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Daniel Gutierrez-Galan

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2020 – today

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2023
[j12]
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  - journals/neuromorphic/SchoepeGDGJLC23
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Thorben Schoepe, Daniel Gutierrez-Galan, Juan Pedro Dominguez-Morales, Hugh Greatorex, Angel Jiménez-Fernandez, Alejandro Linares-Barranco, Elisabetta Chicca:
Closed-loop sound source localization in neuromorphic systems. Neuromorph. Comput. Eng. 3(2): 24009 (2023)
[j11]
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Daniel Gutierrez-Galan, Antonio Rios-Navarro, Juan Pedro Dominguez-Morales, Lourdes Duran-Lopez, Gabriel Jiménez-Moreno, Angel Jiménez-Fernandez:
Interfacing PDM MEMS Microphones with PFM Spiking Systems: Application for Neuromorphic Auditory Sensors. Neural Process. Lett. 55(2): 1281-1292 (2023)
2022
[j10]
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  - journals/tnn/Gutierrez-Galan22
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Daniel Gutierrez-Galan, Thorben Schoepe, Juan Pedro Dominguez-Morales, Angel Jiménez-Fernandez, Elisabetta Chicca, Alejandro Linares-Barranco:
An Event-Based Digital Time Difference Encoder Model Implementation for Neuromorphic Systems. IEEE Trans. Neural Networks Learn. Syst. 33(5): 1959-1973 (2022)
[c16]
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  - conf/nice/Gutierrez-Galan22
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Daniel Gutierrez-Galan, Chiara Bartolozzi, Juan Pedro Dominguez-Morales, Angel Jiménez-Fernandez, Alejandro Linares-Barranco:
Towards the Neuromorphic Implementation of the Auditory Perception in the iCub Robotic Platform. NICE 2022: 11-12
2021
[j9]
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  - journals/cbm/Duran-LopezDGRJ21
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Lourdes Duran-Lopez, Juan Pedro Dominguez-Morales, Daniel Gutierrez-Galan, Antonio Rios-Navarro, Angel Jiménez-Fernandez, Saturnino Vicente Diaz, Alejandro Linares-Barranco:
Wide & Deep neural network model for patch aggregation in CNN-based prostate cancer detection systems. Comput. Biol. Medicine 136: 104743 (2021)
[j8]
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Daniel Gutierrez-Galan, Juan Pedro Dominguez-Morales, Angel Jiménez-Fernandez, Alejandro Linares-Barranco, Gabriel Jiménez-Moreno:
OpenNAS: Open Source Neuromorphic Auditory Sensor HDL code generator for FPGA implementations. Neurocomputing 436: 35-38 (2021)
[j7]
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Juan Pedro Dominguez-Morales, Daniel Gutierrez-Galan, Antonio Rios-Navarro, Lourdes Duran-Lopez, Manuel Domínguez-Morales, Angel Jiménez-Fernandez:
pyNAVIS: An open-source cross-platform software for spike-based neuromorphic audio information processing. Neurocomputing 449: 172-175 (2021)
[j6]
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  - journals/ijon/Dominguez-Morales21a
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Juan Pedro Dominguez-Morales, Stefano Buccelli, Daniel Gutierrez-Galan, Ilaria Colombi, Angel Jiménez-Fernandez, Michela Chiappalone:
Real-time detection of bursts in neuronal cultures using a neuromorphic auditory sensor and spiking neural networks. Neurocomputing 449: 422-434 (2021)
[j5]
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  - journals/sensors/Duran-LopezDRGJ21
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Lourdes Duran-Lopez, Juan Pedro Dominguez-Morales, Antonio Rios-Navarro, Daniel Gutierrez-Galan, Angel Jiménez-Fernandez, Saturnino Vicente Diaz, Alejandro Linares-Barranco:
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 21(4): 1122 (2021)
[j4]
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  - journals/sensors/Dominguez-Morales21
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Juan Pedro Dominguez-Morales, Lourdes Duran-Lopez, Daniel Gutierrez-Galan, Antonio Rios-Navarro, Alejandro Linares-Barranco, Angel Jiménez-Fernandez:
Wildlife Monitoring on the Edge: A Performance Evaluation of Embedded Neural Networks on Microcontrollers for Animal Behavior Classification. Sensors 21(9): 2975 (2021)
[i3]
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  - journals/corr/abs-2105-09974
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Lourdes Duran-Lopez, Juan Pedro Dominguez-Morales, Daniel Gutierrez-Galan, Antonio Rios-Navarro, Angel Jiménez-Fernandez, Saturnino Vicente Diaz, Alejandro Linares-Barranco:
Wide & Deep neural network model for patch aggregation in CNN-based prostate cancer detection systems. CoRR abs/2105.09974 (2021)
2020
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  - journals/ijon/Gutierrez-Galan20
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Daniel Gutierrez-Galan, Juan Pedro Dominguez-Morales, Fernando Perez-Peña, Angel Jiménez-Fernandez, Alejandro Linares-Barranco:
Neuropod: A real-time neuromorphic spiking CPG applied to robotics. Neurocomputing 381: 10-19 (2020)
[c15]
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  - conf/iscas/SchoepeGDJLC20
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Thorben Schoepe, Daniel Gutierrez-Galan, Juan Pedro Dominguez-Morales, Angel Jiménez-Fernandez, Alejandro Linares-Barranco, Elisabetta Chicca:
Live Demonstration: Neuromorphic Sensory Integration for Combining Sound Source Localization and Collision Avoidance. ISCAS 2020: 1

2010 – 2019

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2019
[c14]
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Thorben Schoepe, Daniel Gutierrez-Galan, Juan Pedro Dominguez-Morales, Angel Jiménez-Fernandez, Alejandro Linares-Barranco, Elisabetta Chicca:
Neuromorphic Sensory Integration for Combining Sound Source Localization and Collision Avoidance. BioCAS 2019: 1-4
[c13]
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  - conf/emsoft/Gutierrez-Galan19
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Daniel Gutierrez-Galan, Juan Pedro Dominguez-Morales, Angel Jiménez-Fernandez, Ricardo Tapiador-Morales, Antonio Rios-Navarro, Alejandro Linares-Barranco:
A neuromorphic approach of the sound source localization task in real-time embedded systems: work-in-progress. EMSOFT Companion 2019: 10
[c12]
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  - conf/fpl/Tapiador-Morales19
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Ricardo Tapiador-Morales, Antonio Rios-Navarro, Juan Pedro Dominguez-Morales, Daniel Gutierrez-Galan, Alejandro Linares-Barranco:
Spiking Row-by-Row FPGA Multi-Kernel and Multi-Layer Convolution Processor. FPL 2019: 248-249
[c11]
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  - conf/ijcci/Duran-LopezGDRT19
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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:
A Low-power, Reachable, Wearable and Intelligent IoT Device for Animal Activity Monitoring. IJCCI 2019: 516-521
[c10]
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Daniel Gutierrez-Galan, Juan Pedro Dominguez-Morales, Fernando Perez-Peña, Angel Jiménez-Fernandez, Alejandro Linares-Barranco:
Live Demonstration: Neuromorphic Robotics, from Audio to Locomotion Through Spiking CPG on SpiNNaker. ISCAS 2019: 1
[c9]
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Ricardo Tapiador-Morales, Juan Pedro Dominguez-Morales, Daniel Gutierrez-Galan, Antonio Rios-Navarro, Angel Jiménez-Fernandez, Alejandro Linares-Barranco:
Live Demonstration: Neuromorphic Row-by-Row Multi-Convolution FPGA Processor-SpiNNaker Architecture for Dynamic-Vision Feature Extraction. ISCAS 2019: 1
[i2]
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  - journals/corr/abs-1904-11243
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Daniel Gutierrez-Galan, Juan Pedro Dominguez-Morales, Fernando Perez-Peña, Alejandro Linares-Barranco:
NeuroPod: a real-time neuromorphic spiking CPG applied to robotics. CoRR abs/1904.11243 (2019)
[i1]
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  - journals/corr/abs-1905-00390
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Angel Jiménez-Fernandez, Juan Pedro Dominguez-Morales, Daniel Gutierrez-Galan, Antonio Rios-Navarro, Ricardo Tapiador-Morales, Alejandro Linares-Barranco:
Interfacing PDM sensors with PFM spiking systems: application for Neuromorphic Auditory Sensors. CoRR abs/1905.00390 (2019)
2018
[j2]
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  - journals/ijon/Gutierrez-Galan18
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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:
Embedded neural network for real-time animal behavior classification. Neurocomputing 272: 17-26 (2018)
[c8]
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  - conf/ijcnn/Dominguez-Morales18
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Juan Pedro Dominguez-Morales, Qian Liu, Robert James, Daniel Gutierrez-Galan, Angel Jiménez-Fernandez, Simon Davidson, Steve B. Furber:
Deep Spiking Neural Network model for time-variant signals classification: a real-time speech recognition approach. IJCNN 2018: 1-8
[c7]
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Ricardo Tapiador-Morales, Antonio Rios-Navarro, Juan Pedro Dominguez-Morales, Daniel Gutierrez-Galan, Manuel Domínguez-Morales, Angel Jiménez-Fernandez, Alejandro Linares-Barranco:
Event-based Row-by-Row Multi-convolution engine for Dynamic-Vision Feature Extraction on FPGA. IJCNN 2018: 1-7
2017
[c6]
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  - conf/ijcnn/Gutierrez-Galan17
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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:
Semi-wildlife gait patterns classification using statistical methods and Artificial Neural Networks. IJCNN 2017: 4036-4043
[c5]
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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:
Live demonstration - Multilayer spiking neural network for audio samples classification using SpiNNaker. ISCAS 2017: 1
[c4]
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  - conf/iwann/Gutierrez-Galan17
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Daniel Gutierrez-Galan, Juan Pedro Dominguez-Morales, Ricardo Tapiador-Morales, Antonio Rios-Navarro, Manuel Jesus Domínguez-Morales, Angel Jiménez-Fernandez, Alejandro Linares-Barranco:
Accuracy Improvement of Neural Networks Through Self-Organizing-Maps over Training Datasets. IWANN (1) 2017: 520-531
2016
[j1]
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  - journals/icl/Dominguez-Morales16
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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:
Wireless Sensor Network for Wildlife Tracking and Behavior Classification of Animals in Doñana. IEEE Commun. Lett. 20(12): 2534-2537 (2016)
[c3]
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  - conf/dcai/Cerezuela-Escudero16
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Elena Cerezuela-Escudero, Antonio Rios-Navarro, Juan Pedro Dominguez-Morales, Ricardo Tapiador-Morales, Daniel Gutierrez-Galan, C. Martín-Cañal, Alejandro Linares-Barranco:
Performance Evaluation of Neural Networks for Animal Behaviors Classification: Horse Gaits Case Study. DCAI 2016: 377-385
[c2]
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  - conf/ebccsp/Rios-NavarroDTG16
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Antonio Rios-Navarro, Juan Pedro Dominguez-Morales, Ricardo Tapiador-Morales, Daniel Gutierrez-Galan, Angel Jiménez-Fernandez, Alejandro Linares-Barranco:
A 20Mevps/32Mev event-based USB framework for neuromorphic systems debugging. EBCCSP 2016: 1-6
[c1]
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  - conf/icann/Dominguez-Morales16
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Juan Pedro Dominguez-Morales, Angel Jiménez-Fernandez, Antonio Rios-Navarro, Elena Cerezuela-Escudero, Daniel Gutierrez-Galan, Manuel Jesus Domínguez-Morales, Gabriel Jiménez-Moreno:
Multilayer Spiking Neural Network for Audio Samples Classification Using SpiNNaker. ICANN (1) 2016: 45-53

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