Daniel Gutierrez Galan

Predoctoral PIF FPI Ministerio
dgutierrez5@us.es
Área de conocimiento: Arquitectura y Tecnología de Computadores
Departamento: Arquitectura y Tecnolog. de Computadores
Grupo: ROBOTICA Y TECNOLOGÍA DE COMPUTADORES (TEP-108)
Tipo Año Título Fuente
Artículo2021 An event-based digital time difference encoder model implementation for neuromorphic systems IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
Artículo2021 Efficient memory organization for dnn hardware accelerator implementation on PSoC ELECTRONICS
Artículo2021 OpenNAS: Open Source Neuromorphic Auditory Sensor HDL code generator for FPGA implementations NEUROCOMPUTING
Artículo2021 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
Artículo2021 pyNAVIS: an open-source cross-platform software for spike-based neuromorphic audio information processing NEUROCOMPUTING
Artículo2021 Real-time detection of bursts in neuronal cultures using a neuromorphic auditory sensor and spiking neural networks NEUROCOMPUTING
Artículo2021 Wide & Deep neural network model for patch aggregation in CNN-based prostate cancer detection systems COMPUTERS IN BIOLOGY AND MEDICINE
Artículo2021 Wildlife monitoring on the edge: a performance evaluation of embedded neural networks on microcontrollers for animal behavior classification. SENSORS
Ponencia2020 Live demonstration: Neuromorphic sensory integration for combining sound source localization and collision avoidance Proceedings - IEEE International Symposium on Circuits and Systems
Artículo2020 Low-power embedded system for gait classification using neural networks Journal of Low Power Electronics and Applications
Artículo2020 Neuropod: a real-time neuromorphic spiking CPG applied to robotics NEUROCOMPUTING
Ponencia2019 A low-power, reachable, wearable and intelligent IoT device for animal activity monitoring IJCCI 2019 - Proceedings of the 11th International Joint Conference on Computational Intelligence
Capítulo2019 Control neuromórfico del brazo robótico BIOROB del Citec de la Universidad de Bielefeld Avances en la investigación en ciencia e ingeniería
Artículo2019 Implementing a distance estimator for a wildlife tracking system based on 802.15.4 ELECTRONICS
Ponencia2019 Live demonstration: Neuromorphic robotics, from audio to locomotion through spiking CPG on SpiNNaker 2019 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS (ISCAS)
Ponencia2019 Live demonstration: Neuromorphic row-by-row multi-convolution FPGA processor-SpiNNaker architecture for dynamic-vision feature extraction 2019 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS (ISCAS)
Ponencia2019 Neuromorphic Sensory Integration for Combining Sound Source Localization and Collision Avoidance BioCAS 2019 - Biomedical Circuits and Systems Conference, Proceedings
Ponencia2019 Spiking row-by-row FPGA multi-kernel and multi-layer convolution processor Proceedings - 29th International Conference on Field-Programmable Logic and Applications, FPL 2019
Ponencia2019 Work-in-progress: A neuromorphic approach of the sound source localization task in real-time embedded systems Proceedings of the International Conference on Embedded Software Companion, EMSOFT 2019
Ponencia2018 Deep Spiking Neural Network model for time-variant signals classification: A real-time speech recognition approach Proceedings of the International Joint Conference on Neural Networks
Artículo2018 Embedded neural network for real-time animal behavior classification NEUROCOMPUTING
Ponencia2018 Event-based Row-by-Row Multi-convolution engine for Dynamic-Vision Feature Extraction on FPGA Proceedings of the International Joint Conference on Neural Networks
Ponencia2017 Accuracy Improvement of Neural Networks Through Self-Organizing-Maps over Training Datasets ADVANCES IN COMPUTATIONAL INTELLIGENCE, IWANN 2017, PT I
Ponencia2017 Live demonstration - Multilayer spiking neural network for audio samples classification using SpiNNaker 2017 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS (ISCAS)
Ponencia2017 Semi-wildlife gait patterns classification using Statistical Methods and Artificial Neural Networks 2017 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN)
Ponencia2016 A 20Mevps/32Mev event-based USB framework for Neuromorphic systems debugging 2016 2ND INTERNATIONAL CONFERENCE ON EVENT-BASED CONTROL, COMMUNICATION, AND SIGNAL PROCESSING (EBCCSP)
Ponencia2016 Multilayer Spiking Neural Network for Audio Samples Classification Using SpiNNaker ARTIFICIAL NEURAL NETWORKS AND MACHINE LEARNING - ICANN 2016, PT I
Ponencia2016 Performance evaluation of neural networks for animal behaviors classification: Horse gaits case study DISTRIBUTED COMPUTING AND ARTIFICIAL INTELLIGENCE, (DCAI 2016)
Artículo2016 Wireless Sensor Network for Wildlife Tracking and Behavior Classification of Animals in Donana IEEE COMMUNICATIONS LETTERS
Este investigador no ha dirigido/tutorizado tesis

Proyectos de Investigación

Fecha de inicio Fecha de fin Rol Denominación Agencia financiadora
01/01/2018 30/09/2021 Investigador/a Máquinas Bio-Inspiradas sobre plataformas de computación de altas prestaciones: un enfoque multidisciplinar (TIN2017-89842-P) Ministerio de Economía y Competitividad (Nacional)
30/12/2016 29/12/2020 Investigador/a Sistema Cognitivo de Fusión Sensorial de Visión y Audio por Eventos (TEC2016-77785-P) Ministerio de Economía y Competitividad (Nacional)
30/12/2016 29/12/2019 Investigador/a Reconocimiento Topológico de Imagenes Digitales 4d Via el Modelo Hsf (MTM2016-81030-P) Ministerio de Economía y Competitividad (Nacional)
01/06/2020 31/05/2024 Investigador/a Percepción y Cognición Neuromórfica para Actuación Robótica de Alta Velocidad (PID2019-105556GB-C33) Ministerio de Ciencia, Innovación y Universidades (Nacional)

Contratos

Fecha de inicio Fecha de fin Rol Denominación Agencia financiadora
01/05/2018 30/04/2020 Investigador/a Neuromorphic Processor Project Phase 2 (P062-18/E03) Samsung Electronics Co. Ltd. (Internacional)
01/05/2015 30/04/2018 Investigador/a Neuromorphic Processor (P051-15/E03) Samsung Electronics Co. Ltd. (Internacional)