Browsing by Author "Domínguez Morales, Manuel Jesús"
Now showing items 1-20 of 104
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Article
A Binaural Neuromorphic Auditory Sensor for FPGA: A Spike Signal Processing Approach
(IEEE Computer Society, 2017)This paper presents a new architecture, design flow, and field-programmable gate array (FPGA) implementation analysis ...
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PhD Thesis
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 ...
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Article
A Deep-Learning Based Posture Detection System for Preventing Telework-Related Musculoskeletal Disorders
(MDPI, 2021)The change from face-to-face work to teleworking caused by the pandemic has induced multiple workers to spend more time ...
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Presentation
A Microcontroller Based System for Controlling Patient Respiratory Guidelines
(Springer, 2017)The need of making improvements in obtaining (in a non-invasive way) and monitoring the breathing rate parameters in a ...
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Article
A PCI AER Co-Processor Evaluation Based on CPUs Performance Counters
(JIT Editorial Office, Library and Information Center, National Dong Hwa University, 2012)Image processing in digital computer systems usually considers the visual information as a sequence of frames. These frames ...
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Presentation
A perfomance comparison study between synchronous and asynchronous FPGA for spike based systems. Under the AER synthetic generation
(IEEE Computer Society, 2011)Neuromorphic engineering tries to mimic biology in information processing. Address-Event Representation (AER) is a ...
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Article
A Robust Ensemble of Convolutional Neural Networks for the Detection of Monkeypox Disease from Skin Images
(MDPI, 2023-08)Monkeypox is a smallpox-like disease that was declared a global health emergency in July 2022. Because of this resemblance, ...
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Presentation
A Sensor Fusion Horse Gait Classification by a Spiking Neural Network on SpiNNaker
(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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Article
A study on the use of Edge TPUs for eye fundus image segmentation
(Elsevier, 2021)Medical image segmentation can be implemented using Deep Learning methods with fast and efficient segmentation networks. ...
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Presentation
Accuracy Improvement of Neural Networks Through Self-Organizing-Maps over Training Datasets
(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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Presentation
AER Spiking Neuron Computation on GPUs: The Frame-to-AER Generation
(Springer, 2011)Neuro-inspired processing tries to imitate the nervous system and may resolve complex problems, such as visual recognition. ...
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Article
Affective State Assistant for Helping Users with Cognition Disabilities Using Neural Networks
(MDPI, 2020-09)Non-verbal communication is essential in the communication process. This means that its lack can cause misinterpretations ...
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Presentation
An AER to CAN Bridge for Spike-Based Robot Control
(Springer, 2011)Address-Event-Representation (AER) is a bio-inspired communication protocol between chips. A set of AER sensors (retina ...
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Presentation
An Approach to Distance Estimation with Stereo Vision Using Address-Event-Representation
(Springer, 2011)Image processing in digital computer systems usually considers the visual information as a sequence of frames. These ...
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Article
Analysis of source code metrics from ns-2 and ns-3 network simulators
(Elsevier, 2011)Ns-2 and its successor ns-3 are discrete-event simulators which are closely related to each other as they share common ...
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Article
AnkFall—Falls, Falling Risks and Daily-Life Activities Dataset with an Ankle-Placed Accelerometer and Training Using Recurrent Neural Networks
(MDPI, 2021)Falls are one of the leading causes of permanent injury and/or disability among the elderly. When these people live alone, ...
- Career Final Project
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Presentation
Application-transparent integration of simulation tools in a WSN development environment
(IEEE Computer Society, 2011)The use of simulation tools in the development of new Wireless Sensor Networks protocols and applications should be ...
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Presentation
Aprendizaje Basado en Proyectos: Implementación de Interfaces Gráficas para microcontroladores ARM
(Asociación de Enseñantes Universitarios de la Informática (AENUI), 2014)ste artículo presenta la metodología empleada para dotar a nuestros alumnos, alumnos de la asignatura Diseño con ...