Pedro Machado

Orcid: 0000-0003-1760-3871

According to our database1, Pedro Machado authored at least 51 papers between 1998 and 2024.

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

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2024
Enhancing Stress Detection: A Comprehensive Approach through rPPG Analysis and Deep Learning Techniques.
Sensors, February, 2024

Minimising redundancy, maximising relevance: HRV feature selection for stress classification.
Expert Syst. Appl., 2024

Enhancing Pollinator Conservation towards Agriculture 4.0: Monitoring of Bees through Object Recognition.
CoRR, 2024

SmartAntenna: Enhancing Wireless Range with Autonomous Orientation.
CoRR, 2024

WeedScout: Real-Time Autonomous blackgrass Classification and Mapping using dedicated hardware.
CoRR, 2024

UDEEP: Edge-based Computer Vision for In-Situ Underwater Crayfish and Plastic Detection.
CoRR, 2024

Input-Adaptation Approach for Human Activity Recognition.
Proceedings of the 17th International Conference on PErvasive Technologies Related to Assistive Environments, 2024

2023
Secure Video Streaming Using Dedicated Hardware.
J. Signal Process. Syst., October, 2023

NeuroHSMD: Neuromorphic Hybrid Spiking Motion Detector.
ACM Trans. Reconfigurable Technol. Syst., September, 2023

Sensing and Artificial Perception for Robots in Precision Forestry: A Survey.
Robotics, August, 2023

Benchmarking edge computing devices for grape bunches and trunks detection using accelerated object detection single shot multibox deep learning models.
Eng. Appl. Artif. Intell., 2023

Computational models of object motion detectors accelerated using FPGA technology.
CoRR, 2023

Mitigating Adversarial Attacks in Deepfake Detection: An Exploration of Perturbation and AI Techniques.
CoRR, 2023

Dynamic Training of Liquid State Machines.
CoRR, 2023

A systematic study on the impact of GDPR compliance on Organizations.
Proceedings of the XIX Brazilian Symposium on Information Systems, 2023

Exploring the Role of Fear in Human Decision Making.
Proceedings of the 16th International Conference on PErvasive Technologies Related to Assistive Environments, 2023

A Neuroevolution Approach to Keypoint-Based Sign Language Fingerspelling Classification.
Proceedings of the 15th International Congress on Advanced Applied Informatics Winter, 2023

Supervised Contrastive Learning with Identity-Label Embeddings for Facial Action Unit Recognition.
Proceedings of the 34th British Machine Vision Conference 2023, 2023

2022
Exploiting High Quality Tactile Sensors for Simplified Grasping.
CoRR, 2022

Estimating the Power Consumption of Heterogeneous Devices when performing AI Inference.
CoRR, 2022

Towards Achieving Thermal Comfort through Physiologically Cloud based controlled HVAC System.
CoRR, 2022

Deep Learning Approach for Classifying Trusses and Runners of Strawberries.
Proceedings of the Advances in Computational Intelligence Systems, 2022

Real-Time Gesture Recognition with Virtual Glove Markers.
Proceedings of the PETRA '22: The 15th International Conference on PErvasive Technologies Related to Assistive Environments, Corfu, Greece, 29 June 2022, 2022

Benchmarking Data Augmentation Techniques for Tabular Data.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2022, 2022

2021
Self-secured devices: High performance and secure I/O access in TrustZone-based systems.
J. Syst. Archit., 2021

NeuroHSMD: Neuromorphic Hybrid Spiking Motion Detector.
CoRR, 2021

HSMD: An Object Motion Detection Algorithm Using a Hybrid Spiking Neural Network Architecture.
IEEE Access, 2021

Object recognition for robotics from tactile time series data utilising different neural network architectures.
Proceedings of the International Joint Conference on Neural Networks, 2021

2020
Strawberry Detection Using a Heterogeneous Multi-Processor Platform.
CoRR, 2020

2019
BioTac SP ROS stack.
Dataset, November, 2019

WTS-FT ROS package.
Dataset, November, 2019

Gesture Recognition Intermediary Robot for Abnormality Detection in Human Activities.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019

Object Classification for Robotic Platforms.
Proceedings of the Robot 2019: Fourth Iberian Robotics Conference, 2019

NatCSNN: A Convolutional Spiking Neural Network for Recognition of Objects Extracted from Natural Images.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019: Theoretical Neural Computation, 2019

2018
Emulation of chemical stimulus triggered head movement in the <i>C. elegans</i> nematode.
Neurocomputing, 2018

Online Object Trajectory Classification Using FPGA-SoC Devices.
Proceedings of the Advances in Computational Intelligence Systems, 2018

Bio-Inspired Ganglion Cell Models for Detecting Horizontal and Vertical Movements.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

2016
Challenges in clustering C. elegans neurons using computational approaches.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Si elegans: Evaluation of an innovative optical synaptic connectivity method for C. elegans Phototaxis using FPGAs.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

C. elegans behavioural response germane to Hardware modelling.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

2015
Si elegans: A Computational Model of C. elegans Muscle Response to Light.
Proceedings of the 3rd International Congress on Neurotechnology, 2015

Si elegans: Hardware architecture and communications protocol.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

2014
Si elegans - Computational Modelling of C. elegans Nematode Nervous System using FPGAs.
Proceedings of the 2nd International Congress on Neurotechnology, 2014

Exploring Neural Principles with Si elegans, a Neuromimetic Representation of the Nematode Caenorhabditis elegans.
Proceedings of the 2nd International Congress on Neurotechnology, 2014

Si elegans: FPGA hardware emulation of C. elegans nematode nervous system.
Proceedings of the 2014 Sixth World Congress on Nature and Biologically Inspired Computing, 2014

The Si elegans Project - The Challenges and Prospects of Emulating Caenorhabditis elegans.
Proceedings of the Biomimetic and Biohybrid Systems - Third International Conference, 2014

2013
MZoltar: automatic debugging of Android applications.
Proceedings of the 2013 International Workshop on Software Development Lifecycle for Mobile, 2013

2010
Built-in Clock Domain Crossing (CDC) test and diagnosis in GALS systems.
Proceedings of the 13th IEEE International Symposium on Design and Diagnostics of Electronic Circuits and Systems, 2010

2009


1998
A New Dynamic Model for a Multi-Agent Formation.
Proceedings of the Progress in Artificial Intelligence, 1998


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