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International Journals (peer reviewed)

M. Yasemin, A. Cruz, U. J. Nunes, G. Pires (2023), "Single trial detection of error-related potentials in brain-machine interfaces: A survey and comparison of methods"  Journal of Neural Engineering, IOP, january 2023, DOI 10.1088/1741-2552/acabe9 [link-open access]

G. Pires, A. Cruz, D. Jesus, M. Yasemin, U. J. Nunes, T. Sousa, M. Castelo-Branco (2022), "A new error-monitoring brain-computer interface based on reinforcement learning for people with autism spectrum disorders", Journal of Neural Engineering, 19, IOP,  december 2022, DOI 10.1088/1741-2552/aca798  [link-open access]

G. Pires, S. Barbosa, U. J. Nunes, E. Gonçalves (2022), "Visuo-auditory stimuli with semantic, temporal and spatial congruence for a P300-based BCI: an exploratory test with an ALS patient in a completely locked-in state",  Journal of Neuroscience Methods, 379, July 2022 [link-open access]

G. Pires, M. Castelo-Branco, C. Guger, G. Cisotto (2022), "Editorial: Error-Related Potentials: Challenges and Applications", Frontiers in Human Neuroscience - Brain-Computer Interfaces, July, 2022, doi: 10.3389/fnhum.2022.984254,  [link-open access]

G. Pires, A. Lopes, P. Correia, L. Almeida, L. Oliveira, R. Panda, D. Jorge, D. Mendes, P. Dias, N. Gomes, T. Pereira (2021), "Usability of a telehealth solution based on TV interaction for the elderly: the VITASENIOR-MT case study",  Universal Access in the Information Society, Springer Nature, december 2021, 10.1007/s10209-021-00859-3 [link] [ViewOnly - ShareEdit Link]

A. Cruz, G. Pires, U. J. Nunes (2021), "Spatial filtering based on Riemannian distance to improve the generalization of ErrP classification",  Neurocomputing, 470, Elsevier, October, 2021, doi: 10.1016/j.neucom.2021.10.078 [PDF_preprint] [Elsevier link , 2022]

J. Paulo, G. Pires and U. J. Nunes (2021), Cross-Subject Zero Calibration Driver's Drowsiness Detection: Exploring Spatiotemporal Image Encoding of EEG Signals For Convolutional Neural Network Classification,  IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2021 doi: 10.1109/TNSRE.2021.3079505,  [link - OpenAccess]

J. Perdiz, L. Garrote, G. Pires and U. J. Nunes (2021), A Reinforcement Learning assisted Eye-driven Computer Game Employing a Decision Tree-based Approach and CNN Classification,  IEEE Access, doi: 10.1109/ACCESS.2021.3068055  [link - OpenAccess] [dataset and CNN code: github]

A. Cruz, G. Pires, A. Lopes, C. Carona, U. J. Nunes (2021), "A self-paced BCI with a collaborative controller for highly reliable wheelchair driving: Experimental tests with physically disabled individuals",   IEEE Transactions on Human-Machine Systems, 51(2) 2021  DOI: 10.1109/THMS.2020.3047597, [PDF_preprint] [link].    Awarded with the prestigious Andrew P. Sage Best Transactions Paper Award, recognizing it as the best paper in the IEEE Transactions on Human-Machine Systems in 2021 (Link Award).


Telmo Pereira, G. Pires, Dário Jorge, Diogo Santos Mendes (2020), Telehealth monitoring of a hypertensive elderly patient with the new VITASENIOR-MT system: a case study, Journal of Blood Pressure Monitoring, Wolters Kluwer Health, DOI: 10.1097/mbp.0000000000000443 , March 2020, [PDF_preprint] [link].

A. Cruz, G. Pires, U. Nunes (2018), "Double ErrP Detection for Automatic Error Correction in an ERP-Based BCI Speller", IEEE Transactions on Neural Systems and Rehabilitation Engineering, 99, January 2018, doi:10.1109/TNSRE.2017.2755018, [PDF_preprint] [link] , [demonstrative video] [IEEEDataPort].

T. Sousa, C. Amaral, J. Andrade, G. Pires, U. Nunes, and M. Castelo-Branco (2017), "Pure visual imagery as a potential approach to achieve three classes of control for implementation of BCI in non-motor disorders", Journal of Neural Engineering, 2017, IOP Science, doi: 10.1088/1741-2552/aa70ac [PDF_preprint] [link].

A. Lopes, J. Rodrigues, J. Perdigao, G. Pires, U. Nunes (2016), "A New Hybrid Motion Planner: Applied in a Brain-Actuated Robotic Wheelchair", IEEE Robotics & Automation Magazine, 99, December, 2016, doi:10.1109/MRA.2016.2605403, [link] , [PDF draft version] and [demonstrative video].

S. Barbosa, G. Pires, U. Nunes (2016), "Toward a reliable gaze independent hybrid BCI combining visual and natural auditory stimuli", Journal of Neuroscience Methods, 261, Elsevier, 2016, doi:10.1016/j.jneumeth.2015.11.026, [link] and [PDF draft version].

T. Sousa, A. Cruz, S. Khalighi, G. Pires, U. Nunes (2015), "A two-step automatic sleep stage classification method with dubious range detection", Computers in Biology and Medicine, Elsevier, 2015, vol. 59, 42-53, doi:10.1016/j.compbiomed.2015.01.017, [link].

M. Teixeira, G. Pires, M. Raimundo, S. Nascimento, V. Almeida, M. Castelo-Branco (2014), "Robust single trial identification of conscious percepts triggered by sensory events of variable saliency", PLoS ONE 9(1): e86201. doi:10.1371/journal.pone.0086201, January 2014 [link - Open access].

S. Khalighi, T. Sousa, G. Pires, U. Nunes (2013), "Automatic Sleep Staging: A Computer Assisted Approach for Optimal Combination of Features and Polysomnographic Channels", Expert Systems with Applications, Elsevier, 2013, 40(17), 7046-7059, Dec. 2013, dx.doi.org/10.1016/j.eswa.2013.06.023 [link]

A. Lopes, G. Pires, U. Nunes (2013), "Assisted Navigation for Brain-actuated Intelligent Wheelchair", Robotics and Autonomous Systems, Elsevier, 2013, 61(3), 245–258, dx.doi.org/10.1016/j.robot.2012.11.002 [link],[PDF],[demonstrative video]

G. Pires, U. Nunes, M. Castelo-Branco (2012), "Comparison of a Row-column Speller vs a Novel Lateral Single-character Speller: assessment of BCI for severe motor disabled patients ", Clinical Neurophysiology, Elsevier, 2012, 123(6), 1168–1181, doi:10.1016/j.clinph.2011.10.040 [link], [PDF], [demonstrative video]

 G. Pires, U. Nunes, M. Castelo-Branco (2011), "Statistical Spatial Filtering for a P300-based BCI: Tests in able-bodied, and Patients with Cerebral Palsy and Amyotrophic Lateral Sclerosis", Journal of Neuroscience Methods, Elsevier, 2011, 195(2), Feb. 2011: doi:10.1016/j.jneumeth.2010.11.016 [link] [PDF], [demonstrative video] Python and Matlab Code available at: https://github.com/gpiresML/FCB-spatial-filter 

G. Pires and U. Nunes, (2002), "A Wheelchair Steered Through Voice Commands and Assisted by a Reactive Fuzzy Logic Controller", Journal of Intelligent and Robotic Systems, Kluwer Academic Publishers, vol. 34, nº3, pp. 301-314, July 2002 [link][PDF]

G. Pires, R. Araújo, U. Nunes, J. Coimbra, (2001), "Development of the RobChair Assistive Navigation System", National Journal - Revista Robótica: Automação, Controlo e Instrumentação, n.º 43, 2º Trimestre 2001, pp. 25-28 [PDF].


International Magazines

P. Amorim, G. Pires, H. Martins, "Non-Human Partners in Rehabilitation: How Healthcare Can Embrace Human-Machine Systems", Healthmanagement, volume 24, Issue 1, pp 33-41, 2024, ISSN 1377-7629  [link] [PDF]


International Conferences (peer reviewed)

J. R. Paulo, T. Sousa, J. Perdiz, N. Leal, P. Menezes, T. Zhu, G. Pires, M.C. Branco (2023), ” A Framework For Motor Function Characterization in Autism Spectrum Disorder” , 2023 IEEE 7th Portuguese Meeting on Bioengineering (ENBENG), 104-107 [link]

C. Dias, T. Sousa, A. Cruz, D. Costa, J. Castelhano, G. Pires, M. Castelo-Branco, "A memory-based BCI approach for training of executive function in ASD", Brain Stimulation, 16, 1, January 2023, DOI:https://doi.org/10.1016/j.brs.2023.01.440

R. Pereira, A.  Cruz, L. C. Garrote, G. Pires, A. Lopes, U. J. Nunes, "Dynamic Environment-based Visual User Interface for Intuitive Navigation Target Selection for Brain-actuated Wheelchairs",  31st IEEE International Conference on Robot and Human Interactive Communication (RO-MAN 2022), Napoli, Italy, Aug 29 - Sept 02, 10.1109/RO-MAN53752.2022.9900623, 2022  [link][video]

T. Sousa, C. Dias, J. Estiveira, D. Costa, J. Castelhano, G. Pires, M. Castelo-Branco, "Studying error perception in complex scenarios stresses the importance of midfrontal theta during social cognition", 9th Iberian Conference on Perception 2022, June 27-29 Barcelona, Spain [link]

A. Zancanaro, G. Cisotto, J. R. Paulo, G. Pires, U. J. Nunes, "CNN-based Approaches For Cross-Subject Classification in Motor Imagery: From The State-of-The-Art to DynamicNet", 18th IEEE International Conference on Computational Intelligence in Bioinformatics and Computational Biology 13 to 15 October 2021 - Melbourne, Australia [Link] [github code repository: Dynamic-PyTorch-Net]

F. Roque, G. Pires, J. Perdiz,,  U. J. Nunes, "A User-Identification system based on Code-modulated Visual Evoked Potentials with LED stimulation", 9th IEEE International Workshop on Biometrics and Forensics (IWBF) 2021, Rome, Italy, May 2021. [PDF_preprint] [link]  [datasets: C-VEP User-Id dataset: github]

L. Garrote, J. Perdiz, G. Pires, U. J. Nunes  (2019), "Reinforcement Learning Motion Planning for an EOG-Centered Robot Assisted Navigation in a Virtual Environment", 28th IEEE International Conference on Robot and Human Interactive Communication (RO-MAN), New Delhi, India, October 2019 [link][PDF]

G. Pires , M. Yasemin, U. Nunes (2019), "Naturally embedded SSVEP phase tagging in a P300-based BCI:
LSC-4Q speller ", 2019 IEEE International Conference on Systems Man, and Cybernetics , SMC2019, Bari, Italy, October 2019 [link] [PDF] [video].

L. Almeida, E. Lopes, B. Yalcinkaya, R. Martins, A. Lopes, P. Menezes, and G. Pires (2019), "Towards natural interaction in immersive reality with a cyber-glove", 2019 IEEE International Conference on Systems Man, and Cybernetics , SMC2019, Bari, Italy, September 2019 [link] [PDF][demonstrative video].

J. Perdiz, A. Cruz, U. J. Nunes and G. Pires (2019), "A Hybrid Brain-Computer Interface Fusing P300 ERP and Electrooculography", MEDICON 2019: XV Mediterranean Conference on Medical and Biological Engineering and Computing, September 2019, Coimbra, Portugal [link][PDF].

A. Cruz, G. Pires, A. Lopes, U. Nunes (2019), "Detection of Stressful Situations Using GSR While Driving a BCI-Controlled Wheelchair", 41st Annual Int. Conf. of the IEEE Engineering in Medicine & Biology Society (EMBC2019), July 2019, Berlin, Germany [link] [PDF].

R. Fonseca-Pinto, R. Rijo, P. Assunção, M. A. Seco, M. P Guarino, C. Braga-Pontes, D. Gomes, B. Carreira, P. Correia, L. Oliveira, G. Pires, C. Leitão, A. Antunes, F. Januário, R. Martinho (2019), "Prescribe and Monitor Physical Activity Through a Community-Based eHealth Program: MOVIDA Platform", Int. Conf. on Medical and Biological Eng. (CMBEBIH2019), May 2019, Banja Luka, Bosnia and Herzegovina [link].

D. Mendes, R. Panda, P. Dias, D. Jorge, R. António, L. Oliveira, G. Pires (2019), "VITASENIOR-MT: A distributed and scalable cloud-based telehealth solution", IEEE 5th World Forum on Internet of Things, 15-18 April 2019 – Limerick, Ireland [link][PDF].

D Farinha, J Dias, P Neves, K Pereira, C Ferreira, G Pires (2019), "Assistive Robotic Hand Orthosis (ARHO) controlled with EMG: evaluation of a preliminary prototype", 6th IEEE Portuguese Meeting on Bioengineering (ENBENG 2019), February 2019, Lisbon, Portugal [link][PDF] [video1][video2].

D. Gomes, F Fernandes, E Castro, G. Pires (2019), "Head-movement interface for wheelchair driving based on inertial sensors", 6th IEEE Portuguese Meeting on Bioengineering (ENBENG 2019), February 2019, Lisbon, Portugal [link][PDF].

J Figueiredo, G. Gordalina, P. Correia, G. Pires, L. Oliveira, R Martinho, R. Rijo, P. Assunção, A. Seco, R Fonseca-Pinto (2019), "Recognition of human activity based on sparse data collected from smartphone sensors", 6th IEEE Portuguese Meeting on Bioengineering (ENBENG 2019), February 2019, Lisbon, Portugal [link][PDF].

A. Cruz, G. Pires , U. Nunes (2018), "Generalization of ErrP-calibration for different error-rates in P300-based BCIs", 2018 IEEE International Conference on Systems Man, and Cybernetics , SMC2018, Miyazaki, Japan, 2018 [link][PDF].

A. Gomes, A. Santos, C. Alcobia, C. Páris, D. Rasteiro, E. Bigotte, F. Moita, F. Carvalho, G. Pires, J. Lains, P. Amaro, L. Roseiro (2018), "Development of a Biomechanical Bike with Assistive Technologies to Be Used for Rehabilitation", "International Conference on Human Systems Engineering and Design: Future Trends and Applications IHSED 2018: Human Systems Engineering and Design, pp 968-973, 2018 [link]

G Gordalina, J Figueiredo, R Martinho, R Rijo, P. Correia, P. Assunção, A. Seco, G. Pires, L. Oliveira, R. F.-Pinto (2018), "Tracking human routines towards adaptive monitoring: the MOVIDA. domus platform", Procedia computer science 138, 41-48, 2018 [link]

G. Pires, P. Correia, D. Jorge, D. Santos, N. Gomes, P. Dias, P. Ferreira, A. Lopes, A. Manso, L. Almeida, L. Oliveira, R. Panda, P. Monteiro, C. Grácio, T. Pereira, (2018) “VITASENIOR-MT: a telehealth solution for the elderly focused on the interaction with TV”, 20th IEEE International Conference on e-Health Networking, Application & Services - Healthcom2018, Ostrava, Czech Republic, 2018 [link][PDF].

J. Perdiz, L. Garrote, G. Pires, U. J- Nunes (2018), “Measuring the impact of reinforcement learning on an electrooculography-only computer game”, IEEE 6th International Conference on Serious Games and Applications for Health (SeGAH), Vienna, Austria, 2018 [link][PDF].

G. Pires, A. Lopes, A. Manso, D. Jorge, D. Mendes, L. Almeida, L. Oliveira, N. Gomes, P. Dias, R. Panda, T. Pereira, P. Monteiro, C. Grácio (2018), "VITASENIOR–MT: Architecture of a Telehealth Solution", Conferência Gestão & Tecnologi@ - Criação de Valor em Saúde, Santarém, junho 2018 [link][PDF].

J. Perdiz, G. Pires and U. J. Nunes (2017), " Emotional State Detection Based on EMG and EOG Biosignals: a Short Survey", 5th Portuguese Meeting in Bioengineering IEEE-EMBS (ENBENG’2017) [link][PDF].

A. Cruz, D. Garcia, G. Pires (2015), U. Nunes, "Facial Expression Recognition Based on EOG Toward Emotion Detection for Human-Robot Interaction", 8th International Conference on Bio-inspired Systems and Signal Processing, BIOSIGNALS2015, pag. 31-37 [link][PDF].

R. Parafita, G. Pires, U. Nunes, and M. Castelo-Branco (2013), “A spacecraft game controlled with a brain-computer interface using SSVEP with phase tagging”, IEEE 2nd Int.l Conf. on Serious Games and Applications for Health, SeGAH2013 [link][PDF] .

G. Pires, U. Nunes, M. Castelo-Branco (2012), "Evaluation of Brain-computer Interfaces in Accessing Computer and other Devices by People with Severe Motor Impairments", Proceedings of the 4th International Conference on Software Development for Enhancing Accessibility and Fighting Info-exclusion (DSAI 2012), Procedia Computer Science, Volume 14, 2012, pag. 283–292 [link]

A. Lopes, G. Pires, and U. Nunes (2012),“RobChair: Experiments Evaluating Brain-Computer Interface to Steer a Semi-autonomous Wheelchair”, video Competition of the IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2012), Portugal, October, 2012 [link] [link to video]

Sousa T, Oliveira D, Khalighi S, Pires G, Nunes U. (2012) "Neurophysiologic and statistical analysis of failures in automatic sleep stage classification". In BIOSIGNALS - International Conference on Bio-inspired Systems and Signal Processing 2012; 423-428 [link][PDF].

 G. Pires, M. Torres, N. Casaleiro, U. Nunes and M. Castelo-Branco (2011),  “Playing Tetris with non-invasive BCI”, IEEE 1st International Conference on Serious Games and Applications for Health (SeGAH 2011), Braga, November, 2011 [link] [PDF]

G. Pires, U. Nunes, M. Castelo-Branco (2011), “GIBS Block Speller: Toward a Gaze-Independent P300-Based BCI”, 33rd International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC11), USA, August, 2011 [link] [PDF], [demonstrative video].

 Lopes, G. Pires, L. Vaz, U. Nunes (2011), “Wheelchair Navigation Assisted by Human-machine Shared-control and a P300-based BCI”, IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2011), USA, October, 2011  [link] [PDF].

M. Teixeira, G. Pires, M. Raimundo, S.M. Nascimento, V.M. de Almeida and M. Castelo-Branco (2011),  "Neural bases of visual attention and saliency: detecting feature independent perceptual saliency at a single trial level using oddball EEG signals". IBILI Meeting 2011, 2011 [Abstract]

S. Khalighi, T. Sousa, D. Oliveira, G. Pires, U. Nunes (2011),  “Efficient Feature Selection for Sleep Staging Based on Maximal Overlap Discrete Wavelet Transform and SVM”, 33rd International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC11), USA, 2011 [link] [PDF].

H. Simões, G. Pires, U. Nunes and V. Silva (2010), “Feature Extraction and Selection for Automatic Sleep Staging using EEG”, 7th International Conference On Informatics in Control, Automation and Robotics – ICINCO2010, 15-18 June 2010, Funchal, Portugal [link][PDF]

G. Pires, U. Nunes, M. Castelo-Branco, (2009), “P300 Spatial Filtering and Coherence-Based Channel Selection”, Proceedings of the 4th International IEEE EMBS Conference on Neural Engineering Antalya, Turkey, April 29 - May 2, 2009,  pp 311-314 [link] [PDF].

G. Pires and U. Nunes, (2009), “A Brain Computer Interface Methodology Based on a Visual P300 Paradigm”, in 2009 IEEE/RSJ International Conference on Intelligent RObots and Systems (IROS2009), St. Louis, USA, 11-15 October, 2009, pp. 4193-4198 [link][PDF].

A. Ribeiro, A. Sirgado, J. Aperta, A. Lopes, J. Guilherme, P. Correia, G. Pires and U. Nunes, (2009), “A Low-Cost EEG Stand-Alone Device for Brain Computer Interface”, 2nd International Joint Conference on Biomedical Engineering Systems and Technologies - BIODEVICES2009, 14-17 Janeiro 2009, Porto, Portugal, pp. 430-433 [link][PDF].

G. Pires, U. Nunes, M. Castelo-Branco, (2008), “Brain Computer Interface Approaches to Control Mobile Robotic Devices”, published on Advances in Mobile Robotics, World Scientific, Proceedings of the Eleventh International Conference on Climbing and Walking Robots and the Support Technologies for Mobile Machines, Coimbra, Portugal September 8-10, 2008, pp 489-496 [link][PDF]

G. Pires, M. Castelo-Branco, U. Nunes, (2008), “Visual P300-based BCI to steer a Wheelchair: a Bayesian Approach”, Proceedings of the 30th Annual International IEEE EMBS Conference, Vancouver, British Columbia, Canada, August 20-24, 2008, pp 658-661 [link][PDF]

G. Pires, U. Nunes, M. Castelo-Branco, (2007), “Single-Trial EEG classification of Movement Related Potential”, Proceedings of the 2007 IEEE 10thInternational Conference on Rehabilitation Robotics, June 12-15, Noorwijk, The Netherlands pp. 569 – 574 [link][PDF]

L. Conde, G. Pires, U. Nunes, (2002), "A Behaviour Based Fuzzy Control Architecture for Path-Tracking and Obstacle Avoidance", 5th Portuguese Conference on Automatic Control, University of Aveiro, pp. 341-346, September 2002 [link][PDF]

G. Pires, R. Araújo, U. Nunes, (1998), "Fuzzy-Based Navigation System of a Powered Wheelchair", Fifteenth National Conference on Artifitial Intelligence - Integrating Artificial Intelligence and Assistive Technology, USA Wiscosin, July 1998, pp. 55-60 [PDF].

G. Pires, R. Araújo, U. Nunes, A.T. Almeida, (1998), "Robchair - A Powered Wheelchair using a Behaviour-Based Navigation", AMC'98 (Advanced Motion Control) Proceedings, Coimbra Portugal, University of Coimbra, June 1998, pp. 536-541 [link] [PDF].

G. Pires, U. Nunes and A. T Almeida, (1998), "RobChair - A Semi-Autonomous Wheelchair for Disabled People", IAV'98 Proceedings of the 3rd IFAC Symposium on Intelligent Autonomous Vehicles, Madrid Spain, University Carlos III, March 1998, vol.2, pp. 648-652 [link][PDF].

G. Pires, N. Honório, C. Alexandra, U. Nunes and A. T. Almeida, (1997), "Autonomous Wheelchair for Disabled People", ISIE'97 Proceedings of IEEE International Symposium on Industrial Electronics, Guimarães Portugal, University of Minho, July 1997, vol. 1, pp. 797-801 [link] [PDF].

G. Pires, N. Martins, R. Almeida, F. Moita, U. Nunes, A. T. Almeida (1996), "Optimisation of the Tri-Aural System, Detection and Identification of Different Reflectors", In Proceedings of the Conference Mechatronics'96, Guimarães Portugal, University of Minho September 1996, vol.2, pp. 255-260 [PDF]

 

Book Chapters

U. Nunes, G. Pires, P. Coelho, (2000), "Assistive Navigation Control Architecture", in Book: System and Control: Theory and Applications, World Scientific Publisher, 2000, pp. 38-43 [link][PDF].

 

 National meetings (some without peer-review)

M. Coelho, D. Agostinho, T. Sousa, G. Pires, M. Castelo-Branco, "Does expectancy formation modulate incongruence processing? An exploratory study with electroencephalography (EEG)", CIBIT 2nd Annual Meeting, Coimbra, 18 December, 2023

G. Pires , B. Oliveira, J. Veríssimo, A. Manso (2016), “Controlo de dispositivos domóticos e acessibilidade em situações de distrofia muscular”, Fórum Politécnico “Tecnologias de Reabilitação e Apoio para o Bem-Estar, 29 de setembro de 2016  [link];

N. Reis, S. Godinho, A. Lopes and G. Pires (2014), "SAM: Sistema de Assistência à Mobilidade", 2as Jornadas Ibero-Americanas em Geração Distribuída e Microrredes Elétricas Inteligentes (REGMEI), Tomar, Julho 2014. [link]

J. Cunha, P. Coelho, A. Lopes, G. Pires (2014), "Sistema de Estacionamento Paralelo Automático", 2as Jornadas Ibero-Americanas em Geração Distribuída e Microrredes Elétricas Inteligentes (REGMEI), Tomar, Julho 2014. [link]

B. Carrilho, E. Ribeiro, T. Martins, P. Correia, G. Pires (2012), "A multi-sensorial interface for driving a motorized wheelchair", Matchmaking Research workshop, Guarda, 2012. [link]


Datasets and Code

 

  1. Statistical spatial filter 'Fisher Criterion Beamformer' (FCB) (Toolbox: Python and Matlab code and application example) FCB is a statistical spatial filter that allows to increase the discrimination of 2-class event related potentials (ERP) recorded through electroencephalogram (EEG). The Matlab code provides the FCB toolbox and an example to test it on 2 different datasets: - dataset 1 : P300 oddball elicited in a communication speller (LSC speller) - dataset 2 : Error-related potentials (ErrP) elicited to detect and correct errors in LSC speller.  Python and Matlab Code available at: https://github.com/gpiresML/FCB-spatial-filter  . See paper Neuroscience Methods
  2. EOG image representation and CNN code: A 9-class dataset of Electrooculographic (EOG) signals represented by RGB images and code to train and evaluate a CNN model. Available at [dataset and CNN code: github]. Associated to paper IEEE Access  , J. Perdiz, L. Garrote, G. Pires and U. J. Nunes
  3. DynamicNet Python Class. DynamicNet is a Python class that automatically creates PyTorch Neural Networks (Convolutional-Neural-Network or a Feed-Forward-Neural-Network) only specifying in input a dictionary of parameters. Feb 2021. Available at: Dynamic-PyTorch-Net github . Associated to A. Zancanaro - MSc Project "Machine and deep learning algorithms for the analysis of EEG signals for neuroscience and motor rehabilitation",  Supervisors: Gabriel Pires, Giulia Cisotto and Urbano Nunes
  4. Error-related potentials (Primary and secondary ErrP) and P300 event related potentials – BCI-Double-ErrP-Dataset , IEEE Dataport, 2020. [Online]. Available: http://dx.doi.org/10.21227/6wpz-g759 . Mar. 09, 2020. Associated to paper IEEE TNSRE. Aniana Cruz , Gabriel Pires, Urbano J. Nunes

 

Invited Talks and Lectures


G. Pires, Workshop: "Interfaces cérebro-computador para comunicação e controlo em indivíduos com limitações motoras graves", Encontro Nacional de Estudantes de Engenharia Biomédica (ENEEB), Faculdade de Ciências da Universidade de Lisboa, 24 Fevereiro de 2024 [Link]

Paula Amorim and G. Pires, "O binómio Homem-Máquina na reabilitação do AVC - computer assisted reahab | Brain computer interfaces". 18º Congresso Português do AVC, 1-3 de fevereiro de 2024, Porto, Portugal, (presented by Paula Amorim) [Livro de resumos]

G. Pires, "Interfaces Cérebro-Computador", Curso Futuro da Saúde - Aspetos legais, organizado pelo Centro de Direito Biomédico da Universidade de Coimbra e o Instituto Israelita de Ensino e Pesquisa - Albert Einstein - do Brasil, Instituto de Sistemas e Robótica, 24 de novembro, 2023

G. Pires, "Interfaces Cérebro-Computador: Presente e Futuro", Jornadas Científicas do IPT, Instituto Politécnico de Tomar, 19 de outubro de 2023

G. Pires , "Error-related potentials: methods and application", BCI & NEUROTECHNOLOGY SPRING SCHOOL 2023 April 17 – 26, 2023 (Vienna) [Program]

G. Pires, "Brain-computer interfaces: methods, applications and challenges", Seminário no âmbito do Mestrado em Fisiologia Clínica, Escola Superior de Tecnologia da Saúde de Coimbra: ESTESC, 13 de janeiro de 2023.

G. Pires, "Brain-computer interfaces", Dia Mundial da Esclerose Lateral Amiotrófica (ELA), associação portuguesa da ELA (APELA)  21 de junho de 2022 [Program]

G. Pires and Miguel Castelo-Branco (2022), "Error-related signals: from fundamental neuroscience to human-machine interaction", BCI & NEUROTECHNOLOGY SPRING SCHOOL 2022 April 25 – May 4, 2022 (Vienna) https://www.gtec.at/spring-school-2022/

G. Pires (2021), Keynote speaker - "Usabilidade de Interfaces Cérebro-Computador: fiabilidade e naturalidade de interação", BCI Neurotech Masterclass Portugal 1.0 - g.tec medical engineering GmbH, November 16th, 2021 [Program]

G. Pires (2021), "Contributo para a melhoria da usabilidade de interfaces cérebro-computador", 3º Congresso Nacional de Fisiologia Clínica, Coimbra, 15-17 October, 2021 [Program]

G. Pires, "Brain Computer Interfaces (BCI): HCMR-lab Activities", Workshop on "Brain-Computer Interfaces and Related Science & Technologies",  Coimbra, June 17, 2021 [Program]

G. Pires (2020),  key note speaker -  “A BCI combining collaborative control and self-paced operation towards a natural and minimum-effort wheelchair driving”, Virtual BR41N.IO Brain Computer Interface Designers’ Hackathon, during the BCI & Neurotechnology Summer School 2020, organized by g.tec medical engineering GmbH Austria, June 29- July 5, 2020 [Program]

G. Pires (2020), "VITASENIOR-MT – A tele-assistance solution applied to Aging", Annual Meeting 2020 "Saúde 4.0: desenhar a saúde de amanhã",  virtual participation, June 26, 2020 [Program]

G. Pires (2020), "Cyberglove-HT for virtual reality: main developments, achievements and outputs of HTPDIR project", Workshop HTPDIR - divulgação dos resultados do projecto HTPDIR, Tomar, January 30, 2020 [Program]

G. Pires (2019), "Towards natural BCI interaction: a case study of a brain-actuated wheelchair", g.tec's Brain-Computer Interface Workshop, Coimbra, November 15, 2019. [Program]

G. Pires (2019), "Solução de telessaúde para a população sénior baseada na interação com a TV", Workshop: A tecnologia ao serviço do envelhecimento ativo e saudável: telessaúde, telemonitorização, hospitalização domiciliária, terapêutica, bem-estar, socialização e atividade ocupacional, 15 de março de 2019, Tomar. [Program]

G. Pires (2019), "Solução de telessaúde para a população sénior baseada na interação com a TV", Workshop: A tecnologia ao serviço do envelhecimento ativo e saudável: telessaúde, telemonitorização, hospitalização domiciliária, terapêutica, bem-estar, socialização e atividade ocupacional, 15 de março de 2019, Tomar. [Program]

G. Pires (2019), "Vitasenior - plataforma de apoio ao independent living", 1º Meeting AGA@4Life - Abordagem geriátrica ampla, 9 de março de 2019, Lousã. [Program]

G. Pires (2018), "Senior healthcare assistance in Medio Tejo: a field experiment (VITASENIOR-MT)", Encontro Ciência 2018, Centro de Congressos de Lisboa, Lisboa, 2018. [Program]

G. Pires (2017), "Usability of Brain-Computer Interfaces in Clinical Context", - 2º Simpósio - Esclerose Lateral Amiotrófica, Faculdade de Farmácia da Universidade de Lisboa, 29 de abril 2017, [Program]

G. Pires (2017), Keynote Talk - "Reliability of P300-based Brain Computer Interfaces", 5th IEEE Portuguese Meeting on BioEngineering (IEEE-EMBS ENBENG’2017), Coimbra, 17.Feb.2017 [Program]

G. Pires (2016), “Controlo de dispositivos domóticos e acessibilidade em situações de distrofia muscular”, Fórum Politécnico em “Tecnologias de Reabilitação e Apoio para o Bem-Estar e Acessibilidades”, promovido pelo Conselho Coordenador dos Institutos Superiores Politécnicos (CCISP), em estreita colaboração com o Programa de modernização e valorização do ensino politécnico, promovido pelo MCTES, 29 de setembro de 2016 [Paper];

G. Pires (2016), Lecture “Introduction to Brain-Computer Interfaces (BCI)”, PDBEB Course (together with the Neuroscience course – PD Bioengineering, MIT-Portugal) - Neuronal Circuits & Behavior 2016, CNC - Center for Neuroscience and Cell Biology, University of Coimbra, and Seminar  “P300-based BCI as an assistive tool for individuals with motor disabilities: methods, challenges and applications”, April 22-29, 2016.

G. Pires (2016), “Aplicações de interfaces cérebro-computador”, 3as Jornadas de Fisioterapia da Escola Superior de Saúde Egas Moniz, Monte da Caparica, 12 de março 2016.

G. Pires (2015), “Gaze-independent BCI combining visual and natural auditory stimuli”, Workshop on Brain-Computer Interfaces for Neurorehabilitation-BCI-Neurorehab 2015, in conjunction with the Int. Congress on Neurotechnology, Electronics and Informatics - NEUROTECHNIX 2015, Lisbon, 17th November 2015.

G. Pires (2015), "Environment control with BCI", Internet of Things, Ciclo de Conferências em Engenharia Informática, Instituto Politécnico de Tomar, Tomar, 12-14 de maio de 2015.

G. Pires (2014), "BCI applications in movement disorders: Toward practical issues", Brain-Computer Interface Workshop & hands-on seminar: "Current and future applications of non-invasive and invasive BCIs", Organized by g.tec medical engineering (Austria) and IBILI - University of Coimbra (Portugal), Coimbra, 8th October 2014.

G. Pires (2014), "Classificação automática de sinais electroencefalográficos para interfaces cérebro-computador", I WORKSHOP on Computational Data Analysis and Numerical Methods (I WCDANM), Instituto Politécnico de Tomar, Tomar, 25 de julho de 2014.

G. Pires (2013), "Non-invasive Brain-Computer Interfaces: Overview and challenges", XX SINFO - Biotecnologia e Cibernética Aplicada à Saúde, Instituto Superior Técnico, Lisboa, 28 de fevereiro de 2013.

G. Pires (2013), " Workshop em Interfaces Homem-Máquina", II Congresso In4Med do NEM/AAC, Faculdade de Medicina da Universidade de Coimbra, Coimbra, 17 de fevereiro de 2013.

G. Pires (2010), "Interfaces Emergentes para a Melhoria da Acessibilidade de Pessoas com Paralisia Cerebral",  1ª Conferência Ciência e Qualidade de Vida na Paralisia Cerebral – 50 Anos em Portugal, Lisboa, 18 Dezembro, 2010.

 


 

Thesis

PhD Thesis: G. Pires,  "Biosignal Classification for Human Interface with Devices and Surrounding Environment", Department of Electrical Engineering, University of Coimbra, 2011 (supervisors: Prof. Urbano Nunes and Prof. Miguel Castelo-Branco) ( [Direct PDF download or from Official University Repository (see Errata of this version) )

 MSc Thesis: G. Pires, "Navegação Assistida de uma Cadeira de Rodas Controlada por Computador e com Interface de Voz" (portuguese), Department of Electrical Engineering, University of Coimbra, 2001 [PDF] (16MB) [PS] (48MB)

 “Licenciatura” graduation (5 years programme) Thesis: G. Pires, N. Martins, R. Almeida, "Optimização do Sistema Tri-Aural" (portuguese), Department of Electrical Engineering, University of Coimbra, 1995

 

Press

Gabriel Pires