Browsing by Author "Gutiérrez Galán, Daniel"
Now showing items 1-20 of 28
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Presentation
A 20Mevps/32Mev event-based USB framework for neuromorphic systems debugging
(IEEE Computer Society, 2016)Neuromorphic systems are engineering solutions that take inspiration from biological neural systems. They use spike-or ...
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Presentation
A Low-power, Reachable, Wearable and Intelligent IoT Device for Animal Activity Monitoring
(ScitePress Digital Library, 2019)Along with the proliferation of mobile devices and wireless signal coverage, IoT devices, such as smart wristbands for ...
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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
Control neuromórfico del brazo robótico BIOROB del Citec de la Universidad de Bielefeld
(3 ciencias. Área de Innovación y Desarrollo,S.L, 2019)Los sistemas neuronales biológicos responden a estímulos de una forma rápida y eficiente en el movimiento motor del cuerpo, ...
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Presentation
Deep Spiking Neural Network model for time-variant signals classification: a real-time speech recognition approach
(IEEE Computer Society, 2018)Speech recognition has become an important task to improve the human-machine interface. Taking into account the limitations ...
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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
Embedded neural network for real-time animal behavior classification
(Elsevier, 2018)Recent biological studies have focused on understanding animal interactions and welfare. To help biolo- gists to obtain ...
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Presentation
Event-based Row-by-Row Multi-convolution engine for Dynamic-Vision Feature Extraction on FPGA
(IEEE Computer Society, 2018)Neural networks algorithms are commonly used to recognize patterns from different data sources such as audio or vision. ...
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Chapter of Book
Exoesqueleto para rehabilitación de miembro superior
(3ciencias, 2022-02-03)Múltiples lesiones neurológicas, como los Accidentes Cardíacos Vasculares (ACV), provocan una degeneración y/o atrofia de ...
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Article
Implementing a Distance Estimator for a Wildlife Tracking System Based on 802.15.4
(MDPI, 2019)In this work, a novel distance estimation mechanism using received signal strength indication (RSSI) signals with ZigBee ...
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Article
Interfacing PDM sensors with PFM spiking systems: application for Neuromorphic Auditory Sensors
(Cornell University, 2019)In this paper we present a sub-system to convert audio information from low-power MEMS microphones with pulse density ...
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Presentation
Live demonstration — Multilayer spiking neural network for audio samples classification using SpiNNaker
(IEEE Computer Society, 2017)In this demonstration we present a spiking neural network architecture for audio samples classification using SpiNNaker. ...
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Presentation
Live Demonstration: neuromorphic robotics, from audio to locomotion through spiking CPG on SpiNNaker.
(IEEE Computer Society, 2019)This live demonstration presents an audio-guided neuromorphic robot: from a Neuromorphic Auditory Sensor (NAS) to ...
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Presentation
Live Demonstration: Neuromorphic Row-by-Row Multi-convolution FPGA Processor-SpiNNaker architecture for Dynamic-Vision Feature Extraction
(IEEE Computer Society, 2019)In this demonstration a spiking neural network architecture for vision recognition using an FPGA spiking convolution ...
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Article
Low-Power Embedded System for Gait Classification Using Neural Networks
(MDPI, 2020)Abnormal foot postures can be measured during the march by plantar pressures in both dynamic and static conditions. These ...
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Presentation
Multilayer Spiking Neural Network for Audio Samples Classification Using SpiNNaker
(Springer, 2016)Audio classification has always been an interesting subject of research inside the neuromorphic engineering field. Tools ...
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Presentation
Neuromorphic Sensory Integration for Combining Sound Source Localization and Collision Avoidance
(IEEE Computer Society, 2019)Animals combine various sensory cues with previously acquired knowledge to safely travel towards a target destination. ...
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Article
NeuroPod: a real-time neuromorphic spiking CPG applied to robotics
(Elsevier, 2020)Initially, robots were developed with the aim of making our life easier, carrying out repetitive or dangerous tasks for ...
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Article
Performance Evaluation of Deep Learning-Based Prostate Cancer Screening Methods in Histopathological Images: Measuring the Impact of the Model’s Complexity on Its Processing Speed
(MDPI, 2021-01)Prostate cancer (PCa) is the second most frequently diagnosed cancer among men worldwide, with almost 1.3 million new cases ...
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Presentation
Performance Evaluation of Neural Networks for Animal Behaviors Classification: Horse Gaits Case Study
(Springer, 2016)The study and monitoring of wildlife has always been a subject of great interest. Studying the behavior of wildlife animals ...