithms
for classification", F. Dario Baptista,
Sandy Rodrigues, Fernando Morgado-Dias, IEEE International Symposium on
Intelligent Signal Processing - WISP 2013, September,
2013. 2012 "KarnUMa an Educational Tool for Digital Systems",
Valentim Freitas and Fernando Morgado-Dias,
Controlo2012, Funchal, Portugal, July, 2012. "Loiral Wind Park Modelling Using
Artificial Neural Networks", Dario Fernandes, Dario Baptista,
Beatriz Jardim, Agostinho Figueira and Fernando
Morgado-Dias, Controlo2012, Funchal, Portugal, July,
2012. "Monitoring and Management of
Energy in Penteada Building - a Case Study", Adriano Lopes, Antonio Carvalho, Filipe Oliveira and
Fernando Morgado-Dias, Controlo2012, Funchal, Portugal, July,
2012. "Renewable Energy Characterization
of Madeira Island", Sandy Rodrigues
Abreu, Cristovao Barreto and
Fernando Morgado-Dias, Controlo2012, Funchal, Portugal, July,
2012. "Artificial
Neural Networks - A Survey about
Hardware and Software Use", Dario Baptista,
Filipe Freitas, Rita Vasconcelos and Fernando
Morgado-Dias, Controlo2012, Funchal, Portugal, July,
2012. "A
Hyperbolic Tangent Replacement by Third Order Polynomial
Approximation", Dario Baptista, Fernando
Morgado-Dias, Controlo2012, Funchal, Portugal, July,
2012. "On
the Implementation of Different Hyperbolic Tangent Solutions in FPGA",
Dario Baptista, Fernando Morgado-Dias, Controlo2012, Funchal, Portugal, July, 2012. "Artificial
Neural Networks: a Review of
Training Tools", Dario Baptista, Fernando
Morgado-Dias, Controlo2012, Funchal, Portugal, July,
2012. "Dual-Processor
Neural Network Implementation in FPGA",
Diego Santos, Henrique Nunes, Fernando Morgado-Dias, Controlo2012, Funchal,
Portugal, July, 2012. "Comparing
Different Levenberg-Marquardt algorithm implementations", Dario
Baptista, Fernando Morgado-Dias, Controlo2012, Funchal, Portugal, July, 2012. 2011 "ANGE
- Automatic Neural Generator",
Leonardo Reis, Luis Aguiar, Dario Baptista, Fernando
Morgado Dias, International Conference on Artificial Neural Networks, Espoo, Finland, June, 2011. 2010 "Neuron Implementation using System Generator",
Luis Aguiar, Leonardo Reis, Fernando Morgado Dias,
9th Portuguese Conference on Automatic Control, Coimbra, Portugal, 2010. 2009 "Hardware Implementation of an
Artificial Neural Network with an Embedded Microprocessor in a FPGA", Gisnara Hoelzle, Fernando Morgado Dias, 8th International Conference and Workshop on
Ambient Intelligence and Embedded Systems", Funchal,
Portugal, 2009. "A Matlab Tool for Analyzing and Improving Fault Tolerance of
Artificial Neural Networks", Rui Borralho, Pedro Fontes, Ana Antunes, Fernando Morgado Dias,
2nd IFAC International Conference on Intelligent Control Systems and Signal
Processing, Istambul, Turkey, September, 2009. 2008 "Fault Tolerance Simulation and Evaluation Tool for Artificial
Neural Networks",
Pedro Fontes, Rui Borralho, Ana Antunes, Fernando Morgado Dias, 3rd International Symposium on
Intelligence Computation and Applications (ISICA 2008) Wuhan, China, vol. LNCS
5370, pp.248-257, December, 2008. "A neuro‐fuzzy delay compensator for distributed control systems", Ana Antunes, Fernando Morgado Dias, José Vieira, Alexandre Mota, 13th IEEE International Conference on Emerging Technologies and Factory Automation, 2008, Hamburg, Germany, September, pp. 1088‐1091, 2008. "A Neural Model for Delay Correction in a Distributed Control
System" "Fault Tolerance Improvement Through Architecture Change in Artificial Neural Networks", Fernando Morgado Dias, Ana Antunes, 8th Portuguese Control Conference, Vila Real, Portugal, July, 2008. "Comparing the Delay Compensator Approach with Fractional Dead-Time
Modelling in Distributed Real-Time Control Systems" "A Global Model for Fault Tolerance of Feedforward Neural Networks" , Fernando Morgado Dias, Ana Antunes, 9th International Conference on Automation and Information, Bucharest, Romania, June, 2008."An Empirical Study of the Test Error versus Training Error in Artificial Neural Networks" , Fernando Morgado Dias, Ana Antunes, 9th International Conference on Automation and Information, Bucharest, Romania, June, 2008.2007 "A Software Tool for Teaching Fault Tolerance in Artificial Neural Networks" , Pedro Fontes, Rui Borralho, Ana Antunes, Fernando Morgado Dias, 2007.2006 "Delay Compensator: an approach to reduce the variable sampling to actuation delay effect in distributed real-time control systems" , Ana Antunes, Fernando Morgado Dias, Jose Vieira, Alexandre Mota, 11th IEEE International Conference on Emerging Technologies and Factory Automation, Praga, Czech Republic, September, 2006."On‐line learning of a time‐variant system", Fernando
Morgado Dias, Ana Antunes, José Vieira, Alexandre Mota, 19th International Conference on Industrial,
Engineering & Other Applications of Applied Intelligent Systems, Annecy, France, Vol. LNAI-4031, pp. 908-916, 2006. "Improving the control performance of a real-time distributed control system under variable sampling to actuation delay" , Ana Antunes, Fernando Dias and Alexandre Mota, 25th IASTED International Conference on Modelling, Identification and Control, Lanzarote, Spain, February, 2006.2005 "Hybrid Neuro-Fuzzy Network-Priori Knowledge Model in Temperature Control of a Gas Water Heater System" , Jose Vieira, Fernando Morgado Dias and Alexandre Mota, 5th International Conference on Hybrid Intelligent Systems, Brazil, November, 2005."Using the Levenberg-Marquardt for on-line training of a variant system" , Fernando Morgado Dias, Ana Antunes, Jose Vieira, Alexandre Manuel Mota, International Conference on Artificial Neural Networks, Varsovia, Poland, Setember, 2005."On-line training of Neural Networks: a sliding window approach for the Levenberg-Marquardt algorithm" , Fernando Morgado Dias, Ana Antunes, Jose Vieira, Alexandre Manuel Mota, International Work-Conference on the Interplay Between Natural and Artificial Computation, Las Palmas, Spain, June, 2005."A High Resolution FPGA Implementation of a Feedforward Neural Network" , Pedro Ferreira, Pedro Ribeiro, Ana Antunes, Fernando Morgado Dias, Workshop of Reconfigurable Systems REC2005, Faro, Portugal, February, 2005.2004 "Artificial Neural Networks Processor - a Hardware Implementation using a FPGA" , Pedro Ferreira, Pedro Ribeiro, Ana Antunes, Fernando Morgado Dias, Field-Programmable Logic and its Applications, Antwerp, Belgium, August, 2004."Implementing the Levenberg-Marquardt Algorithm on-line: a Sliding Window Approach with Early Stopping" , Fernando Morgado Dias, Ana Antunes, Jose Vieira, Alexandre Manuel Mota, 2nd IFAC Workshop on Advanced Fuzzy/Neural Control, Oulu, Finland, October, 2004."Influence of the sampling period in the performance of a real-time distributed system under jitter conditions" , Ana Antunes, Fernando Morgado Dias, Alexandre Mota, 6th WSEAS Int. Conf. on Telecommunications and Informatics (TELE-INFO'04), Cancun, Mexico, May, 2004."A new hybrid direct/specialized approach for generating inverse neural models" , Fernando Morgado Dias, Ana Antunes, Alexandre Mota, 6th WSEAS Int. Conf. on Algorithms, Scientific Computing, Modelling and Computation (ASCOMS'04), Cancun, Mexico, May, 2004."Neuro-Fuzzy Systems: A Survey" , Jose Vieira, Fernando Morgado Dias, Alexandre Mota, 5th WSEAS NNA International Conference on Neural Networks and Applications, Udine, Italy, March, 2004.2003 "Regularization versus early stopping: a case study with a real system" , Fernando Morgado Dias, Ana Antunes, Alexandre Manuel Mota, 2nd IFAC Conference Control Systems Design (CSD'03), Bratislava, Slovac Republic, October, 2003."Commercial Hardware for Artificial Neural Networks: a Survey" , Fernando Morgado Dias, Ana Antunes, Alexandre Manuel Mota, SICICA - 5th IFAC International Symposium on Inteligent Components and Instruments for Control Applications, Aveiro, Portugal, July, 2003."Comparison between Artificial Neural Networks and Neurofuzzy Systems in Modeling and Control: a Case Study" , Jose Antonio Barros Vieira, Fernando Morgado Dias, Alexandre Manuel Mota, SICICA - 5th IFAC International Symposium on Inteligent Components and Instruments for Control Applications, Aveiro, Portugal, July, 2003.2002 "Automating the Construction of Neural Models for Control Purposes using Genetic Algorithms" , Fernando Morgado Dias, Ana Antunes, Alexandre Manuel Mota, 28th Annual Conference of the IEEE Industrial Electronics Society, Sevilha, Spain, December, 2002."Additive Internal Model Control: an Application with Neural Models in a Kiln" , Fernando Morgado Dias, Ana Antunes, Alexandre Manuel Mota, 28th Annual Conference of the IEEE Industrial Electronics Society, Sevilha, Spain, 2002."Control of a Kiln using Neuro Fuzzy Techniques" , Jose Antonio Barros Vieira, Fernando Morgado Dias, Alexandre Manuel Mota, 5th Portuguese Conference on Automatic Control, Aveiro, Portugal, October, 2002."CAN-based Real Time Adaptive Distributed Control" , Ana Antunes, Fernando Morgado Dias, Alexandre Manuel Mota, 8th International CAN Conference, Las Vegas, USA, 2002.2001 "A Comparison between a PID and Internal Model Control using Neural Networks", Fernando Morgado Dias and Alexandre Manuel Mota, 5th World Multi-Conference on Systemics, Cybernetics and Informatics, volume V, pp.268-273, Orlando, EUA, 2001. "Comparison
between different Control Strategies using Neural Networks", Fernando Morgado Dias and
Alexandre Manuel Mota, 9th Mediterranean
Conference on Control and Automation, Dubrovnik, Croatia, July, 2001. "Additive Feedforward Control of a Kiln Using Neural Networks" , Fernando Morgado Dias and Alexandre Mota, IASTED International Conference on Modelling, Identification, and Control, Innsbruck Austria, February, 2001.2000 "Direct Inverse Control of a Kiln" , Fernando Morgado Dias e Alexandre Manuel Mota, 4th Portuguese Conference on Automatic Control, Guimaraes, Portugal, October, 2000. |