José Antonio Rios Navarro

Profesor Ayudante Doctor
arios@us.es
Área de conocimiento: Arquitectura y Tecnología de Computadores
Departamento: Arquitectura y Tecnolog. de Computadores
Grupo: ROBOTICA Y TECNOLOGÍA DE COMPUTADORES (TEP-108)
Instituto de Inv.: I3US
Tipo Año Título Fuente
Artículo2021 A deep-learning based posture detection system for preventing telework-related musculoskeletal disorders SENSORS
Ponencia2021 Autonomous driving of a rover-like robot using neuromorphic computing Lecture Notes in Computer Science
Artículo2021 Efficient memory organization for dnn hardware accelerator implementation on PSoC ELECTRONICS
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 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 EdgeDRNN: enabling low-latency recurrent neural network edge inference Proceedings - 2020 IEEE International Conference on Artificial Intelligence Circuits and Systems, AICAS 2020
Artículo2020 EdgeDRNN: recurrent neural network accelerator for edge inference IEEE JOURNAL ON EMERGING AND SELECTED TOPICS IN CIRCUITS AND SYSTEMS
Ponencia2020 Live demonstration: CNN edge computing for mobile robot navigation Proceedings - IEEE International Symposium on Circuits and Systems
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
Ponencia2019 Efficient DMA transfers management on embedded Linux PSoC for Deep-Learning gestures recognition: Using Dynamic Vision Sensor and NullHop one-layer CNN accelerator to play RoShamBo SPLC'19: PROCEEDINGS OF THE 23RD INTERNATIONAL SYSTEMS AND SOFTWARE PRODUCT LINE CONFERENCE, VOL A
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)
Artículo2019 Neuronal specialization for fine-grained distance estimation using a real-time bio-inspired stereo vision system ELECTRONICS
Artículo2019 NullHop: A Flexible Convolutional Neural Network Accelerator Based on Sparse Representations of Feature Maps IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
Ponencia2019 Parallel Image Processing Using a Pure Topological Framework Avances en Arquitectura y Tecnología de Computadores: Actas de Jornadas SARTECO, Cáceres, 18 a 20 de septiembre de 2019|
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
Artículo2018 Approaching Retinal Ganglion Cell Modeling and FPGA Implementation for Robotics ENTROPY
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
Ponencia2018 Performance evaluation over HW/SW co-design SoC memory transfers for a CNN accelerator 2018 IEEE 18TH INTERNATIONAL CONFERENCE ON NANOTECHNOLOGY (IEEE-NANO)
Ponencia2017 Accuracy Improvement of Neural Networks Through Self-Organizing-Maps over Training Datasets ADVANCES IN COMPUTATIONAL INTELLIGENCE, IWANN 2017, PT I
Ponencia2017 Comprehensive Evaluation of OpenCL-Based CNN Implementations for FPGAs ADVANCES IN COMPUTATIONAL INTELLIGENCE, IWANN 2017, PT II
Ponencia2017 Live demonstration - Multilayer spiking neural network for audio samples classification using SpiNNaker 2017 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS (ISCAS)
Ponencia2017 Neuromorphic Approach Sensitivity Cell Modeling and FPGA Implementation ARTIFICIAL NEURAL NETWORKS AND MACHINE LEARNING - ICANN 2017, PT I
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 A Sensor Fusion Horse Gait Classification by a Spiking Neural Network on SpiNNaker ARTIFICIAL NEURAL NETWORKS AND MACHINE LEARNING - ICANN 2016, PT I
Ponencia2016 ED-Scorbot: A robotic test-bed framework for FPGA-based neuromorphic systems 2016 6TH IEEE INTERNATIONAL CONFERENCE ON BIOMEDICAL ROBOTICS AND BIOMECHATRONICS (BIOROB)
Ponencia2016 Live demonstration: Retinal ganglion cell software and FPGA implementation for object detection and tracking 2016 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS (ISCAS)
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)
Ponencia2016 Retinal ganglion cell software and FPGA model implementation for object detection and tracking 2016 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS (ISCAS)
Artículo2016 Wireless Sensor Network for Wildlife Tracking and Behavior Classification of Animals in Donana IEEE COMMUNICATIONS LETTERS
Ponencia2015 Live demonstration: Real-time motor rotation frequency detection by spike-based visual and auditory AER sensory integration for FPGA 2015 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS (ISCAS)
Ponencia2015 Real-Time motor rotation frequency detection with event-based visual and spike-based auditory AER sensory integration for FPGA Proceedings of 1st International Conference on Event-Based Control, Communication and Signal Processing, EBCCSP 2015
Ponencia2015 System based on inertial sensors for behavioral monitoring of wildlife 2015 INTERNATIONAL CONFERENCE ON COMPUTER, INFORMATION AND TELECOMMUNICATION SYSTEMS (CITS)
Ponencia2014 Live demonstration: Real-time motor rotation frequency detection by spike-based visual and auditory sensory fusion on AER and FPGA Lecture Notes in Computer Science

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
17/06/2020 31/10/2021 Investigador/a Adaptación de Sistemas Opentrons y del Software de Trazabilidad VTS (Visual Tracking System) para la Preparación, Gestión y Trazabilidad de Muestras COVID-19 (P064-20/E03) Vitro, S.A. (Nacional)
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)