Arquitectura y Tecnología de Computadores
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Article
IoT Device for Sitting Posture Classification Using Artificial Neural Networks
(MDPI, 2021)Nowadays, the percentage of time that the population spends sitting has increased substantially due to the use of computers ...
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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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Article
Real-time detection of bursts in neuronal cultures using a Neuromorphic Auditory Sensor and Spiking Neural Networks
(Elsevier, 2021-08)The correct identi cation of burst events is crucial in many scenarios, ranging from basic neuroscience to biomedical ...
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Article
Real-time detection of uncalibrated sensors using Neural Networks
(Cornell University, 2021)Nowadays, sensors play a major role in several contexts like science, industry and daily life which benefit of their use. ...
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Presentation
Implementation of binary stochastic STDP learning using chalcogenide-based memristive devices
(IEEE, 2021-04)The emergence of nano-scale memristive devices encouraged many different research areas to exploit their use in multiple ...
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Presentation
Experimental Body-input Three-stage DC offset Calibration Scheme for Memristive Crossbar
(IEEE, 2020)Reading several ReRAMs simultaneously in a neuromorphic circuit increases power consumption and limits scalability. Applying ...
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Article
A Cellular Automata Agent-Based Hybrid Simulation Tool to Analyze the Deployment of Electric Vehicle Charging Stations
(MDPI, 2021)We present a hybrid model combining cellular automata (CA) and agent-based modeling (ABM) to analyze the deployment of ...
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Article
Efficient Memory Organization for DNN Hardware Accelerator Implementation on PSoC
(MDPI, 2021-01)The use of deep learning solutions in different disciplines is increasing and their algorithms are computationally expensive ...
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Article
Parallel connected-Component-Labeling based on homotopy trees
(Elsevier, 2020)Taking advantage of the topological and isotopic properties of binary digital images, we present here anew algorithm for ...
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Article
Generating (co)homological information using boundary scale
(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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Article
Wildlife Monitoring on the Edge: A Performance Evaluation of Embedded Neural Networks on Microcontrollers for Animal Behavior Classification
(MDPI, 2021-04)Monitoring animals’ behavior living in wild or semi-wild environments is a very interesting subject for biologists who ...
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Presentation
Incremental Learning For Fundus Image Segmentation
(IARIA XPS Press, 2020-03-22)Automated Fundus image segmentation is tradition-ally done in the image acquisition instrument and, thus, in thiscase it ...
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Presentation
Lower-Limb Falling Detection System Using Gated Recurrent Neural Networks
(IARIA XPS Press, 2020-03-22)Accidental falls are one of the most common causes of premature disability and mortality related to unnatural causes. This ...
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Presentation
EMG-Controlled Robotic Prosthetic Arm With Neural Network Training
(IARIA XPS Press, 2020-03-22)The project consists of the creation of a roboticarm controlled remotely through a brace developed by ThalmicLabs, able ...
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PhD Thesis
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 ...
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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, ...
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Article
Neuromorphic Low-Power Inference on Memristive Crossbars With On-Chip Offset Calibration
(IEEE, 2021-03)Monolithic integration of silicon with nano-sized Redox-based resistive Random-Access Memory (ReRAM) devices opened the ...
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Article
A Research Roadmap: Connected Health as an Enabler of Cancer Patient Support
(JMIR Publications, 2019)The evidence that quality of life is a positive variable for the survival of cancer patients has prompted the interest of ...
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Article
PROMETEO: A CNN-based computer-aided diagnosis system for WSI prostate cancer detection
(IEEE Computer Society, 2020)Prostate cancer is currently one of the most commonly-diagnosed types of cancer among males. Although its death rate has ...
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Article
Dual Machine-Learning system to aid Glaucoma Diagnosis using disc and cup feature extraction.
(IEEE Computer Society, 2020)Glaucoma is a degenerative disease that affects vision, causing damage to the optic nerve that ends in vision loss. The ...