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Pedro Machado
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2020 – today
- 2024
- [j9]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: 122490 (2024) - [j8]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): 1096 (2024) - [c28]Kalhan Boralessa, Isibor Kennedy Ihianle, Pedro Machado, Salisu Wada Yahaya, Ahmad Lotfi:
Input-Adaptation Approach for Human Activity Recognition. PETRA 2024 - [i19]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 abs/2401.06157 (2024) - [i18]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 abs/2405.07349 (2024) - [i17]Michael Swann, Pedro Machado, Isibor Kennedy Ihianle, Salisu Wada Yahaya, Farbod Zorriassatine, Andreas Oikonomou:
SmartAntenna: Enhancing Wireless Range with Autonomous Orientation. CoRR abs/2405.11411 (2024) - [i16]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 abs/2405.15428 (2024) - 2023
- [j7]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): 105604 (2023) - [j6]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): 139 (2023) - [j5]Pedro Machado, João Filipe Ferreira, Andreas Oikonomou, T. M. McGinnity:
NeuroHSMD: Neuromorphic Hybrid Spiking Motion Detector. ACM Trans. Reconfigurable Technol. Syst. 16(3): 36:1-36:23 (2023) - [j4]Nicholas Murray-Hill, Laura Fontes, Pedro Machado, Isibor Kennedy Ihianle:
Secure Video Streaming Using Dedicated Hardware. J. Signal Process. Syst. 95(10): 1265-1275 (2023) - [c27]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: 335-336 - [c26]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: 215-220 - [c25]Patrick Kelly, David Ada Adama, Isibor Kennedy Ihianle, Pedro Machado, Richard I. Otuka:
Exploring the Role of Fear in Human Decision Making. PETRA 2023: 505-510 - [c24]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: 435-442 - [i15]Nicholas Murray-Hill, Laura Fontes, Pedro Machado, Isibor Kennedy Ihianle:
Secure Video Streaming Using Dedicated Hardware. CoRR abs/2301.06180 (2023) - [i14]Pavithra Koralalage, Pedro Machado, Jason Smith, Isibor Kennedy Ihianle, Salisu Wada Yahaya, Andreas Oikonomou, Ahmad Lotfi:
Dynamic Training of Liquid State Machines. CoRR abs/2302.03506 (2023) - [i13]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 abs/2302.11704 (2023) - [i12]Pedro Machado:
Computational models of object motion detectors accelerated using FPGA technology. CoRR abs/2310.06842 (2023) - 2022
- [c23]Pedro Machado, Bruno Fernandes, Paulo Novais:
Benchmarking Data Augmentation Techniques for Tabular Data. IDEAL 2022: 104-112 - [c22]Finlay McKinnon, David Ada Adama, Pedro Machado, Isibor Kennedy Ihianle:
Real-Time Gesture Recognition with Virtual Glove Markers. PETRA 2022: 402-406 - [c21]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: 427-435 - [i11]Jakub Pomykala, Francisco de Lemos, Isibor Kennedy Ihianle, David Ada Adama, Pedro Machado:
Deep Learning approach for Classifying Trusses and Runners of Strawberries. CoRR abs/2207.02721 (2022) - [i10]Finlay McKinnon, David Ada Adama, Pedro Machado, Isibor Kennedy Ihianle:
Real-Time Gesture Recognition with Virtual Glove Markers. CoRR abs/2207.02729 (2022) - [i9]Isibor Kennedy Ihianle, Pedro Machado, Kayode Owa, David Ada Adama:
Towards Achieving Thermal Comfort through Physiologically Cloud based controlled HVAC System. CoRR abs/2207.04303 (2022) - [i8]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 abs/2207.06150 (2022) - [i7]Pedro Machado, T. M. McGinnity:
Exploiting High Quality Tactile Sensors for Simplified Grasping. CoRR abs/2207.12360 (2022) - [i6]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 abs/2211.11647 (2022) - 2021
- [j3]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: 125258-125268 (2021) - [j2]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: 102238 (2021) - [c20]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: 1-8 - [i5]Pedro Machado, Andreas Oikonomou, João Filipe Ferreira, T. M. McGinnity:
HSMD: An object motion detection algorithm using a Hybrid Spiking Neural Network Architecture. CoRR abs/2109.04119 (2021) - [i4]Wolfgang Bottcher, Pedro Machado, Nikesh Lama, T. M. McGinnity:
Object recognition for robotics from tactile time series data utilising different neural network architectures. CoRR abs/2109.04573 (2021) - [i3]Pedro Machado, Eiman Kanjo, Andreas Oikonomou, Ahmad Lotfi:
NeuroHSMD: Neuromorphic Hybrid Spiking Motion Detector. CoRR abs/2112.06102 (2021) - 2020
- [i2]Samuel Brandenburg, Pedro Machado, Nikesh Lama, T. M. McGinnity:
Strawberry Detection Using a Heterogeneous Multi-Processor Platform. CoRR abs/2011.03651 (2020)
2010 – 2019
- 2019
- [c19]Pedro Machado, Georgina Cosma, T. Martin McGinnity:
NatCSNN: A Convolutional Spiking Neural Network for Recognition of Objects Extracted from Natural Images. ICANN (1) 2019: 351-362 - [c18]Samuel Brandenburg, Pedro Machado, Pranjali Shinde, João Filipe Ferreira, T. Martin McGinnity:
Object Classification for Robotic Platforms. ROBOT (2) 2019: 199-210 - [c17]Salisu Wada Yahaya, Ahmad Lotfi, Mufti Mahmud, Pedro Machado, Naoyuki Kubota:
Gesture Recognition Intermediary Robot for Abnormality Detection in Human Activities. SSCI 2019: 1415-1421 - [d2]Pedro Machado, Nikesh Lama, T. M. McGinnity:
WTS-FT ROS package. Zenodo, 2019 - [d1]Pedro Machado, T. M. McGinnity:
BioTac SP ROS stack. Zenodo, 2019 - [i1]Pedro Machado, Georgina Cosma, T. Martin McGinnity:
NatCSNN: A Convolutional Spiking Neural Network for recognition of objects extracted from natural images. CoRR abs/1909.08288 (2019) - 2018
- [j1]Alicia Costalago Meruelo, Pedro Machado, Kofi Appiah, Andoni Mujika, Peter Leskovský, Roberto Álvarez, Gorka Epelde, T. Martin McGinnity:
Emulation of chemical stimulus triggered head movement in the C. elegans nematode. Neurocomputing 290: 60-73 (2018) - [c16]Pedro Machado, Andreas Oikonomou, Georgina Cosma, T. Martin McGinnity:
Bio-Inspired Ganglion Cell Models for Detecting Horizontal and Vertical Movements. IJCNN 2018: 1-8 - [c15]Pranjali Shinde, Pedro Machado, Filipe Neves dos Santos, T. Martin McGinnity:
Online Object Trajectory Classification Using FPGA-SoC Devices. UKCI 2018: 291-302 - 2016
- [c14]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: 185-191 - [c13]Kofi Appiah, Pedro Machado, Alicia Costalago Meruelo, T. Martin McGinnity:
C. elegans behavioural response germane to Hardware modelling. IJCNN 2016: 4743-4750 - [c12]Alicia Costalago Meruelo, Pedro Machado, Kofi Appiah, T. Martin McGinnity:
Challenges in clustering C. elegans neurons using computational approaches. IJCNN 2016: 4775-4781 - 2015
- [c11]Pedro Machado, Kofi Appiah, T. Martin McGinnity, John J. Wade:
Si elegans: Hardware architecture and communications protocol. IJCNN 2015: 1-8 - [c10]Alicia Costalago Meruelo, Pedro Machado, Kofi Appiah, T. Martin McGinnity:
Si elegans: A Computational Model of C. elegans Muscle Response to Light. NEUROTECHNIX 2015: 121-126 - 2014
- [c9]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: 436-438 - [c8]Pedro Machado, John J. Wade, T. Martin McGinnity:
Si elegans: FPGA hardware emulation of C. elegans nematode nervous system. NaBIC 2014: 65-71 - [c7]Pedro Machado, John J. Wade, T. Martin McGinnity:
Si elegans - Computational Modelling of C. elegans Nematode Nervous System using FPGAs. NEUROTECHNIX 2014: 169-176 - [c6]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: 189-194 - 2013
- [c5]Pedro Machado, José Campos, Rui Abreu:
MZoltar: automatic debugging of Android applications. DeMobile@ESEC/FSE 2013: 9-16 - 2010
- [c4]Carlos Leong, Pedro Machado, Vasco Bexiga, João Paulo Teixeira, Isabel C. Teixeira, José C. Silva, Pedro Lousã, João Varela:
Built-in Clock Domain Crossing (CDC) test and diagnosis in GALS systems. DDECS 2010: 72-77
2000 – 2009
- 2009
- [c3]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, Ricardo Bugalho, João F. Pinheiro, Manuel Ferreira, João Varela:
Data Acquisition Electronics for PET Mammography Imaging. BIODEVICES 2009: 192-197 - [c2]Edgar F. M. 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: 355-358
1990 – 1999
- 1998
- [c1]Daniel Gonçalves, Pedro Machado, Ana Paiva:
A New Dynamic Model for a Multi-Agent Formation. IBERAMIA 1998: 88-99
Coauthor Index
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last updated on 2024-10-07 21:22 CEST by the dblp team
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