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2022 IEEE ANDESCON: Technology and Innovation for Andean Industry, ANDESCON 2022(3)
2018 IEEE 3rd Ecuador Technical Chapters Meeting, ETCM 2018(2)
IFAC-PapersOnLine(2)
2020 IEEE International Conference on E-Health Networking, Application and Services, HEALTHCOM 2020(1)
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Ciencias de la computación(3)
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BCI system using a novel processing technique based on electrodes selection for hand prosthesis control
Conference ObjectAbstract: This work proposes an end-to-end model architecture, from feature extraction to classification usingPalabras claves:Bio-signals analysis, Brain computer interface, Embedded Systems, Fpga, Neural networksAutores:Alisson Constantine, Diego Hernán Peluffo-Ordóñez, Enrique Pelaez, Francis R. Loayza, Victor Asanza ArmijosFuentes:scopusA 3D-Printed EEG based prosthetic arm
Conference ObjectAbstract: Nowadays, with the use of 3D printers, the upper limb prosthesis is more available, mainly the myoelPalabras claves:3D-printed, Brain-Computer Interface, Electroencephalographic, Neurosky, Prosthetic ArmAutores:Francis R. Loayza, Fuentes-Gonzalez J., Infante-Alarcon A., Victor Asanza ArmijosFuentes:googlescopusFault Diagnosing for Electric Motors Based in Noise Data Classification Using Deep Learning
Conference ObjectAbstract: Timely detection of potential engine failures is essential for preventive maintenance of equipment.Palabras claves:Audio Anomaly Classification, deep learning, Engine Failures, Spectrogram AnalysisAutores:Enrique Pelaez, Francis R. Loayza, Josue Davalos Carrera, Paulette Vazquez MatuteFuentes:scopusElectrooculography Signals Classification for FPGA-based Human-Computer Interaction
Conference ObjectAbstract: Electrooculographic techniques are applied in the development of new technologies that compensate foPalabras claves:Electrooculography, Fpga, Human-computer InteractionAutores:Diego Hernán Peluffo-Ordóñez, Enrique Pelaez, Francis R. Loayza, Jesus Miranda, Leiber Rivas, Miranda J., Otilia Alejandro, Victor Asanza ArmijosFuentes:scopusEMG Signal Processing with Clustering Algorithms for motor gesture Tasks
Conference ObjectAbstract: Recent research shows the possibility of using electromyography (EMG) electrical signals to controlPalabras claves:Butterworth Filter, DBscan, Electromyography, Fast fourier transform, hierarchical-clustering, K-MeansAutores:Diaz J., Edwin Valarezo Anazco, Enrique Pelaez, Francis R. Loayza, Mesa I., Victor Asanza ArmijosFuentes:scopusSSVEP-EEG signal classification based on emotiv EPOC BCI and raspberry pi
Conference ObjectAbstract: This work presents the experimental design for recording Electroencephalography (EEG) signals in 20Palabras claves:Brain computer interface, classification, Data acquisition, Machine learning, SSVEP-EEG, XGBoostAutores:Enrique Pelaez, Félix Rosales-Uribe, Francis R. Loayza, Hector Trivino-Gonzalez, Jamil Torres-Brunes, Karla Avilés-Mendoza, Raquel Tinoco-Egas, Ricardo Cajo, Victor Asanza ArmijosFuentes:scopusPre-operative patient-specific alloplastic implant design and manufacturing: Cranioplasty application
Conference ObjectAbstract: Cranial defects are often result of decompressive craniotomies performed after brain injuries, tumorPalabras claves:alloplastic implant, cranioplasty, Free SoftwareAutores:Francis R. Loayza, Jaqueline Litardo, livingston D. Castro, Luis Nunez-Idrovo, Mora H., Sola-Mora J.Fuentes:scopusSupervised Machine Learning Applied to Non-Invasive EMG Signal Classification for an Anthropomorphic Robotic Hand
Conference ObjectAbstract: Advances in hardware development have created robotic hands able to mimic the appearance and functioPalabras claves:Anthropomorphic robotic hand, Artificial Neural Network, EMG Data Classification, EMG Machine LearningAutores:Alexander Saravia-Avila, Bolivar Nunez-Montoya, Edwin Valarezo Anazco, Efrain Teran, Francis R. Loayza, Mauricio Valarezo AnazcoFuentes:scopus