Petros Toupas

According to our database, Petros Toupas authored at least 11 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

SMOF: Streaming Modern CNNs on FPGAs with Smart Off-Chip Eviction.

Petros Toupas, Zhewen Yu, Christos-Savvas Bouganis, Dimitrios Tzovaras

Proceedings of the 32nd IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2024

2023

From Detection to Action Recognition: An Edge-Based Pipeline for Robot Human Perception.

Petros Toupas, Georgios Tsamis, Dimitrios Giakoumis, Konstantinos Votis, Dimitrios Tzovaras

CoRR, 2023

A Framework Towards Ambient Assisted Living Enhanced by Service Robots.

Petros Toupas, Georgios Tsamis, Andreas Kargakos, Dimitrios Giakoumis, Konstantinos Votis, Dimitrios Tzovaras

Proceedings of the 16th International Conference on PErvasive Technologies Related to Assistive Environments, 2023

SATAY: A Streaming Architecture Toolflow for Accelerating YOLO Models on FPGA Devices.

Alexander Montgomerie-Corcoran, Petros Toupas, Zhewen Yu, Christos-Savvas Bouganis

Proceedings of the International Conference on Field Programmable Technology, 2023

fpgaHART: A Toolflow for Throughput-Oriented Acceleration of 3D CNNs for HAR onto FPGAs.

Petros Toupas, Christos-Savvas Bouganis, Dimitrios Tzovaras

Proceedings of the 33rd International Conference on Field-Programmable Logic and Applications, 2023

HARFLOW3D: A Latency-Oriented 3D-CNN Accelerator Toolflow for HAR on FPGA Devices.

Petros Toupas, Alexander Montgomerie-Corcoran, Christos-Savvas Bouganis, Dimitrios Tzovaras

Proceedings of the 31st IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2023

FMM-X3D: FPGA-Based Modeling and Mapping of X3D for Human Action Recognition.

Petros Toupas, Christos-Savvas Bouganis, Dimitrios Tzovaras

Proceedings of the 34th IEEE International Conference on Application-specific Systems, 2023

2020

A Behaviour based Ransomware Detection using Neural Network Models.

Eleni Ketzaki, Petros Toupas, Konstantinos M. Giannoutakis, Anastasios Drosou, Dimitrios Tzovaras

Proceedings of the 10th International Conference on Advanced Computer Information Technologies, 2020

2019

An Intrusion Detection System for Multi-class Classification Based on Deep Neural Networks.

Petros Toupas, Dimitra Chamou, Konstantinos M. Giannoutakis, Anastasios Drosou, Dimitrios Tzovaras

Proceedings of the 18th IEEE International Conference On Machine Learning And Applications, 2019

Accelerating Physics Engine Components with Embedded FPGAs.

Petros Toupas, Andreas Brokalakis, Ioannis Papaefstathiou

Proceedings of the 29th International Conference on Field Programmable Logic and Applications, 2019

Intrusion Detection System Based on Network Traffic Using Deep Neural Networks.

Dimitra Chamou, Petros Toupas, Eleni Ketzaki, Stavros Papadopoulos, Konstantinos M. Giannoutakis, Anastasios Drosou, Dimitrios Tzovaras

Proceedings of the 24th IEEE International Workshop on Computer Aided Modeling and Design of Communication Links and Networks, 2019