Petros Toupas

Computer Science · Physical Sciences

6h-index155citations20works1.32yr avg
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Research Topics

Advanced Neural Network Applications(8), Human Pose and Action Recognition(8), Anomaly Detection Techniques and Applications(5), Video Surveillance and Tracking Methods(4), Network Security and Intrusion Detection(4)

Publications20 total

Medical & healthcare robotics: a roadmap for enhanced precision, safety, and efficacy
Measurement Science and Technology·2025· 2 citedOpen Access
Harnessing IoT and Robotics for Comprehensive Human Activity Recognition in Smart Buildings
Communications in computer and information science·2024· 1 cited
SMOF: Streaming Modern CNNs on FPGAs with Smart Off-Chip Eviction
2024· 2 cited
SMOF: Streaming Modern CNNs on FPGAs with Smart Off-Chip Eviction
arXiv (Cornell University)·2024Open Access
SATAY: A Streaming Architecture Toolflow for Accelerating YOLO Models on FPGA Devices
2023· 31 cited
From Detection to Action Recognition: An Edge-Based Pipeline for Robot Human Perception
arXiv (Cornell University)·2023Open Access
From Detection to Action Recognition: An Edge-Based Pipeline for Robot Human Perception
2023· 1 cited
SATAY: A Streaming Architecture Toolflow for Accelerating YOLO Models on FPGA Devices
arXiv (Cornell University)·2023· 1 citedOpen Access
fpgaHART: A Toolflow for Throughput-Oriented Acceleration of 3D CNNs for HAR onto FPGAs
2023· 5 cited
A Framework Towards Ambient Assisted Living Enhanced by Service Robots
2023· 4 cited
FMM-X3D: FPGA-Based Modeling and Mapping of X3D for Human Action Recognition
2023· 7 cited
fpgaHART: A toolflow for throughput-oriented acceleration of 3D CNNs for HAR onto FPGAs
arXiv (Cornell University)·2023Open Access
FMM-X3D: FPGA-based modeling and mapping of X3D for Human Action Recognition
arXiv (Cornell University)·2023Open Access
HARFLOW3D: A Latency-Oriented 3D-CNN Accelerator Toolflow for HAR on FPGA Devices
2023· 11 cited
HARFLOW3D: A Latency-Oriented 3D-CNN Accelerator Toolflow for HAR on FPGA Devices
arXiv (Cornell University)·2023Open Access
A Behaviour based Ransomware Detection using Neural Network Models
2020· 8 cited
A behaviour based ransomware detection using neural network models
Zenodo (CERN European Organization for Nuclear Research)·2020· 3 citedOpen Access
An Intrusion Detection System for Multi-class Classification Based on Deep Neural Networks
2019· 62 citedOpen Access
Accelerating Physics Engine Components with Embedded FPGAs
2019
Intrusion Detection System Based on Network Traffic Using Deep Neural Networks
2019· 17 citedOpen Access

Frequent Co-authors

Dimitrios Tzovaras(16), Christos-Savvas Bouganis(10), Dimitrios Giakoumis(5), Konstantinos M. Giannoutakis(4), Anastasios Drosou(4), Alexander Montgomerie-Corcoran(4), Zhewen Yu(4), Georgios Tsamis(4), Konstantinos Votis(4), Eleni Ketzaki(3), Dimitra Chamou(2), Stavros Papadopoulos(1), Andreas Kargakos(1), Dimitris K. Iakovidis(1), Panagiotis Vartholomeos(1), Alexia Le Gall(1), Matteo Cianchetti(1), Oliver Ozioko(1), Ravinder Dahiya(1), Evangelos B. Mazomenos(1)