| Editorial | 2023 |
Editorial: Powering the next-generation IoT applications: new tools and emerging technologies for the development of Neuromorphic System of Systems
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FRONTIERS IN NEUROSCIENCE |
| Artículo | 2023 |
Improved 3D localization algorithm for large scale wireless sensor networks
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WIRELESS NETWORKS |
| Artículo | 2023 |
Interfacing PDM MEMS microphones with PFM spiking systems: application for neuromorphic auditory sensors
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NEURAL PROCESSING LETTERS |
| Ponencia | 2023 |
LIPSFUS: A neuromorphic dataset for audio-visual sensory fusion of lip reading
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Proceedings - IEEE International Symposium on Circuits and Systems |
| Artículo | 2023 |
Towards neuromorphic FPGA-based infrastructures for a robotic arm
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AUTONOMOUS ROBOTS |
| Ponencia | 2023 |
Within-Camera Multilayer Perceptron DVS Denoising
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IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops |
| Ponencia | 2022 |
An MPSoC-based on-line edge infrastructure for embedded neuromorphic robotic controllers
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Proceedings - IEEE International Symposium on Circuits and Systems |
| Artículo | 2022 |
MAREX: A general purpose hardware architecture for membrane computing
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INFORMATION SCIENCES |
| Ponencia | 2022 |
Towards hardware Implementation of WTA for CPG-based control of a Spiking Robotic Arm
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Proceedings - IEEE International Symposium on Circuits and Systems |
| Artículo | 2021 |
A deep-learning based posture detection system for preventing telework-related musculoskeletal disorders
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SENSORS |
| Capítulo | 2021 |
Adaptación de la docencia en el ámbito de informática a la semipresencialidad en tiempos de pandemia
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Entornos virtuales para la educación en tiempos de pandemia: Perspectivas metodológicas |
| Capítulo | 2021 |
Adaptación de prácticas de laboratorio presenciales a no presenciales debido a la COVID-19: Descripción, análisis y evaluación de una propuesta fallida
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Entornos virtuales para la educación en tiempos de pandemia: Perspectivas metodológicas |
| Capítulo | 2021 |
Adaptando ABP en las prácticas de laboratorio de Robótica Industrial para buscar el alineamiento con la práctica laboral
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Oportunidades y retos para la enseñanza de las artes, la educación mediática y la ética en la era postdigital |
| Artículo | 2021 |
Aprendizaje basado en proyectos en el ámbito de la Ingeniería de la Salud: desarrollo de sistemas para la rehabilitación y la ayuda a la discapacidad
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Actas de las Jornadas sobre Enseñanza Universitaria de la Informática |
| Ponencia | 2021 |
Autonomous driving of a rover-like robot using neuromorphic computing
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Lecture Notes in Computer Science |
| Ponencia | 2021 |
Dynamic Vision Sensor integration on FPGA-based CNN accelerators for high-speed visual classification
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ACM International Conference Proceeding Series |
| Artículo | 2021 |
Efficient memory organization for dnn hardware accelerator implementation on PSoC
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ELECTRONICS |
| Artículo | 2021 |
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
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SENSORS |
| Artículo | 2021 |
Práctica de desarrollo de una red de sensores basada en la programación de microcontroladores para sistemas en tiempo real
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Actas de las Jornadas sobre Enseñanza Universitaria de la Informática |
| Artículo | 2021 |
pyNAVIS: an open-source cross-platform software for spike-based neuromorphic audio information processing
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NEUROCOMPUTING |
| Artículo | 2021 |
Semipresencialidad en tiempos de COVID-19: adaptación de la docencia en el ámbito de Fundamentos de Informática
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Actas de las Jornadas sobre Enseñanza Universitaria de la Informática |
| Artículo | 2021 |
Wide & Deep neural network model for patch aggregation in CNN-based prostate cancer detection systems
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COMPUTERS IN BIOLOGY AND MEDICINE |
| Artículo | 2021 |
Wildlife monitoring on the edge: a performance evaluation of embedded neural networks on microcontrollers for animal behavior classification.
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SENSORS |
| Ponencia | 2020 |
EdgeDRNN: enabling low-latency recurrent neural network edge inference
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Proceedings - 2020 IEEE International Conference on Artificial Intelligence Circuits and Systems, AICAS 2020 |
| Artículo | 2020 |
EdgeDRNN: recurrent neural network accelerator for edge inference
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IEEE JOURNAL ON EMERGING AND SELECTED TOPICS IN CIRCUITS AND SYSTEMS |
| Ponencia | 2020 |
Live demonstration: CNN edge computing for mobile robot navigation
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Proceedings - IEEE International Symposium on Circuits and Systems |
| Ponencia | 2019 |
A low-power, reachable, wearable and intelligent IoT device for animal activity monitoring
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IJCCI 2019 - Proceedings of the 11th International Joint Conference on Computational Intelligence |
| Capítulo | 2019 |
Control neuromórfico del brazo robótico BIOROB del Citec de la Universidad de Bielefeld
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Avances en la investigación en ciencia e ingeniería |
| Ponencia | 2019 |
Efficient DMA transfers management on embedded Linux PSoC for Deep-Learning gestures recognition: Using Dynamic Vision Sensor and NullHop one-layer CNN accelerator to play RoShamBo
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SPLC'19: PROCEEDINGS OF THE 23RD INTERNATIONAL SYSTEMS AND SOFTWARE PRODUCT LINE CONFERENCE, VOL A |
| Ponencia | 2019 |
Live demonstration: Neuromorphic row-by-row multi-convolution FPGA processor-SpiNNaker architecture for dynamic-vision feature extraction
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2019 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS (ISCAS) |
| Artículo | 2019 |
Neuronal specialization for fine-grained distance estimation using a real-time bio-inspired stereo vision system
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ELECTRONICS |
| Artículo | 2019 |
NullHop: A Flexible Convolutional Neural Network Accelerator Based on Sparse Representations of Feature Maps
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IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS |
| Ponencia | 2019 |
Parallel image processing using a pure topological framework
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Avances en Arquitectura y Tecnología de Computadores: Actas de Jornadas SARTECO, Cáceres, 18 a 20 de septiembre de 2019| |
| Ponencia | 2019 |
Spiking row-by-row FPGA multi-kernel and multi-layer convolution processor
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Proceedings - 29th International Conference on Field-Programmable Logic and Applications, FPL 2019 |
| Ponencia | 2019 |
Work-in-progress: A neuromorphic approach of the sound source localization task in real-time embedded systems
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Proceedings of the International Conference on Embedded Software Companion, EMSOFT 2019 |
| Artículo | 2018 |
Approaching Retinal Ganglion Cell Modeling and FPGA Implementation for Robotics
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ENTROPY |
| Artículo | 2018 |
Embedded neural network for real-time animal behavior classification
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NEUROCOMPUTING |
| Ponencia | 2018 |
Event-based Row-by-Row Multi-convolution engine for Dynamic-Vision Feature Extraction on FPGA
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Proceedings of the International Joint Conference on Neural Networks |
| Ponencia | 2018 |
Performance evaluation over HW/SW co-design SoC memory transfers for a CNN accelerator
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2018 IEEE 18TH INTERNATIONAL CONFERENCE ON NANOTECHNOLOGY (IEEE-NANO) |
| Ponencia | 2017 |
Accuracy Improvement of Neural Networks Through Self-Organizing-Maps over Training Datasets
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ADVANCES IN COMPUTATIONAL INTELLIGENCE, IWANN 2017, PT I |
| Ponencia | 2017 |
Comprehensive Evaluation of OpenCL-Based CNN Implementations for FPGAs
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ADVANCES IN COMPUTATIONAL INTELLIGENCE, IWANN 2017, PT II |
| Ponencia | 2017 |
Live demonstration - Multilayer spiking neural network for audio samples classification using SpiNNaker
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2017 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS (ISCAS) |
| Ponencia | 2017 |
Neuromorphic Approach Sensitivity Cell Modeling and FPGA Implementation
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ARTIFICIAL NEURAL NETWORKS AND MACHINE LEARNING - ICANN 2017, PT I |
| Ponencia | 2016 |
A 20Mevps/32Mev event-based USB framework for Neuromorphic systems debugging
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2016 2ND INTERNATIONAL CONFERENCE ON EVENT-BASED CONTROL, COMMUNICATION, AND SIGNAL PROCESSING (EBCCSP) |
| Ponencia | 2016 |
A Sensor Fusion Horse Gait Classification by a Spiking Neural Network on SpiNNaker
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ARTIFICIAL NEURAL NETWORKS AND MACHINE LEARNING - ICANN 2016, PT I |
| Ponencia | 2016 |
ED-Scorbot: A robotic test-bed framework for FPGA-based neuromorphic systems
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2016 6TH IEEE INTERNATIONAL CONFERENCE ON BIOMEDICAL ROBOTICS AND BIOMECHATRONICS (BIOROB) |
| Ponencia | 2016 |
Incremento de la motivación en el aprendizaje de enseñanzas informáticas mediante herramientas maker
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Actas de las Jornadas sobre Enseñanza Universitaria de la Informática |
| Ponencia | 2016 |
Live demonstration: Retinal ganglion cell software and FPGA implementation for object detection and tracking
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2016 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS (ISCAS) |
| Ponencia | 2016 |
Multilayer Spiking Neural Network for Audio Samples Classification Using SpiNNaker
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ARTIFICIAL NEURAL NETWORKS AND MACHINE LEARNING - ICANN 2016, PT I |
| Ponencia | 2016 |
Performance evaluation of neural networks for animal behaviors classification: Horse gaits case study
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DISTRIBUTED COMPUTING AND ARTIFICIAL INTELLIGENCE, (DCAI 2016) |
| Ponencia | 2016 |
Práctica de desarrollo de interfaces hardware/software para la monitorización del estado de un PC
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Actas de las Jornadas sobre Enseñanza Universitaria de la Informática |
| Ponencia | 2016 |
Práctica de diseño hardware/software de un robot móvil con interfaces inalámbricas
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Actas de las Jornadas sobre Enseñanza Universitaria de la Informática |
| Ponencia | 2016 |
Realización de un proyecto en grupo con carácter multidisciplinar para alumnos de Ingeniería de la Salud usando la metodología ABP
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Actas de las Jornadas sobre Enseñanza Universitaria de la Informática |
| Ponencia | 2016 |
Retinal ganglion cell software and FPGA model implementation for object detection and tracking
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2016 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS (ISCAS) |
| Artículo | 2016 |
Wireless Sensor Network for Wildlife Tracking and Behavior Classification of Animals in Donana
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IEEE COMMUNICATIONS LETTERS |
| Ponencia | 2015 |
Live demonstration: Real-time motor rotation frequency detection by spike-based visual and auditory AER sensory integration for FPGA
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2015 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS (ISCAS) |
| Ponencia | 2015 |
Real-Time motor rotation frequency detection with event-based visual and spike-based auditory AER sensory integration for FPGA
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Proceedings of 1st International Conference on Event-Based Control, Communication and Signal Processing, EBCCSP 2015 |
| Ponencia | 2015 |
System based on inertial sensors for behavioral monitoring of wildlife
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2015 INTERNATIONAL CONFERENCE ON COMPUTER, INFORMATION AND TELECOMMUNICATION SYSTEMS (CITS) |
| Ponencia | 2014 |
Live demonstration: Real-time motor rotation frequency detection by spike-based visual and auditory sensory fusion on AER and FPGA
|
Lecture Notes in Computer Science |
