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Dr. Pedro Machado
Dr. Pedro Machado
Lecturer, Department of Computer Science, Nottingham Trent University
Verified email at ntu.ac.uk - Homepage
Title
Cited by
Cited by
Year
Sensing and artificial perception for robots in precision forestry: a survey
JF Ferreira, D Portugal, ME Andrada, P Machado, RP Rocha, P Peixoto
Robotics 12 (5), 139, 2023
462023
Energy and performance trade-off optimization in heterogeneous computing via reinforcement learning
Z Yu, P Machado, A Zahid, AM Abdulghani, K Dashtipour, H Heidari, ...
Electronics 9 (11), 1812, 2020
442020
Enhancing stress detection: A comprehensive approach through rPPG analysis and deep learning techniques
L Fontes, P Machado, D Vinkemeier, S Yahaya, JJ Bird, IK Ihianle
Sensors 24 (4), 1096, 2024
382024
Benchmarking edge computing devices for grape bunches and trunks detection using accelerated object detection single shot multibox deep learning models
SC Magalhães, FN dos Santos, P Machado, AP Moreira, J Dias
Engineering Applications of Artificial Intelligence 117, 105604, 2023
372023
Plant Leaf Disease Detection Using Deep Learning: A Multi-Dataset Approach
MS Krishna, P Machado, RI Otuka, SW Yahaya, F Neves dos Santos, ...
J 8 (1), 4, 2025
252025
Minimising redundancy, maximising relevance: HRV feature selection for stress classification
IK Ihianle, P Machado, K Owa, DA Adama, R Otuka, A Lotfi
Expert Systems with Applications 239, 122490, 2024
242024
Gesture recognition intermediary robot for abnormality detection in human activities
SW Yahaya, A Lotfi, M Mahmud, P Machado, N Kubota
2019 IEEE Symposium Series on Computational Intelligence (SSCI), 1415-1421, 2019
232019
Object recognition for robotics from tactile time series data utilising different neural network architectures
W Bottcher, P Machado, N Lama, TM McGinnity
2021 International Joint Conference on Neural Networks (IJCNN), 1-8, 2021
172021
HSMD: An object motion detection algorithm using a hybrid spiking neural network architecture
P Machado, A Oikonomou, JF Ferreira, TM Mcginnity
IEEE Access 9, 125258-125268, 2021
162021
Emulation of chemical stimulus triggered head movement in the C. elegans nematode
A Costalago-Meruelo, P Machado, K Appiah, A Mujika, P Leskovsky, ...
Journal of Neurocomputing, 2018
162018
Mitigating adversarial attacks in deepfake detection: An exploration of perturbation and AI techniques
S Dhesi, L Fontes, P Machado, IK Ihianle, FF Tash, DA Adama
arXiv preprint arXiv:2302.11704, 2023
152023
The Si elegans Project – The Challenges and Prospects of Emulating Caenorhabditis elegans
AB Blau, F Callaly, S Cawley, A Coffey, A De Mauro, G Epelde, L Ferrara, ...
Biomimetic and Biohybrid Systems 8608, 436-438, 2014
122014
Si elegans: FPGA Hardware Emulation of C. elegans Nematode Nervous System
P Machado, JJ Wade, TM McGinnity
2014 Sixth World Congress on Nature and Biologically Inspired Computing …, 2014
122014
NatCSNN: a convolutional spiking neural network for recognition of objects extracted from natural images
P Machado, G Cosma, TM McGinnity
International Conference on Artificial Neural Networks, 351-362, 2019
102019
Underwater communication systems and their impact on aquatic life—a survey
FPF Domingos, A Lotfi, IK Ihianle, O Kaiwartya, P Machado
Electronics 14 (1), 7, 2024
92024
Quantotrace: Quantum error correction as a service for robust quantum computing
MM Hasan, MM Rahman, MM Ali, P Machado
2024 6th International Conference on Electrical Engineering and Information …, 2024
82024
Si elegans: Hardware Architecture and Communications Protocol
P Machado, JJ Wade, K Appiah, TM McGinnity
The 2015 International Joint Conference on Neural Networks, 3473-3479, 2015
82015
Secure video streaming using dedicated hardware
N Murray-Hill, L Fontes, P Machado, IK Ihianle
Journal of Signal Processing Systems 95 (10), 1265-1275, 2023
62023
Deep learning approach for classifying trusses and runners of strawberries
J Pomykala, F de Lemos, IK Ihianle, DA Adama, P Machado
UK Workshop on Computational Intelligence, 427-435, 2022
62022
Enhancing pollinator conservation: Monitoring of bees through object recognition
AJ Alex, CM Barnes, P Machado, I Ihianle, G Markó, M Bencsik, JJ Bird
Computers and Electronics in Agriculture 228, 109665, 2025
52025
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Articles 1–20