Abstrasct: Auscultation is one of the most used techniques for detecting cardiovascular diseases, which is one of the main causes of death in the world. Heart murmurs are the most […]
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Category: Publication
Neuropod: A real-time neuromorphic spiking CPG applied to robotics
Abstract: Initially, robots were developed with the aim of making our life easier, carrying out repetitive or dangerous tasks for humans. Although they were able to perform these tasks, the […]
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Embedded neural network for real-time animal behavior classification
Abstract: Recent biological studies have focused on understanding animal interactions and welfare. To help biologists to obtain animals’ behavior information, resources like wireless sensor networks are needed. Moreover, large amounts […]
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Towards a cloud‑based automated surveillance system using wireless technologies
Abstract: Cloud Computing can bring multiple benefits for Smart Cities. It permits the easy creation of centralized knowledge bases, thus straightforwardly enabling that multiple embedded systems (such as sensor or […]
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ISCAS 2017 Live Demonstration – Multilayer Spiking Neural Network for Audio Samples Classification Using SpiNNaker
Prof. Alejandro Linares and Juan Pedro Domínguez presented a live Demonstration in ISCAS 2017. Abstract: In this demonstration we present a spiking neural network architecture for audio samples classification using […]
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NullHop: A Flexible Convolutional Neural Network Accelerator Based on Sparse Representations of Feature Maps
Abstract: Convolutional neural networks (CNNs) have be come the dominant neural network architecture for solving many state-of-the-art (SOA) visual processing tasks. Even though Graphical Processing Units (GPUs) are most often […]
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NAVIS: Neuromorphic Auditory VISualizer Tool
Abstract: This software presents diverse utilities to develop the first post-processing layer using the neuromorphic auditory sensor’s (NAS) information. The NAS used implements a cascade filters architecture in FPGA, imitating […]
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