Florentia Afentaki

According to our database, Florentia Afentaki authored at least 9 papers between 2023 and 2025.

Collaborative distances:

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

2025

Compact Yet Highly Accurate Printed Classifiers Using Sequential Support Vector Machine Circuits.

Ilias Sertaridis, Spyridon Besias, Florentia Afentaki, Konstantinos Balaskas, Georgios Zervakis

CoRR, February, 2025

Late Breaking Results: Energy-Efficient Printed Machine Learning Classifiers with Sequential SVMs.

Spyridon Besias, Ilias Sertaridis, Florentia Afentaki, Konstantinos Balaskas, Georgios Zervakis

CoRR, January, 2025

Sequential Printed Multilayer Perceptron Circuits for Super-TinyML Multi-Sensory Applications.

Gurol Saglam, Florentia Afentaki, Georgios Zervakis, Mehdi B. Tahoori

Proceedings of the 30th Asia and South Pacific Design Automation Conference, 2025

Design and In-training Optimization of Binary Search ADC for Flexible Classifiers.

Paula Carolina Lozano Duarte, Florentia Afentaki, Georgios Zervakis, Mehdi B. Tahoori

Proceedings of the 30th Asia and South Pacific Design Automation Conference, 2025

2024

Reducing ADC Front-End Costs During Training of On-Sensor Printed Multilayer Perceptrons.

Florentia Afentaki, Paula Carolina Lozano Duarte, Georgios Zervakis, Mehdi B. Tahoori

IEEE Embed. Syst. Lett., December, 2024

Sequential Printed MLP Circuits for Super TinyML Multi-Sensory Applications.

Gurol Saglam, Florentia Afentaki, Georgios Zervakis, Mehdi B. Tahoori

CoRR, 2024

Fault Sensitivity Analysis of Printed Bespoke Multilayer Perceptron Classifiers.

Priyanjana Pal, Florentia Afentaki, Haibin Zhao, Gurol Saglam, Michael Hefenbrock, Georgios Zervakis, Michael Beigl, Mehdi B. Tahoori

Proceedings of the IEEE European Test Symposium, 2024

Embedding Hardware Approximations in Discrete Genetic-Based Training for Printed MLPs.

Florentia Afentaki, Michael Hefenbrock, Georgios Zervakis, Mehdi B. Tahoori

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2024

2023

Bespoke Approximation of Multiplication-Accumulation and Activation Targeting Printed Multilayer Perceptrons.

Florentia Afentaki, Gurol Saglam, Argyris Kokkinis, Kostas Siozios, Georgios Zervakis, Mehdi B. Tahoori

Proceedings of the IEEE/ACM International Conference on Computer Aided Design, 2023