Wildlife Monitoring on the Edge: A Performance Evaluation of Embedded Neural Networks on Microcontrollers for Animal Behavior Classification
Dominguez-Morales, Juan P, Duran-Lopez, Lourdes, Gutierrez-Galan, Daniel, Rios-Navarro, Antonio, Linares-Barranco, Alejandro, Jimenez-Fernandez, Angel
Published in Sensors (Basel, Switzerland) (23.04.2021)
Published in Sensors (Basel, Switzerland) (23.04.2021)
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Journal Article
Performance Evaluation of Deep Learning-Based Prostate Cancer Screening Methods in Histopathological Images: Measuring the Impact of the Model's Complexity on Its Processing Speed
Duran-Lopez, Lourdes, Dominguez-Morales, Juan P, Rios-Navarro, Antonio, Gutierrez-Galan, Daniel, Jimenez-Fernandez, Angel, Vicente-Diaz, Saturnino, Linares-Barranco, Alejandro
Published in Sensors (Basel, Switzerland) (05.02.2021)
Published in Sensors (Basel, Switzerland) (05.02.2021)
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Journal Article
Prediction of melanoma Breslow thickness using deep transfer learning algorithms
Hernández-Rodríguez, Juan-Carlos, Durán-López, Lourdes, Domínguez-Morales, Juan P, Ortiz-Álvarez, Juan, Conejo-Mir, Julián, Pereyra-Rodriguez, Jose-Juan
Published in Clinical and experimental dermatology (07.07.2023)
Published in Clinical and experimental dermatology (07.07.2023)
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Journal Article
IoT Device for Sitting Posture Classification Using Artificial Neural Networks
Luna-Perejón, Francisco, Montes-Sánchez, Juan Manuel, Durán-López, Lourdes, Vazquez-Baeza, Alberto, Beasley-Bohórquez, Isabel, Sevillano-Ramos, José L.
Published in Electronics (Basel) (01.08.2021)
Published in Electronics (Basel) (01.08.2021)
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Journal Article
A systematic comparison of deep learning methods for Gleason grading and scoring
Dominguez-Morales, Juan P., Duran-Lopez, Lourdes, Marini, Niccolò, Vicente-Diaz, Saturnino, Linares-Barranco, Alejandro, Atzori, Manfredo, Müller, Henning
Published in Medical image analysis (01.07.2024)
Published in Medical image analysis (01.07.2024)
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Journal Article
A systematic comparison of different machine learning models for the spatial estimation of air pollution
Cerezuela-Escudero, Elena, Montes-Sanchez, Juan Manuel, Dominguez-Morales, Juan Pedro, Duran-Lopez, Lourdes, Jimenez-Moreno, Gabriel
Published in Applied intelligence (Dordrecht, Netherlands) (01.12.2023)
Published in Applied intelligence (Dordrecht, Netherlands) (01.12.2023)
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Journal Article
Melanoma Breslow Thickness Classification using Ensemble-based Knowledge Distillation with Semi-supervised Convolutional Neural Networks
Dominguez-Morales, Juan P., Hernandez-Rodriguez, Juan-Carlos, Duran-Lopez, Lourdes, Conejo-Mir, Julian, Pereyra-Rodriguez, Jose-Juan
Published in IEEE journal of biomedical and health informatics (20.09.2024)
Published in IEEE journal of biomedical and health informatics (20.09.2024)
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Journal Article
Interfacing PDM MEMS Microphones with PFM Spiking Systems: Application for Neuromorphic Auditory Sensors
Gutierrez-Galan, Daniel, Rios-Navarro, Antonio, Dominguez-Morales, Juan Pedro, Duran-Lopez, Lourdes, Jimenez-Moreno, Gabriel, Jimenez-Fernandez, Angel
Published in Neural processing letters (01.04.2023)
Published in Neural processing letters (01.04.2023)
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Journal Article
Data-driven color augmentation for H&E stained images in computational pathology
Marini, Niccolò, Otalora, Sebastian, Wodzinski, Marek, Tomassini, Selene, Dragoni, Aldo Franco, Marchand-Maillet, Stephane, Morales, Juan Pedro Dominguez, Duran-Lopez, Lourdes, Vatrano, Simona, Müller, Henning, Atzori, Manfredo
Published in Journal of pathology informatics (01.01.2023)
Published in Journal of pathology informatics (01.01.2023)
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Journal Article
Data-driven color augmentation for H E stained images in computational pathology
Niccolò Marini, Sebastian Otalora, Marek Wodzinski, Selene Tomassini, Aldo Franco Dragoni, Stephane Marchand-Maillet, Juan Pedro Dominguez Morales, Lourdes Duran-Lopez, Simona Vatrano, Henning Müller, Manfredo Atzori
Published in Journal of pathology informatics (01.01.2023)
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Published in Journal of pathology informatics (01.01.2023)
Journal Article
Efficient Memory Organization for DNN Hardware Accelerator Implementation on PSoC
Rios-Navarro, Antonio, Gutierrez-Galan, Daniel, Dominguez-Morales, Juan Pedro, Piñero-Fuentes, Enrique, Duran-Lopez, Lourdes, Tapiador-Morales, Ricardo, Dominguez-Morales, Manuel Jesús
Published in Electronics (Basel) (01.01.2021)
Published in Electronics (Basel) (01.01.2021)
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Journal Article
Implementing a Distance Estimator for a Wildlife Tracking System Based on 802.15.4
Cascado-Caballero, Daniel, Duran-Lopez, Lourdes, Dominguez-Morales, Juan Pedro, Gutierrez-Galan, Daniel, Amaya-Rodriguez, Claudio, Dominguez-Morales, Manuel
Published in Electronics (Basel) (01.12.2019)
Published in Electronics (Basel) (01.12.2019)
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Journal Article
An Automated Fall Detection System Using Recurrent Neural Networks
Luna-Perejon, Francisco, Civit-Masot, Javier, Amaya-Rodriguez, Isabel, Duran-Lopez, Lourdes, Dominguez-Morales, Juan Pedro, Civit-Balcells, Anton, Linares-Barranco, Alejandro
Published in Artificial Intelligence in Medicine (2019)
Published in Artificial Intelligence in Medicine (2019)
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Book Chapter
Wide & Deep neural network model for patch aggregation in CNN-based prostate cancer detection systems
Duran-Lopez, Lourdes, Dominguez-Morales, Juan P, Gutierrez-Galan, Daniel, Rios-Navarro, Antonio, Jimenez-Fernandez, Angel, Vicente-Diaz, Saturnino, Linares-Barranco, Alejandro
Published in arXiv.org (20.05.2021)
Published in arXiv.org (20.05.2021)
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Paper
Journal Article
ResNet
Amaya-Rodriguez, Isabel, Amaya-Rodriguez, Isabel, Civit-Masot, Javier, Luna-Perejon, Francisco, Duran-Lopez, Lourdes, Rakhlin, Alexander, Nikolenko, Sergey, Kondo, Satoshi, Laiz, Pablo, Vitrià, Jordi, Seguí, Santi, Brandao, Patrick
Published in Computer-Aided Analysis of Gastrointestinal Videos (2021)
Published in Computer-Aided Analysis of Gastrointestinal Videos (2021)
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Book Chapter