Antonio Rios-Navarro

Orcid: 0000-0003-4163-8484

According to our database1, Antonio Rios-Navarro authored at least 45 papers between 2015 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
Towards neuromorphic FPGA-based infrastructures for a robotic arm.
Auton. Robots, October, 2023

Interfacing PDM MEMS Microphones with PFM Spiking Systems: Application for Neuromorphic Auditory Sensors.
Neural Process. Lett., April, 2023

LIPSFUS: A neuromorphic dataset for audio-visual sensory fusion of lip reading.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2023

Within-Camera Multilayer Perceptron DVS Denoising.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
MAREX: A general purpose hardware architecture for membrane computing.
Inf. Sci., 2022

An MPSoC-based on-line Edge Infrastructure for Embedded Neuromorphic Robotic Controllers.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2022

Towards hardware Implementation of WTA for CPG-based control of a Spiking Robotic Arm.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2022

2021
A Deep-Learning Based Posture Detection System for Preventing Telework-Related Musculoskeletal Disorders.
Sensors, 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

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

Autonomous Driving of a Rover-Like Robot Using Neuromorphic Computing.
Proceedings of the Advances in Computational Intelligence, 2021

Dynamic Vision Sensor integration on FPGA-based CNN accelerators for high-speed visual classification.
Proceedings of the ICONS 2021: International Conference on Neuromorphic Systems 2021, 2021

2020
EdgeDRNN: Recurrent Neural Network Accelerator for Edge Inference.
IEEE J. Emerg. Sel. Topics Circuits Syst., 2020

Live Demonstration: CNN Edge Computing for Mobile Robot Navigation.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2020

EdgeDRNN: Enabling Low-latency Recurrent Neural Network Edge Inference.
Proceedings of the 2nd IEEE International Conference on Artificial Intelligence Circuits and Systems, 2020

2019
NullHop: A Flexible Convolutional Neural Network Accelerator Based on Sparse Representations of Feature Maps.
IEEE Trans. Neural Networks Learn. Syst., 2019

Dynamic Vision Sensor integration on FPGA-based CNN accelerators for high-speed visual classification.
CoRR, 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

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.
Proceedings of the XX International Conference on Human Computer Interaction, 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

Spiking Row-by-Row FPGA Multi-Kernel and Multi-Layer Convolution Processor.
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

2018
Embedded neural network for real-time animal behavior classification.
Neurocomputing, 2018

Approaching Retinal Ganglion Cell Modeling and FPGA Implementation for Robotics.
Entropy, 2018

Performance evaluation over HW/SW co-design SoC memory transfers for a CNN accelerator.
CoRR, 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

2017
Comprehensive Evaluation of OpenCL-Based CNN Implementations for FPGAs.
Proceedings of the Advances in Computational Intelligence, 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

Neuromorphic Approach Sensitivity Cell Modeling and FPGA Implementation.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2017, 2017

2016
Wireless Sensor Network for Wildlife Tracking and Behavior Classification of Animals in Doñana.
IEEE Commun. Lett., 2016

Comprehensive Evaluation of OpenCL-based Convolutional Neural Network Accelerators in Xilinx and Altera FPGAs.
CoRR, 2016

Live demonstration: Retinal ganglion cell software and FPGA implementation for object detection and tracking.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2016

Retinal ganglion cell software and FPGA model implementation for object detection and tracking.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2016

A Sensor Fusion Horse Gait Classification by a Spiking Neural Network on SpiNNaker.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2016, 2016

Multilayer Spiking Neural Network for Audio Samples Classification Using SpiNNaker.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2016, 2016

A 20Mevps/32Mev event-based USB framework for neuromorphic systems debugging.
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

ED-Scorbot: A robotic test-bed framework for FPGA-based neuromorphic systems.
Proceedings of the 6th IEEE International Conference on Biomedical Robotics and Biomechatronics, 2016

2015
Live demonstration: Real-time motor rotation frequency detection by spike-based visual and auditory AER sensory integration for FPGA.
Proceedings of the 2015 IEEE International Symposium on Circuits and Systems, 2015

Real-time motor rotation frequency detection with event-based visual and spike-based auditory AER sensory integration for FPGA.
Proceedings of the International Conference on Event-based Control, 2015

System based on inertial sensors for behavioral monitoring of wildlife.
Proceedings of the International Conference on Computer, 2015


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