Publications

Journals
Florentia Afentaki, Paula Carolina Lozano Duarte, Georgios Zervakis, Mehdi B Tahoori Reducing ADC Front-End Costs During Training of On-Sensor Printed Multilayer Perceptrons in IEEE Embedded Systems Letters (Volume 16, Issue 4), DOI, PDF, Dec 2024.
Florentia Afentaki, Sri Sai Rakesh Nakkilla, Konstantinos Balaskas, Paula Carolina Lozano Duarte, Shiyi Jiang, Georgios Zervakis, Farshad Firouzi, Krishnendu Chakrabarty, Mehdi B Tahoori Exploration of low-power flexible stress monitoring classifiers for conformal wearables in IEEE/ACM International Symposium on Low Power Electronics and Design (ISLPED 2025), 2025.

Conferences
Gurol Saglam, Florentia Afentaki, Georgios Zervakis, Mehdi B. Tahoori Sequential Printed Multilayer Perceptron Circuits for Super-TinyML Multi-Sensory Applications in ASPDAC '25: Proceedings of the 30th Asia and South Pacific Design Automation Conference , DOI, PDF, Mar 2025.
Paula Carolina Lozano Duarte, Florentia Afentaki, Georgios Zervakis, and Mehdi Tahoori Design and In-training Optimization of Binary Search ADC for Flexible Classifiers Proceedings of the 30th Asia and South Pacific Design Automation Conference, DOI, PDF, Mar 2025.
Priyanjana Pal; Florentia Afentaki; Haibin Zhao; Gurol Saglam; Michael Hefenbrock; Georgios Zervakis Fault Sensitivity Analysis of Printed Bespoke Multilayer Perceptron Classifiers in IEEE European Test Symposium (ETS), DOI, PDF, May 2024.
Florentia Afentaki, Michael Hefenbrock, Georgios Zervakis, Mehdi B. Tahoori Embedding Hardware Approximations in Discrete Genetic-based Training for Printed MLPs in IEEE Design Automation & Test in Europe 2024 Conference (DATE’24), Valencia, Spain, DOI, PDF, 2024.
Florentia Afentaki; Gurol Saglam; Argyris Kokkinis; Kostas Siozios; Georgios Zervakis; Mehdi B. Tahoori Bespoke Approximation of Multiplication-Accumulation and Activation Targeting Printed Multilayer Perceptrons in IEEE/ACM International Conference on Computer Aided Design (ICCAD), San Francisco, CA, USA, DOI, PDF, Oct 2023.

arXiv
Florentia Afentaki, Gurol Saglam, Argyris Kokkinis, Kostas Siozios, Georgios Zervakis, Mehdi B Tahoori Bespoke Approximation of Multiplication-Accumulation and Activation Targeting Printed Multilayer Perceptrons in arXiv, DOI, PDF, Dec 2023.