Daniel Gutierrez-Galan

31 papers B 4C 5Misc 1Journal 15Unranked 6
YearRankTypeTitle / Venue / Authors
2023 J jnl
Closed-loop sound source localization in neuromorphic systems.
Neuromorph. Comput. Eng.
Thorben Schoepe, Daniel Gutierrez-Galan, Juan Pedro Dominguez-Morales, Hugh Greatorex, Angel Jiménez-Fernandez, Alejandro Linares-Barranco, Elisabetta Chicca
2023 J jnl
Interfacing PDM MEMS Microphones with PFM Spiking Systems: Application for Neuromorphic Auditory Sensors.
Neural Process. Lett.
Daniel Gutierrez-Galan, Antonio Rios-Navarro, Juan Pedro Dominguez-Morales, Lourdes Duran-Lopez, Gabriel Jiménez-Moreno, Angel Jiménez-Fernandez
2022 J jnl
An Event-Based Digital Time Difference Encoder Model Implementation for Neuromorphic Systems.
IEEE Trans. Neural Networks Learn. Syst.
Daniel Gutierrez-Galan, Thorben Schoepe, Juan Pedro Dominguez-Morales, Angel Jiménez-Fernandez, Elisabetta Chicca, Alejandro Linares-Barranco
2022 — conf
Towards the Neuromorphic Implementation of the Auditory Perception in the iCub Robotic Platform.
NICE
Daniel Gutierrez-Galan, Chiara Bartolozzi, Juan Pedro Dominguez-Morales, Angel Jiménez-Fernandez, Alejandro Linares-Barranco
2021 J jnl
OpenNAS: Open Source Neuromorphic Auditory Sensor HDL code generator for FPGA implementations.
Neurocomputing
Daniel Gutierrez-Galan, Juan Pedro Dominguez-Morales, Angel Jiménez-Fernandez, Alejandro Linares-Barranco, Gabriel Jiménez-Moreno
2021 J jnl
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.
Sensors
Lourdes Duran-Lopez, Juan Pedro Dominguez-Morales, Antonio Rios-Navarro, Daniel Gutierrez-Galan, Angel Jiménez-Fernandez, Saturnino Vicente Diaz, Alejandro Linares-Barranco
2021 J jnl
Real-time detection of bursts in neuronal cultures using a neuromorphic auditory sensor and spiking neural networks.
Neurocomputing
Juan Pedro Dominguez-Morales, Stefano Buccelli, Daniel Gutierrez-Galan, Ilaria Colombi, Angel Jiménez-Fernandez, Michela Chiappalone
2021 J jnl
Wide & Deep neural network model for patch aggregation in CNN-based prostate cancer detection systems.
Comput. Biol. Medicine
Lourdes Duran-Lopez, Juan Pedro Dominguez-Morales, Daniel Gutierrez-Galan, Antonio Rios-Navarro, Angel Jiménez-Fernandez, Saturnino Vicente Diaz, Alejandro Linares-Barranco
2021 J jnl
Wide & Deep neural network model for patch aggregation in CNN-based prostate cancer detection systems.
CoRR
Lourdes Duran-Lopez, Juan Pedro Dominguez-Morales, Daniel Gutierrez-Galan, Antonio Rios-Navarro, Angel Jiménez-Fernandez, Saturnino Vicente Diaz, Alejandro Linares-Barranco
2021 J jnl
Wildlife Monitoring on the Edge: A Performance Evaluation of Embedded Neural Networks on Microcontrollers for Animal Behavior Classification.
Sensors
Juan Pedro Dominguez-Morales, Lourdes Duran-Lopez, Daniel Gutierrez-Galan, Antonio Rios-Navarro, Alejandro Linares-Barranco, Angel Jiménez-Fernandez
2021 J jnl
pyNAVIS: An open-source cross-platform software for spike-based neuromorphic audio information processing.
Neurocomputing
Juan Pedro Dominguez-Morales, Daniel Gutierrez-Galan, Antonio Rios-Navarro, Lourdes Duran-Lopez, Manuel Domínguez-Morales, Angel Jiménez-Fernandez
2020 C conf
Live Demonstration: Neuromorphic Sensory Integration for Combining Sound Source Localization and Collision Avoidance.
ISCAS
Thorben Schoepe, Daniel Gutierrez-Galan, Juan Pedro Dominguez-Morales, Angel Jiménez-Fernandez, Alejandro Linares-Barranco, Elisabetta Chicca
2020 J jnl
Neuropod: A real-time neuromorphic spiking CPG applied to robotics.
Neurocomputing
Daniel Gutierrez-Galan, Juan Pedro Dominguez-Morales, Fernando Perez-Peña, Angel Jiménez-Fernandez, Alejandro Linares-Barranco
2019 C conf
A Low-power, Reachable, Wearable and Intelligent IoT Device for Animal Activity Monitoring.
IJCCI
Lourdes Duran-Lopez, Daniel Gutierrez-Galan, Juan Pedro Dominguez-Morales, Antonio Rios-Navarro, Ricardo Tapiador-Morales, Angel Jiménez-Fernandez, Daniel Cascado Caballero, Alejandro Linares-Barranco
2019 — conf
A neuromorphic approach of the sound source localization task in real-time embedded systems: work-in-progress.
EMSOFT Companion
Daniel Gutierrez-Galan, Juan Pedro Dominguez-Morales, Angel Jiménez-Fernandez, Ricardo Tapiador-Morales, Antonio Rios-Navarro, Alejandro Linares-Barranco
2019 J jnl
Interfacing PDM sensors with PFM spiking systems: application for Neuromorphic Auditory Sensors.
CoRR
Angel Jiménez-Fernandez, Juan Pedro Dominguez-Morales, Daniel Gutierrez-Galan, Antonio Rios-Navarro, Ricardo Tapiador-Morales, Alejandro Linares-Barranco
2019 C conf
Live Demonstration: Neuromorphic Robotics, from Audio to Locomotion Through Spiking CPG on SpiNNaker.
ISCAS
Daniel Gutierrez-Galan, Juan Pedro Dominguez-Morales, Fernando Perez-Peña, Angel Jiménez-Fernandez, Alejandro Linares-Barranco
2019 C conf
Live Demonstration: Neuromorphic Row-by-Row Multi-Convolution FPGA Processor-SpiNNaker Architecture for Dynamic-Vision Feature Extraction.
ISCAS
Ricardo Tapiador-Morales, Juan Pedro Dominguez-Morales, Daniel Gutierrez-Galan, Antonio Rios-Navarro, Angel Jiménez-Fernandez, Alejandro Linares-Barranco
2019 J jnl
NeuroPod: a real-time neuromorphic spiking CPG applied to robotics.
CoRR
Daniel Gutierrez-Galan, Juan Pedro Dominguez-Morales, Fernando Perez-Peña, Alejandro Linares-Barranco
2019 — conf
Neuromorphic Sensory Integration for Combining Sound Source Localization and Collision Avoidance.
BioCAS
Thorben Schoepe, Daniel Gutierrez-Galan, Juan Pedro Dominguez-Morales, Angel Jiménez-Fernandez, Alejandro Linares-Barranco, Elisabetta Chicca
2019 B conf
Spiking Row-by-Row FPGA Multi-Kernel and Multi-Layer Convolution Processor.
FPL
Ricardo Tapiador-Morales, Antonio Rios-Navarro, Juan Pedro Dominguez-Morales, Daniel Gutierrez-Galan, Alejandro Linares-Barranco
2018 B conf
Deep Spiking Neural Network model for time-variant signals classification: a real-time speech recognition approach.
IJCNN
Juan Pedro Dominguez-Morales, Qian Liu, Robert James, Daniel Gutierrez-Galan, Angel Jiménez-Fernandez, Simon Davidson, Steve B. Furber
2018 J jnl
Embedded neural network for real-time animal behavior classification.
Neurocomputing
Daniel Gutierrez-Galan, Juan Pedro Dominguez-Morales, Elena Cerezuela-Escudero, Antonio Rios-Navarro, Ricardo Tapiador-Morales, Manuel Rivas Pérez, Manuel Domínguez-Morales, Angel Jiménez-Fernandez, Alejandro Linares-Barranco
2018 B conf
Event-based Row-by-Row Multi-convolution engine for Dynamic-Vision Feature Extraction on FPGA.
IJCNN
Ricardo Tapiador-Morales, Antonio Rios-Navarro, Juan Pedro Dominguez-Morales, Daniel Gutierrez-Galan, Manuel Domínguez-Morales, Angel Jiménez-Fernandez, Alejandro Linares-Barranco
2017 — conf
Accuracy Improvement of Neural Networks Through Self-Organizing-Maps over Training Datasets.
IWANN (1)
Daniel Gutierrez-Galan, Juan Pedro Dominguez-Morales, Ricardo Tapiador-Morales, Antonio Rios-Navarro, Manuel Jesus Domínguez-Morales, Angel Jiménez-Fernandez, Alejandro Linares-Barranco
2017 C conf
Live demonstration - Multilayer spiking neural network for audio samples classification using SpiNNaker.
ISCAS
Juan Pedro Dominguez-Morales, Antonio Rios-Navarro, Daniel Gutierrez-Galan, Ricardo Tapiador-Morales, Angel Jiménez-Fernandez, Elena Cerezuela-Escudero, Manuel Domínguez-Morales, Alejandro Linares-Barranco
2017 B conf
Semi-wildlife gait patterns classification using statistical methods and Artificial Neural Networks.
IJCNN
Daniel Gutierrez-Galan, Juan Pedro Dominguez-Morales, Lourdes Miro-Amarante, Francisco Gomez-Rodriguez, Manuel Domínguez-Morales, Manuel Rivas Pérez, Angel Jiménez-Fernandez, Alejandro Linares-Barranco
2016 — conf
A 20Mevps/32Mev event-based USB framework for neuromorphic systems debugging.
EBCCSP
Antonio Rios-Navarro, Juan Pedro Dominguez-Morales, Ricardo Tapiador-Morales, Daniel Gutierrez-Galan, Angel Jiménez-Fernandez, Alejandro Linares-Barranco
2016 — conf
Multilayer Spiking Neural Network for Audio Samples Classification Using SpiNNaker.
ICANN (1)
Juan Pedro Dominguez-Morales, Angel Jiménez-Fernandez, Antonio Rios-Navarro, Elena Cerezuela-Escudero, Daniel Gutierrez-Galan, Manuel Jesus Domínguez-Morales, Gabriel Jiménez-Moreno
2016 Misc conf
Performance Evaluation of Neural Networks for Animal Behaviors Classification: Horse Gaits Case Study.
DCAI
Elena Cerezuela-Escudero, Antonio Rios-Navarro, Juan Pedro Dominguez-Morales, Ricardo Tapiador-Morales, Daniel Gutierrez-Galan, C. Martín-Cañal, Alejandro Linares-Barranco
2016 J jnl
Wireless Sensor Network for Wildlife Tracking and Behavior Classification of Animals in Doñana.
IEEE Commun. Lett.
Juan Pedro Dominguez-Morales, Antonio Rios-Navarro, Manuel Domínguez-Morales, Ricardo Tapiador-Morales, Daniel Gutierrez-Galan, Daniel Cascado Caballero, Angel Jiménez-Fernandez, Alejandro Linares-Barranco