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Tesis Doctoral
Neuromorphic auditory computing: towards a digital, event-based implementation of the hearing sense for robotics
(2022-09-23)
In this work, it is intended to advance on the development of the neuromorphic audio processing systems in robots through the implementation of an open-source neuromorphic cochlea, event-based models of primary auditory ...
Tesis Doctoral
Estudio y aplicación de la teoría psicofisiológica de la emoción para la detección y clasificación del estado afectivo del usuario mediante técnicas de Machine Learning para el apoyo en procesos de rehabilitación
(2022-10-14)
En este trabajo se realiza una contribución a los sistemas automáticos de detección y clasificación de emociones, con el fin de ayudar a la adherencia en los procesos de rehabilitación. Para ello se sigue un proceso ...
Tesis Doctoral
A Contribution to Deep Learning based Medical Image Diagnosis Aids
(2020-11-13)
In this work, an in-depth study about the use of Deep Learning techniques to support healthcare professionals for the recognition of pathologies using medical images is carried out. Most of the research presented in ...
Tesis Doctoral
Estudio e integración en sistemas empotrados de algoritmos de Aprendizaje Supervisado basados en Redes Neuronales Artificiales para el análisis de perturbaciones y eventos asociados a la marcha
(2020-11-13)
En este trabajo se contribuye al avance en el análisis de aspectos asociados a la marcha para la identificación de anomalías en la misma y de eventos de peligro, mediante el uso de algoritmos de Aprendizaje Supervisado ...
Tesis Doctoral
Health Recommender Systems for Behavior Change: Exploring their Potential for Smoking Cessation
(2022-03-24)
Smoking has several harmful effects on our health and affects our organs, leading to the incidence of many life-threatening diseases. Furthermore, it is one of the most preventable causes of death. ...
Tesis Doctoral
Memristor Based Event Driven Neuromorphic Nano-CMOS Processor
(2021-02-19)
‘Neuromorphic engineering’ has been showing significant developments in recent days. The word ‘neuromorphic’ was first coined by Caver Mead, which is morphing biological brain on-chip [1]. The main idea is to use the ...
Tesis Doctoral
Deep Learning-based Computer-Aided Diagnosis systems: a contribution to prostate cancer detection in histopathological images
(2021-07-20)
In this work, novel computer-aided diagnosis systems for medical image analysis focusing on prostate cancer are proposed and implemented. First, the histopathology of prostate cancer was studied, along with the Gleason ...