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Event-Driven Stereo Visual Tracking Algorithm to Solve Object Occlusion
(IEEE Computer Society, 2018)
Object tracking is a major problem for many computer vision applications, but it continues to be computationally expensive. The use of bio-inspired neuromorphic event-driven dynamic vision sensors (DVSs) has heralded ...
Ponencia
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Simulating Building Blocks for Spikes Signals Processing
(Springer, 2011)
In this paper we will explain in depth how we have used Simulink with the addition of Xilinx System Generation to design a simulation framework for testing and analyzing neuro-inspired elements for spikes rate coded ...
Ponencia
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Live Demonstration: Retinal ganglion cell software and FPGA implementation for object detection and tracking
(IEEE Computer Society, 2016)
This demonstration shows how object detection and tracking are possible thanks to a new implementation which takes inspiration from the visual processing of a particular type of ganglion cell in the retina.
Artículo
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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, legal action, and reporting the abuse once it has occurred. However, a significant number of female ...
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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 applications. However, none of the burst detection methods that can be found in the literature have ...
Ponencia
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Neuro-Inspired Real-Time USB & PCI to AER Interfaces for Vision Processing
(IEEE, 2008-06)
Address-Event-Representation (AER) is an emergent neuromorphic interchip communication protocol that allows for real-time virtual massive connectivity between huge number neurons located on different chips. By exploiting ...
Ponencia
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Travel planner: sistema experto en la nube para generación automática de rutas turísticas en base al usuario
(3 ciencias. Área de Innovación y Desarrollo,S.L., 2019)
El turismo es un elemento de ocio en auge que cada vez aglutina a un sector más grande de la población, incluyo a determinados sectores que hasta hace poco no podían permitirse este tipo de actividades. Dentro de este ...
Ponencia
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AER Filtering Using GLIDER: VHDL Cellular Automata Description
(IEEE Computer Society, 2008)
Cellular Automata (CA) is a bio-inspired processing model for problem solving, initially proposed by Von Neumann. This approach modularizes the processing by dividing the solution into synchronous cells that change their ...
Ponencia
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Live Demonstration: Neuromorphic Sensory Integration for Combining Sound Source Localization and Collision Avoidance
(IEEE Xplore, 2020-10)
The brain is able to solve complex tasks in real time by combining different sensory cues with previously acquired knowledge. Inspired by the brain, we designed a neuromorphicdemonstrator which combines auditory and visual ...
Artículo
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A Tradeoff Analysis of a Cloud-Based Robot Navigation Assistant Using Stereo Image Processing
(IEEE Computer Society, 2015)
The use of Cloud Computing for computation offloading in the robotics area has become a field of interest today. The aim of this work is to demonstrate the viability of cloud offloading in a low level and intensive ...