• Article
  

  IoT Device for Sitting Posture Classification Using Artificial Neural Networks 

  Luna Perejón, Francisco; Montes Sánchez, Juan Manuel; Durán López, Lourdes; Vázquez Baeza, Alberto; Beasley Bohórquez, Isabel; Sevillano Ramos, José Luis (MDPI, 2021)

  Nowadays, the percentage of time that the population spends sitting has increased substantially due to the use of computers ...

• Article
  

  A Deep-Learning Based Posture Detection System for Preventing Telework-Related Musculoskeletal Disorders 

  Piñero Fuentes, Enrique; Canas Moreno, Salvador; Ríos Navarro, José Antonio; Domínguez Morales, Manuel Jesús; Sevillano Ramos, José Luis; Linares Barranco, Alejandro (MDPI, 2021)

  The change from face-to-face work to teleworking caused by the pandemic has induced multiple workers to spend more time ...

• Article
  

  Real-time detection of bursts in neuronal cultures using a Neuromorphic Auditory Sensor and Spiking Neural Networks 

  Domínguez Morales, Juan Pedro; Buccelli, Stefano; Gutiérrez Galán, Daniel; Colombi, Ilaria; Jiménez Fernández, Ángel Francisco; Chiappalone, Michela (Elsevier, 2021-08)

  The correct identi cation of burst events is crucial in many scenarios, ranging from basic neuroscience to biomedical ...

• Article
  

  Real-time detection of uncalibrated sensors using Neural Networks 

  Muñoz-Molina, Luis J.; Cazorla-Piñar, Ignacio; Domínguez Morales, Juan Pedro; Pérez-Peña, Fernando (Cornell University, 2021)

  Nowadays, sensors play a major role in several contexts like science, industry and daily life which benefit of their use. ...

• Article
  

  A Cellular Automata Agent-Based Hybrid Simulation Tool to Analyze the Deployment of Electric Vehicle Charging Stations 

  García Suárez, Amaro; Guisado Lízar, José Luís; Díaz del Río, Fernando; Jiménez Morales, Francisco (MDPI, 2021)

  We present a hybrid model combining cellular automata (CA) and agent-based modeling (ABM) to analyze the deployment of ...

• Article
  

  Efficient Memory Organization for DNN Hardware Accelerator Implementation on PSoC 

  Ríos Navarro, José Antonio; Gutiérrez Galán, Daniel; Domínguez Morales, Juan Pedro; Piñero-Fuentes, Enrique; Durán López, Lourdes; Tapiador Morales, Ricardo; Domínguez Morales, Manuel Jesús (MDPI, 2021-01)

  The use of deep learning solutions in different disciplines is increasing and their algorithms are computationally expensive ...

• Article
  

  Parallel connected-Component-Labeling based on homotopy trees 

  Díaz del Río, Fernando; Sánchez Cuevas, Pablo; Molina Abril, Helena; Real Jurado, Pedro (Elsevier, 2020)

  Taking advantage of the topological and isotopic properties of binary digital images, we present here anew algorithm for ...

• Article
  

  Generating (co)homological information using boundary scale 

  Molina Abril, Helena; Real Jurado, Pedro; Díaz del Río, Fernando (Elsevier, 2020)

  In this paper we develop a new computational technique called boundary scale-space theory. This tech- nique is based on ...

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  Wildlife Monitoring on the Edge: A Performance Evaluation of Embedded Neural Networks on Microcontrollers for Animal Behavior Classification 

  Domínguez Morales, Juan Pedro; Durán López, Lourdes; Gutiérrez Galán, Daniel; Ríos Navarro, José Antonio; Linares Barranco, Alejandro; Jiménez Fernández, Ángel Francisco (MDPI, 2021-04)

  Monitoring animals’ behavior living in wild or semi-wild environments is a very interesting subject for biologists who ...

• Article
  

  AnkFall—Falls, Falling Risks and Daily-Life Activities Dataset with an Ankle-Placed Accelerometer and Training Using Recurrent Neural Networks 

  Luna Perejón, Francisco; Muñoz Saavedra, Luis; Civit Masot, Javier; Civit Balcells, Antón; Domínguez Morales, Manuel Jesús (MDPI, 2021)

  Falls are one of the leading causes of permanent injury and/or disability among the elderly. When these people live alone, ...

• Article
  

  Neuromorphic Low-Power Inference on Memristive Crossbars With On-Chip Offset Calibration 

  Mohan, Charanraj; Camuñas Mesa, Luis Alejandro; Rosa, José M. de la; Vianello, Elisa; Serrano Gotarredona, María Teresa; Linares Barranco, Bernabé (IEEE, 2021-03)

  Monolithic integration of silicon with nano-sized Redox-based resistive Random-Access Memory (ReRAM) devices opened the ...

• Article
  

  A Research Roadmap: Connected Health as an Enabler of Cancer Patient Support 

  Ruiz Signorelli, Gabriel; Lehocki, Fedor; Mora Fernández, Matilde; O'Neill, Gillian; O'Connor, Dominic; Brennan, Louise; Monteiro Guerra, Francisco; Rivero Rodríguez, Alejandro; Hors Fraile, Santiago; Muñoz Penas, Juan; Bonjorn Dalmau, Mercé; Mota, Jorge; Oliveira, Ricardo B.; Mrinakova, Bela; Putekova, Silvia; Muro, Naiara; Zambrana, Francisco; García Gómez, Juan M. (JMIR Publications, 2019)

  The evidence that quality of life is a positive variable for the survival of cancer patients has prompted the interest of ...

• Article
  

  PROMETEO: A CNN-based computer-aided diagnosis system for WSI prostate cancer detection 

  Durán López, Lourdes; Domínguez Morales, Juan Pedro; Conde Martín, A.F.; Vicente Díaz, Saturnino; Linares Barranco, Alejandro (IEEE Computer Society, 2020)

  Prostate cancer is currently one of the most commonly-diagnosed types of cancer among males. Although its death rate has ...

• Article
  

  Dual Machine-Learning system to aid Glaucoma Diagnosis using disc and cup feature extraction. 

  Civit Masot, Javier; Domínguez Morales, Manuel Jesús; Vicente Díaz, Saturnino; Civit Balcells, Antón (IEEE Computer Society, 2020)

  Glaucoma is a degenerative disease that affects vision, causing damage to the optic nerve that ends in vision loss. The ...

• Article
  

  Methodology for Distributed-ROM-based Implementation of Finite State Machines 

  Senhadji Navarro, Raouf; García Vargas, Ignacio (Institute of Electrical and Electronics Engineers, 2020-11-24)

  This brief explores the optimization of distributed-ROM-based Finite State Machine (FSM) implementations as an alternative ...

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  Affective State Assistant for Helping Users with Cognition Disabilities Using Neural Networks 

  Muñoz Saavedra, Luis; Luna Perejón, Francisco; Civit Masot, Javier; Miró Amarante, María Lourdes; Civit Balcells, Antón; Domínguez Morales, Manuel Jesús (MDPI, 2020-09)

  Non-verbal communication is essential in the communication process. This means that its lack can cause misinterpretations ...

• Article
  

  Does Two-Class Training Extract Real Features? A COVID-19 Case Study 

  Muñoz Saavedra, Luis; Civit Masot, Javier; Luna Perejón, Francisco; Domínguez Morales, Manuel Jesús; Civit Balcells, Antón (MDPI, 2021-01)

  Diagnosis aid systems that use image analysis are currently very useful due to the large workload of health professionals ...

• Article
  

  Event-Based Gesture Recognition through a Hierarchy of Time-Surfaces for FPGA 

  Tapiador Morales, Ricardo; Maro, Jean-Matthieu; Jiménez Fernández, Ángel Francisco; Jiménez Moreno, Gabriel; Benosman, Ryad B.; Linares Barranco, Alejandro (MDPI, 2020-06)

  Neuromorphic vision sensors detect changes in luminosity taking inspiration from mammalian retina and providing a stream ...

• 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 

  Durán López, Lourdes; Domínguez Morales, Juan Pedro; Ríos Navarro, José Antonio; Gutiérrez Galán, Daniel; Jiménez Fernández, Ángel Francisco; Vicente Díaz, Saturnino; Linares Barranco, Alejandro (MDPI, 2021-01)

  Prostate cancer (PCa) is the second most frequently diagnosed cancer among men worldwide, with almost 1.3 million new cases ...

• Article
  

  Evaluation of user satisfaction and usability of a mobile app for smoking cessation 

  Luna Perejón, Francisco; Malwade, Shwetambara; Styliadis, Charis; Civit Masot, Javier; Cascado Caballero, Daniel; Konstantinidis, Evdokimos; Syed Abdul, Shabbir; Bamidis, Panagiotis D.; Civit Balcells, Antón; Li, Yuchuan (Elsevier, 2019)

  Background Mobile apps have a great potential to support patients in healthcare, and to encourage healthy behavioral ...

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