Artículos (Arquitectura y Tecnología de Computadores)
Recent Submissions
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Article
Analysis of Connectome Graphs Based on Boundary Scale
(MDPI, 2023-10)The purpose of this work is to advance in the computational study of connectome graphs from a topological point of view. ...
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Article
Bioinspired Spike-Based Hippocampus and Posterior Parietal Cortex Models for Robot Navigation and Environment Pseudomapping
(John Wiley and Sons Inc, 2023)The brain has great capacity for computation and efficient resolution of complex problems, far surpassing modern computers. ...
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Article
Transfer of innovation - using research tools for engineering education
(World Institute for Engineering and Technology Educationn (WIETE), 2013)In this article, the authors show how, in the pursuit of research results, they can obtain excellent tools and data for ...
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Article
A New Approach for Implementing Finite State Machines with Input Multiplexing
(MDPI, 2023-09)The model called Finite State Machine with Input Multiplexing (FSMIM) was proposed as a mechanism for implementing Finite ...
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Article
Assistive environments: Integration of heterogenous networks to support Ambient Intelligence
(Springer New York LLC, 2005)In the last decade, Assistive Technology researchers have studied and developed accessible and adaptable environments ...
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Presentation
LIPSFUS: A neuromorphic dataset for audio-visual sensory fusion of lip reading
(Institute of Electrical and Electronics Engineers, 2023-07)This paper presents a sensory fusion neuromorphic dataset collected with precise temporal synchronization using a set ...
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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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Article
Editorial: Powering the next-generation IoT applications: new tools and emerging technologies for the development of Neuromorphic System of Systems
(Froontiers Media S.A., 2023-05)The brain, this 3-pound mass of tissue that can easily be held in one's palm, has an inherent computational complexity ...
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Article
A comparative study of the inter-observer variability on Gleason grading against Deep Learning-based approaches for prostate cancer
(Elsevier, 2023-06)Background: Among all the cancers known today, prostate cancer is one of the most commonly diagnosed in men. With modern ...
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Article
Using machine learning-based systems to help predict disengagement from the legal proceedings by women victims of intimate partner violence in Spain
(Public Library Science, 2023)Intimate partner violence against women (IPVW) is a pressing social issue which poses a challenge in terms of prevention, ...
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Article
Autonomous Underwater Vehicles: Identifying Critical Issues and Future Perspectives in Image Acquisition
(MDPI, 2023-05)Underwater imaging has been present for many decades due to its relevance in vision and navigation systems. In recent ...
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Article
Wearable Health Devices for Diagnosis Support: Evolution and Future Tendencies
(MDPI, 2023-02-03)The use of wearable devices has increased substantially in recent years. This, together with the rise of telemedicine, has ...
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Article
Effect of Device Mismatches in Differential Oscillatory Neural Networks
(IEEE, 2023-02)Analog implementation of Oscillatory Neural Networks (ONNs) has the potential to implement fast and ultra-low-power computing ...
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Article
Optimization based on the minimum maximal k-partial-matching problem of finite states machines with input multiplexing
(Springer, 2022-06-02)Finite State Machines with Input Multiplexing (FSMIMs) were proposed in previous work as a technique for efficient mapping ...
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Article
Smart Shoe Insole Based on Polydimethylsiloxane Composite Capacitive Sensors
(MDPI, 2023-01-23)Nowadays, the study of the gait by analyzing the distribution of plantar pressure is a well-established technique. The use ...
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Article
Mapping Outputs and States Encoding Bits to Outputs Using Multiplexers in Finite State Machine Implementations
(MDPI, 2023-01-18)This paper proposes a new technique for implementing Finite State Machines (FSMs) in Field Programmable Gate Arrays (FPGAs). ...
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Article
Data-driven color augmentation for H&E stained images in computational pathology
(ScienceDirect, 2023)Computational pathology targets the automatic analysis of Whole Slide Images (WSI). WSIs are high-resolution digitized ...
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Article
Liquid State Machine on SpiNNaker for Spatio-Temporal Classification Tasks
(Frontiers Media S.A., 2022-03-14)Liquid State Machines (LSMs) are computing reservoirs composed of recurrently connected Spiking Neural Networks which have ...
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Article
EdgeDRNN: Recurrent Neural Network Accelerator for Edge Inference
(IEEE Xplore, 2020-12)Low-latency, low-power portable recurrent neural network (RNN) accelerators offer powerful inference capabilities for ...
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Article
Two-hidden-layer feed-forward networks are universal approximators: A constructive approach
(ScienceDirect, 2020-11)It is well-known that artificial neural networks are universal approximators. The classical existence result proves that, ...