Daniel Gutierrez-Galan
Orcid: 0000-0003-3100-0604
According to our database1,
Daniel Gutierrez-Galan
authored at least 30 papers
between 2016 and 2023.
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Bibliography
2023
Neuromorph. Comput. Eng., June, 2023
Interfacing PDM MEMS Microphones with PFM Spiking Systems: Application for Neuromorphic Auditory Sensors.
Neural Process. Lett., April, 2023
2022
An Event-Based Digital Time Difference Encoder Model Implementation for Neuromorphic Systems.
IEEE Trans. Neural Networks Learn. Syst., 2022
Towards the Neuromorphic Implementation of the Auditory Perception in the iCub Robotic Platform.
Proceedings of the NICE 2022: Neuro-Inspired Computational Elements Conference, 2022
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.
Sensors, 2021
Wildlife Monitoring on the Edge: A Performance Evaluation of Embedded Neural Networks on Microcontrollers for Animal Behavior Classification.
Sensors, 2021
OpenNAS: Open Source Neuromorphic Auditory Sensor HDL code generator for FPGA implementations.
Neurocomputing, 2021
Real-time detection of bursts in neuronal cultures using a neuromorphic auditory sensor and spiking neural networks.
Neurocomputing, 2021
pyNAVIS: An open-source cross-platform software for spike-based neuromorphic audio information processing.
Neurocomputing, 2021
Wide & Deep neural network model for patch aggregation in CNN-based prostate cancer detection systems.
Comput. Biol. Medicine, 2021
2020
Neurocomputing, 2020
Live Demonstration: Neuromorphic Sensory Integration for Combining Sound Source Localization and Collision Avoidance.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2020
2019
Interfacing PDM sensors with PFM spiking systems: application for Neuromorphic Auditory Sensors.
CoRR, 2019
Live Demonstration: Neuromorphic Row-by-Row Multi-Convolution FPGA Processor-SpiNNaker Architecture for Dynamic-Vision Feature Extraction.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2019
Live Demonstration: Neuromorphic Robotics, from Audio to Locomotion Through Spiking CPG on SpiNNaker.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2019
A Low-power, Reachable, Wearable and Intelligent IoT Device for Animal Activity Monitoring.
Proceedings of the 11th International Joint Conference on Computational Intelligence, 2019
Proceedings of the 29th International Conference on Field Programmable Logic and Applications, 2019
A neuromorphic approach of the sound source localization task in real-time embedded systems: work-in-progress.
Proceedings of the International Conference on Embedded Software Companion, 2019
Neuromorphic Sensory Integration for Combining Sound Source Localization and Collision Avoidance.
Proceedings of the 2019 IEEE Biomedical Circuits and Systems Conference, 2019
2018
Neurocomputing, 2018
Event-based Row-by-Row Multi-convolution engine for Dynamic-Vision Feature Extraction on FPGA.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
Deep Spiking Neural Network model for time-variant signals classification: a real-time speech recognition approach.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
2017
Accuracy Improvement of Neural Networks Through Self-Organizing-Maps over Training Datasets.
Proceedings of the Advances in Computational Intelligence, 2017
Live demonstration - Multilayer spiking neural network for audio samples classification using SpiNNaker.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2017
Semi-wildlife gait patterns classification using statistical methods and Artificial Neural Networks.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
2016
Wireless Sensor Network for Wildlife Tracking and Behavior Classification of Animals in Doñana.
IEEE Commun. Lett., 2016
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2016, 2016
Proceedings of the Second International Conference on Event-based Control, 2016
Performance Evaluation of Neural Networks for Animal Behaviors Classification: Horse Gaits Case Study.
Proceedings of the Distributed Computing and Artificial Intelligence, 2016