Pedro Machado

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 45

Top Topics

Computational Model

Dedicated Hardware

Top Venues

Publications

Michael Swann, Pedro Machado, Isibor Kennedy Ihianle, Salisu Wada Yahaya, Farbod Zorriassatine, Andreas Oikonomou
SmartAntenna: Enhancing Wireless Range with Autonomous Orientation. CoRR (2024)
Dennis Monari, Jack Larkin, Pedro Machado, Jordan J. Bird, Isibor Kennedy Ihianle, Salisu Wada Yahaya, Farhad Fassihi Tash, Md Mahmudul Hasan, Ahmad Lotfi
UDEEP: Edge-based Computer Vision for In-Situ Underwater Crayfish and Plastic Detection. CoRR (2024)
Kalhan Boralessa, Isibor Kennedy Ihianle, Pedro Machado, Salisu Wada Yahaya, Ahmad Lotfi
Input-Adaptation Approach for Human Activity Recognition. PETRA (2024)
Laura Fontes, Pedro Machado, Doratha Vinkemeier, Salisu Wada Yahaya, Jordan J. Bird, Isibor Kennedy Ihianle
Enhancing Stress Detection: A Comprehensive Approach through rPPG Analysis and Deep Learning Techniques. Sensors 24 (4) (2024)
Ajay John Alex, Chloe M. Barnes, Pedro Machado, Isibor Kennedy Ihianle, Gábor Markó, Martin Bencsik, Jordan J. Bird
Enhancing Pollinator Conservation towards Agriculture 4.0: Monitoring of Bees through Object Recognition. CoRR (2024)
Isibor Kennedy Ihianle, Pedro Machado, Kayode Owa, David Ada Adama, Richard I. Otuka, Ahmad Lotfi
Minimising redundancy, maximising relevance: HRV feature selection for stress classification. Expert Syst. Appl. 239 (2024)
Matthew Gazzard, Helen Hicks, Isibor Kennedy Ihianle, Jordan J. Bird, Md Mahmudul Hasan, Pedro Machado
WeedScout: Real-Time Autonomous blackgrass Classification and Mapping using dedicated hardware. CoRR (2024)
Pavithra Koralalage, Pedro Machado, Jason Smith, Isibor Kennedy Ihianle, Salisu Wada Yahaya, Andreas Oikonomou, Ahmad Lotfi
Dynamic Training of Liquid State Machines. CoRR (2023)
Nicholas Murray-Hill, Laura Fontes, Pedro Machado, Isibor Kennedy Ihianle
Secure Video Streaming Using Dedicated Hardware. CoRR (2023)
Pedro Machado, João Filipe Ferreira, Andreas Oikonomou, T. M. McGinnity
NeuroHSMD: Neuromorphic Hybrid Spiking Motion Detector. ACM Trans. Reconfigurable Technol. Syst. 16 (3) (2023)
Saminder Dhesi, Laura Fontes, Pedro Machado, Isibor Kennedy Ihianle, Farhad Fassihi Tash, David Ada Adama
Mitigating Adversarial Attacks in Deepfake Detection: An Exploration of Perturbation and AI Techniques. CoRR (2023)
Pedro Machado, Jéssyka Vilela, Mariana Maia Peixoto, Carla T. L. L. Silva
A systematic study on the impact of GDPR compliance on Organizations. SBSI (2023)
Tangzheng Lian, David Ada Adama, Pedro Machado, Doratha E. Drake Vinkemeier
Supervised Contrastive Learning with Identity-Label Embeddings for Facial Action Unit Recognition. BMVC (2023)
Sandro Costa Magalhães, Filipe Neves dos Santos, Pedro Machado, António Paulo Moreira, Jorge Dias
Benchmarking edge computing devices for grape bunches and trunks detection using accelerated object detection single shot multibox deep learning models. Eng. Appl. Artif. Intell. 117 (Part) (2023)
Jordan J. Bird, Isibor Kennedy Ihianle, Pedro Machado, David J. Brown, Ahmad Lotfi
A Neuroevolution Approach to Keypoint-Based Sign Language Fingerspelling Classification. IIAI-AAI-Winter (2023)
João Filipe Ferreira, David Portugal, Maria Eduarda Andrada, Pedro Machado, Rui P. Rocha, Paulo Peixoto
Sensing and Artificial Perception for Robots in Precision Forestry: A Survey. Robotics 12 (5) (2023)
Pedro Machado
Computational models of object motion detectors accelerated using FPGA technology. CoRR (2023)
Nicholas Murray-Hill, Laura Fontes, Pedro Machado, Isibor Kennedy Ihianle
Secure Video Streaming Using Dedicated Hardware. J. Signal Process. Syst. 95 (10) (2023)
Patrick Kelly, David Ada Adama, Isibor Kennedy Ihianle, Pedro Machado, Richard I. Otuka
Exploring the Role of Fear in Human Decision Making. PETRA (2023)
Finlay McKinnon, David Ada Adama, Pedro Machado, Isibor Kennedy Ihianle
Real-Time Gesture Recognition with Virtual Glove Markers. CoRR (2022)
Pedro Machado, Ivica Matic, Francisco de Lemos, Isibor Kennedy Ihianle, David Ada Adama
Estimating the Power Consumption of Heterogeneous Devices when performing AI Inference. CoRR (2022)
Finlay McKinnon, David Ada Adama, Pedro Machado, Isibor Kennedy Ihianle
Real-Time Gesture Recognition with Virtual Glove Markers. PETRA (2022)
Isibor Kennedy Ihianle, Pedro Machado, Kayode Owa, David Ada Adama
Towards Achieving Thermal Comfort through Physiologically Cloud based controlled HVAC System. CoRR (2022)
Jakub Pomykala, Francisco de Lemos, Isibor Kennedy Ihianle, David Ada Adama, Pedro Machado
Deep Learning approach for Classifying Trusses and Runners of Strawberries. CoRR (2022)
Sandro Costa Magalhães, Filipe Neves dos Santos, Pedro Machado, António Paulo Moreira, Jorge Dias
Benchmarking Edge Computing Devices for Grape Bunches and Trunks Detection using Accelerated Object Detection Single Shot MultiBox Deep Learning Models. CoRR (2022)
Pedro Machado, Bruno Fernandes, Paulo Novais
Benchmarking Data Augmentation Techniques for Tabular Data. IDEAL (2022)
Pedro Machado, T. M. McGinnity
Exploiting High Quality Tactile Sensors for Simplified Grasping. CoRR (2022)
Jakub Pomykala, Francisco de Lemos, Isibor Kennedy Ihianle, David Ada Adama, Pedro Machado
Deep Learning Approach for Classifying Trusses and Runners of Strawberries. UKCI (2022)
Wolfgang Bottcher, Pedro Machado, Nikesh Lama, T. M. McGinnity
Object recognition for robotics from tactile time series data utilising different neural network architectures. CoRR (2021)
Pedro Machado, Andreas Oikonomou, João Filipe Ferreira, T. Martin McGinnity
HSMD: An Object Motion Detection Algorithm Using a Hybrid Spiking Neural Network Architecture. IEEE Access 9 (2021)
Pedro Machado, Eiman Kanjo, Andreas Oikonomou, Ahmad Lotfi
NeuroHSMD: Neuromorphic Hybrid Spiking Motion Detector. CoRR (2021)
Sandro Pinto, Pedro Machado, Daniel Oliveira, David Cerdeira, Tiago Gomes
Self-secured devices: High performance and secure I/O access in TrustZone-based systems. J. Syst. Archit. 119 (2021)
Pedro Machado, Andreas Oikonomou, João Filipe Ferreira, T. M. McGinnity
HSMD: An object motion detection algorithm using a Hybrid Spiking Neural Network Architecture. CoRR (2021)
Wolfgang Bottcher, Pedro Machado, Nikesh Lama, T. M. McGinnity
Object recognition for robotics from tactile time series data utilising different neural network architectures. IJCNN (2021)
Samuel Brandenburg, Pedro Machado, Nikesh Lama, T. M. McGinnity
Strawberry Detection Using a Heterogeneous Multi-Processor Platform. CoRR (2020)
Pedro Machado, Georgina Cosma, T. Martin McGinnity
NatCSNN: A Convolutional Spiking Neural Network for recognition of objects extracted from natural images. CoRR (2019)
Pedro Machado, Georgina Cosma, T. Martin McGinnity
NatCSNN: A Convolutional Spiking Neural Network for Recognition of Objects Extracted from Natural Images. ICANN (1) (2019)
Samuel Brandenburg, Pedro Machado, Pranjali Shinde, João Filipe Ferreira, T. Martin McGinnity
Object Classification for Robotic Platforms. ROBOT (2) (2019)
Salisu Wada Yahaya, Ahmad Lotfi, Mufti Mahmud, Pedro Machado, Naoyuki Kubota
Gesture Recognition Intermediary Robot for Abnormality Detection in Human Activities. SSCI (2019)
Pedro Machado, Andreas Oikonomou, Georgina Cosma, T. Martin McGinnity
Bio-Inspired Ganglion Cell Models for Detecting Horizontal and Vertical Movements. IJCNN (2018)
Alicia Costalago Meruelo, Pedro Machado, Kofi Appiah, Andoni Mujika, Peter Leskovský, Roberto Álvarez, Gorka Epelde, T. Martin McGinnity
nematode. Neurocomputing 290 (2018)
Pranjali Shinde, Pedro Machado, Filipe Neves dos Santos, T. Martin McGinnity
Online Object Trajectory Classification Using FPGA-SoC Devices. UKCI (2018)
Kofi Appiah, Pedro Machado, Alicia Costalago Meruelo, T. Martin McGinnity
C. elegans behavioural response germane to Hardware modelling. IJCNN (2016)
Alicia Costalago Meruelo, Pedro Machado, Kofi Appiah, T. Martin McGinnity
Challenges in clustering C. elegans neurons using computational approaches. IJCNN (2016)
Pedro Machado, Alicia Costalago Meruelo, Nikesh Lama, David Ada Adama, Kofi Appiah, T. Martin McGinnity, Alexey Petrushin, Lorenzo Ferrara, Axel W. Blau
Si elegans: Evaluation of an innovative optical synaptic connectivity method for C. elegans Phototaxis using FPGAs. IJCNN (2016)
Pedro Machado, Kofi Appiah, T. Martin McGinnity, John J. Wade
Si elegans: Hardware architecture and communications protocol. IJCNN (2015)
Alicia Costalago Meruelo, Pedro Machado, Kofi Appiah, T. Martin McGinnity
Si elegans: A Computational Model of C. elegans Muscle Response to Light. NEUROTECHNIX (2015)
Pedro Machado, John J. Wade, T. Martin McGinnity
Si elegans: FPGA hardware emulation of C. elegans nematode nervous system. NaBIC (2014)
Axel W. Blau, Frank Callaly, Seamus Cawley, Aedan Coffey, Alessandro De Mauro, Gorka Epelde, Lorenzo Ferrara, Finn Krewer, Carlo Liberale, Pedro Machado, Gregory Maclair, Thomas Martin McGinnity, Fearghal Morgan, Andoni Mujika, Alessandro Petrushin, Gautier Robin, John J. Wade
The Si elegans Project - The Challenges and Prospects of Emulating Caenorhabditis elegans. Living Machines (2014)
Axel W. Blau, Frank Callaly, Seamus Cawley, Aedan Coffey, Alessandro De Mauro, Gorka Epelde, Lorenzo Ferrara, Finn Krewer, Carlo Liberale, Pedro Machado, Gregory Maclair, Thomas Martin McGinnity, Fearghal Morgan, Andoni Mujika, Alexey Petrushin, Gautier Robin, John J. Wade
Exploring Neural Principles with Si elegans, a Neuromimetic Representation of the Nematode Caenorhabditis elegans. NEUROTECHNIX (2014)
Pedro Machado, John J. Wade, T. Martin McGinnity
Si elegans - Computational Modelling of C. elegans Nematode Nervous System using FPGAs. NEUROTECHNIX (2014)
Pedro Machado, José Campos, Rui Abreu
MZoltar: automatic debugging of Android applications. DeMobile@ESEC/FSE (2013)
Carlos Leong, Pedro Machado, Vasco Bexiga, João Paulo Teixeira, Isabel C. Teixeira, J. C. Silva, Pedro Lousã, João Varela
Built-in Clock Domain Crossing (CDC) test and diagnosis in GALS systems. DDECS (2010)
Carlos Leong, Pedro Machado, Vasco Bexiga, João Paulo Teixeira, Isabel C. Teixeira, Joel Rego, Pedro Neves, Fernando Piedade, Pedro Lousã, Pedro Miguel Rodrigues, Andreia Trindade, R. Bugalho, J. F. Pinheiro, Manuel Ferreira, João Varela
Data Acquisition Electronics for PET Mammography Imaging. BIODEVICES (2009)
Edgar Albuquerque, Vasco Bexiga, Ricardo Bugalho, Bruno Carriço, Cláudia S. Ferreira, Miguel Ferreira, Joaquim Godinho, Fernando M. Gonçalves, Carlos Leong, Pedro Lousã, Pedro Machado, Rui Moura, Pedro Neves, Catarina Ortigão, Fernando Piedade, João F. Pinheiro, P. Relvas, Angelo Rivetti, Pedro Miguel Rodrigues, José C. Silva, Manuel M. Silva, Isabel C. Teixeira, João Paulo Teixeira, Andreia Trindade, João Varela
On-Detector Electronics of the Clear PEM Scanner. BIODEVICES (2009)
Daniel Gonçalves, Pedro Machado, Ana Paiva
A New Dynamic Model for a Multi-Agent Formation. IBERAMIA (1998)