Daniel Gutierrez-Galan

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 31

Top Topics

Animal Behavior

Collision Avoidance

Top Venues

Publications

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) (2023)
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) (2023)
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)
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) (2022)
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 (2021)
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 (2021)
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) (2021)
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) (2021)
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 (2021)
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 (2021)
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 (2021)
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 (2020)
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)
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)
Daniel Gutierrez-Galan, Juan Pedro Dominguez-Morales, Fernando Perez-Peña, Alejandro Linares-Barranco
NeuroPod: a real-time neuromorphic spiking CPG applied to robotics. CoRR (2019)
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 (2019)
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)
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)
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)
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)
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)
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 (2018)
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)
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)
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)
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)
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)
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)
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)
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)
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) (2016)