Now showing items 1-20 of 49

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      A 20Mevps/32Mev event-based USB framework for neuromorphic systems debugging 

      Ríos Navarro, José Antonio; Domínguez Morales, Juan Pedro; Tapiador Morales, Ricardo; Gutiérrez Galán, Daniel; Jiménez Fernández, Ángel Francisco; Linares Barranco, Alejandro (IEEE Computer Society, 2016)
      Neuromorphic systems are engineering solutions that take inspiration from biological neural systems. They use spike-or ...
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      A Low-power, Reachable, Wearable and Intelligent IoT Device for Animal Activity Monitoring 

      Durán López, Lourdes; Gutiérrez Galán, Daniel; Domínguez Morales, Juan Pedro; Ríos Navarro, José Antonio; Tapiador Morales, Ricardo; Jiménez Fernández, Ángel Francisco; Cascado Caballero, Daniel; Linares Barranco, Alejandro (ScitePress Digital Library, 2019)
      Along with the proliferation of mobile devices and wireless signal coverage, IoT devices, such as smart wristbands for ...
    • Presentation
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      A Protocol Generator Tool for Automatic In-Vitro HPV Robotic Analysis 

      Domínguez Morales, Juan Pedro; Jiménez Fernández, Ángel Francisco; Vicente Díaz, Saturnino; Linares Barranco, Alejandro; Olmo Sevilla, Asunción; Fernández Enríquez, Antonio (Springer, 2017)
      Human Papilloma Virus (HPV) could develop precancerous lesions and invasive cancer, as it is the main cause of nearly all ...
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      A Sensor Fusion Horse Gait Classification by a Spiking Neural Network on SpiNNaker 

      Ríos Navarro, José Antonio; Domínguez Morales, Juan Pedro; Tapiador Morales, Ricardo; Domínguez Morales, Manuel Jesús; Jiménez Fernández, Ángel Francisco; Linares Barranco, Alejandro (Springer, 2016)
      The study and monitoring of the behavior of wildlife has always been a subject of great interest. Although many systems ...
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      A SpiNNaker Application: Design, Implementation and Validation of SCPGs 

      Cuevas Arteaga, Brayan; Domínguez Morales, Juan Pedro; Rostro González, Horacio; Espinal, Andrés; Jiménez Fernández, Ángel Francisco; Gómez Rodríguez, Francisco de Asís; Linares Barranco, Alejandro (Springer, 2017)
      In this paper, we present the numerical results of the implementation of a Spiking Central Pattern Generator (SCPG) on a ...
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      Accuracy Improvement of Neural Networks Through Self-Organizing-Maps over Training Datasets 

      Gutiérrez Galán, Daniel; Domínguez Morales, Juan Pedro; Tapiador Morales, Ricardo; Ríos Navarro, José Antonio; Domínguez Morales, Manuel Jesús; Jiménez Fernández, Ángel Francisco; Linares Barranco, Alejandro (Springer, 2017)
      Although it is not a novel topic, pattern recognition has become very popular and relevant in the last years. Different ...
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      An Automated Fall Detection System Using Recurrent Neural Networks 

      Luna Perejón, Francisco; Civit Masot, Javier; Amaya Rodríguez, Isabel; Durán López, Lourdes; Domínguez Morales, Juan Pedro; Civit Balcells, Antón; Linares Barranco, Alejandro (Springer, 2019)
      Falls are the most common cause of fatal injuries in elderly people, causing even death if there is no immediate assistance. ...
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      Breast Cancer Automatic Diagnosis System using Faster Regional Convolutional Neural Networks 

      Durán López, Lourdes; Domínguez Morales, Juan Pedro; Amaya Rodríguez, Isabel; Luna Perejón, Francisco; Civit Masot, Javier; Vicente Díaz, Saturnino; Linares Barranco, Alejandro (ScitePress Digital Library, 2019)
      Breast cancer is one of the most frequent causes of mortality in women. For the early detection of breast cancer, the ...
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      Clasificación de tumores en cáncer de mama basado en redes neuronales de convolución 

      Durán López, Lourdes; Domínguez Morales, Juan Pedro; Luna Perejón, Francisco; Amaya Rodríguez, Isabel; Civit Masot, Javier; Vicente Díaz, Saturnino; Linares Barranco, Alejandro (3 ciencias. Área de Innovación y Desarrollo,S.L., 2019)
      El cáncer de mama es una de las causas más frecuentes de mortalidad en las mujeres. Con la llegada de los sistemas ...
    • Article
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      COVID-XNet: a custom Deep Learning system to diagnose and locate COVID-19 in chest X-ray images 

      Durán López, Lourdes; Domínguez Morales, Juan Pedro; Corral Jaime, Jesús; Vicente Díaz, Saturnino; Linares Barranco, Alejandro (MDPI, 2020-08)
      The COVID-19 pandemic caused by the new coronavirus SARS-CoV-2 has changed the world as we know it. An early diagnosis is ...
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      Deep Neural Networks for the Recognition and Classification of Heart Murmurs Using Neuromorphic Auditory Sensors 

      Domínguez Morales, Juan Pedro; Jiménez Fernández, Ángel Francisco; Domínguez Morales, Manuel Jesús; Jiménez Moreno, Gabriel (IEEE Computer Society, 2017)
      Auscultation is one of the most used techniques for detecting cardiovascular diseases, which is one of the main causes of ...
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      Deep Spiking Neural Network model for time-variant signals classification: a real-time speech recognition approach 

      Domínguez Morales, Juan Pedro; Liu, Qian; James, Robert; Gutiérrez Galán, Daniel; Jiménez Fernández, Ángel Francisco; Davidson, Simón; Furber, Steve B. (IEEE Computer Society, 2018)
      Speech recognition has become an important task to improve the human-machine interface. Taking into account the limitations ...
    • Final Degree Project
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      Diseño de un sistema IoT de bajo coste para accionamiento automático/manual bajo protocolo Wifi 802.11 

      Pérez Fernández, Pablo (2022-06)
      Este TFG se centra en al ámbito de la domótica, es decir, el conjunto de tecnologías y sistemas capaces de automatizar ...
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      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 ...
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      Embedded neural network for real-time animal behavior classification 

      Gutiérrez Galán, Daniel; Domínguez Morales, Juan Pedro; Cerezuela Escudero, Elena; Ríos Navarro, José Antonio; Tapiador Morales, Ricardo; Rivas Pérez, Manuel; Domínguez Morales, Manuel Jesús; Jiménez Fernández, Ángel Francisco; Linares Barranco, Alejandro (Elsevier, 2018)
      Recent biological studies have focused on understanding animal interactions and welfare. To help biolo- gists to obtain ...
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      Event-based Row-by-Row Multi-convolution engine for Dynamic-Vision Feature Extraction on FPGA 

      Tapiador Morales, Ricardo; Ríos Navarro, José Antonio; Domínguez Morales, Juan Pedro; Gutiérrez Galán, Daniel; Domínguez Morales, Manuel Jesús; Jiménez Fernández, Ángel Francisco; Linares Barranco, Alejandro (IEEE Computer Society, 2018)
      Neural networks algorithms are commonly used to recognize patterns from different data sources such as audio or vision. ...
    • Chapter of Book
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      Exoesqueleto para rehabilitación de miembro superior 

      Vecino Torres, Rocío; Durán López, Lourdes; Gutiérrez Galán, Daniel; Domínguez Morales, Juan Pedro; Domínguez Morales, Manuel Jesús (3ciencias, 2022-02-03)
      Múltiples lesiones neurológicas, como los Accidentes Cardíacos Vasculares (ACV), provocan una degeneración y/o atrofia de ...
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      Glioma Diagnosis Aid through CNNs and Fuzzy-C Means for MRI 

      Amaya Rodríguez, Isabel; Durán López, Lourdes; Luna Perejón, Francisco; Civit Masot, Javier; Domínguez Morales, Juan Pedro; Vicente Díaz, Saturnino; Civit Balcells, Antón; Cascado Caballero, Daniel; Linares Barranco, Alejandro (ScitePress Digital Library, 2019)
      Glioma is a type of brain tumor that causes mortality in many cases. Early diagnosis is an important factor. Typically, ...
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      Implementing a Distance Estimator for a Wildlife Tracking System Based on 802.15.4 

      Cascado Caballero, Daniel; Durán López, Lourdes; Domínguez Morales, Juan Pedro; Gutiérrez Galán, Daniel; Amaya Rodríguez, Claudio Antonio; Domínguez Morales, Manuel Jesús (MDPI, 2019)
      In this work, a novel distance estimation mechanism using received signal strength indication (RSSI) signals with ZigBee ...
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      Interfacing PDM sensors with PFM spiking systems: application for Neuromorphic Auditory Sensors 

      Jiménez Fernández, Ángel Francisco; Domínguez Morales, Juan Pedro; Gutiérrez Galán, Daniel; Ríos Navarro, José Antonio; Tapiador Morales, Ricardo; Linares Barranco, Alejandro (Cornell University, 2019)
      In this paper we present a sub-system to convert audio information from low-power MEMS microphones with pulse density ...