Wildlife Monitoring on the Edge: A Performance Evaluation of Embedded Neural Networks on Microcontrollers for Animal Behavior Classification
Dominguez-Morales, Juan P, Duran-Lopez, Lourdes, Gutierrez-Galan, Daniel, Rios-Navarro, Antonio, Linares-Barranco, Alejandro, Jimenez-Fernandez, Angel
Published in Sensors (Basel, Switzerland) (23.04.2021)
Published in Sensors (Basel, Switzerland) (23.04.2021)
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Journal 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
Duran-Lopez, Lourdes, Dominguez-Morales, Juan P, Rios-Navarro, Antonio, Gutierrez-Galan, Daniel, Jimenez-Fernandez, Angel, Vicente-Diaz, Saturnino, Linares-Barranco, Alejandro
Published in Sensors (Basel, Switzerland) (05.02.2021)
Published in Sensors (Basel, Switzerland) (05.02.2021)
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Journal Article
Closed-loop sound source localization in neuromorphic systems
Schoepe, Thorben, Gutierrez-Galan, Daniel, Dominguez-Morales, Juan P, Greatorex, Hugh, Jimenez-Fernandez, Angel, Linares-Barranco, Alejandro, Chicca, Elisabetta
Published in Neuromorphic computing and engineering (01.06.2023)
Published in Neuromorphic computing and engineering (01.06.2023)
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Journal Article
Real-time detection of bursts in neuronal cultures using a neuromorphic auditory sensor and spiking neural networks
Dominguez-Morales, Juan P., Buccelli, Stefano, Gutierrez-Galan, Daniel, Colombi, Ilaria, Jimenez-Fernandez, Angel, Chiappalone, Michela
Published in Neurocomputing (Amsterdam) (18.08.2021)
Published in Neurocomputing (Amsterdam) (18.08.2021)
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Journal Article
An Event-Based Digital Time Difference Encoder Model Implementation for Neuromorphic Systems
Gutierrez-Galan, Daniel, Schoepe, Thorben, Dominguez-Morales, Juan P., Jimenez-Fernandez, Angel, Chicca, Elisabetta, Linares-Barranco, Alejandro
Published in IEEE transaction on neural networks and learning systems (01.05.2022)
Published in IEEE transaction on neural networks and learning systems (01.05.2022)
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Journal Article
Interfacing PDM MEMS Microphones with PFM Spiking Systems: Application for Neuromorphic Auditory Sensors
Gutierrez-Galan, Daniel, Rios-Navarro, Antonio, Dominguez-Morales, Juan Pedro, Duran-Lopez, Lourdes, Jimenez-Moreno, Gabriel, Jimenez-Fernandez, Angel
Published in Neural processing letters (01.04.2023)
Published in Neural processing letters (01.04.2023)
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Journal Article
Spiking Row-by-Row FPGA Multi-Kernel and Multi-Layer Convolution Processor
Tapiador Morales, Ricardo, Rios Navarro, Antonio, Dominguez Morales, Juan Pedro, Gutierrez Galan, Daniel, Linares-Barranco, Alejandro
Published in 2019 29th International Conference on Field Programmable Logic and Applications (FPL) (01.09.2019)
Published in 2019 29th International Conference on Field Programmable Logic and Applications (FPL) (01.09.2019)
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Conference Proceeding
Live Demonstration: Neuromorphic Sensory Integration for Combining Sound Source Localization and Collision Avoidance
Schoepe, Thorben, Gutierrez-Galan, Daniel, Dominguez-Morales, Juan Pedro, Jimenez-Fernandez, Angel, Linares-Barranco, Alejandro, Chicca, Elisabetta
Published in 2020 IEEE International Symposium on Circuits and Systems (ISCAS) (01.10.2020)
Published in 2020 IEEE International Symposium on Circuits and Systems (ISCAS) (01.10.2020)
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Conference Proceeding
Live Demonstration: Neuromorphic Robotics, from Audio to Locomotion Through Spiking CPG on SpiNNaker
Gutierrez-Galan, Daniel, Dominguez-Morales, Juan P., Perez-Pena, Fernando, Jimenez-Fernandez, Angel, Linares-Barranco, Alejandro
Published in 2019 IEEE International Symposium on Circuits and Systems (ISCAS) (01.05.2019)
Published in 2019 IEEE International Symposium on Circuits and Systems (ISCAS) (01.05.2019)
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Conference Proceeding
Efficient Memory Organization for DNN Hardware Accelerator Implementation on PSoC
Rios-Navarro, Antonio, Gutierrez-Galan, Daniel, Dominguez-Morales, Juan Pedro, Piñero-Fuentes, Enrique, Duran-Lopez, Lourdes, Tapiador-Morales, Ricardo, Dominguez-Morales, Manuel Jesús
Published in Electronics (Basel) (01.01.2021)
Published in Electronics (Basel) (01.01.2021)
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Journal Article
Implementing a Distance Estimator for a Wildlife Tracking System Based on 802.15.4
Cascado-Caballero, Daniel, Duran-Lopez, Lourdes, Dominguez-Morales, Juan Pedro, Gutierrez-Galan, Daniel, Amaya-Rodriguez, Claudio, Dominguez-Morales, Manuel
Published in Electronics (Basel) (01.12.2019)
Published in Electronics (Basel) (01.12.2019)
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Journal Article
Neuromorphic Sensory Integration for Combining Sound Source Localization and Collision Avoidance
Schoepe, Thorben, Gutierrez-Galan, Daniel, Dominguez-Morales, Juan Pedro, Jimenez-Fernandez, Angel, Linares-Barranco, Alejandro, Chicca, Elisabetta
Published in 2019 IEEE Biomedical Circuits and Systems Conference (BioCAS) (01.10.2019)
Published in 2019 IEEE Biomedical Circuits and Systems Conference (BioCAS) (01.10.2019)
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Conference Proceeding
Accuracy Improvement of Neural Networks Through Self-Organizing-Maps over Training Datasets
Gutierrez-Galan, Daniel, Dominguez-Morales, Juan Pedro, Tapiador-Morales, Ricardo, Rios-Navarro, Antonio, Dominguez-Morales, Manuel Jesus, Jimenez-Fernandez, Angel, Linares-Barranco, Alejandro
Published in Advances in Computational Intelligence (2017)
Published in Advances in Computational Intelligence (2017)
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Book Chapter
Wide & Deep neural network model for patch aggregation in CNN-based prostate cancer detection systems
Duran-Lopez, Lourdes, Dominguez-Morales, Juan P, Gutierrez-Galan, Daniel, Rios-Navarro, Antonio, Jimenez-Fernandez, Angel, Vicente-Diaz, Saturnino, Linares-Barranco, Alejandro
Published in arXiv.org (20.05.2021)
Published in arXiv.org (20.05.2021)
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Paper
Journal Article
NeuroPod: a real-time neuromorphic spiking CPG applied to robotics
Gutierrez-Galan, Daniel, Juan Pedro Dominguez-Morales, Perez-Pena, Fernando, Linares-Barranco, Alejandro
Published in arXiv.org (25.04.2019)
Published in arXiv.org (25.04.2019)
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Paper
Journal Article
Work-in-Progress: A Neuromorphic Approach of the Sound Source Localization Task in Real-Time Embedded Systems
Gutierrez-Galan, Daniel, Jimenez-Fernandez, Juan Pedro, Jimenez-Fernandez, Angel, Tapiador-Morales, Ricardo, Rios-Navarro, Antonio, Linares-Barranco, Alejandro
Published in 2019 International Conference on Embedded Software (EMSOFT) (01.10.2019)
Published in 2019 International Conference on Embedded Software (EMSOFT) (01.10.2019)
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Conference Proceeding
Real-time detection of bursts in neuronal cultures using a Neuromorphic Auditory Sensor and Spiking Neural Networks
Juan Pedro Dominguez-Morales, Buccelli, Stefano, Gutierrez-Galan, Daniel, Colombi, Ilaria, Jimenez-Fernandez, Angel, Chiappalone, Michela
Published in bioRxiv (22.05.2020)
Published in bioRxiv (22.05.2020)
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Paper