M.Sc. Paula Carolina Lozano Duarte

Short Bio

Paula Carolina Lozano Duarte received her B.Sc degree in Telecommunications Engineering from the Public University of Navarra in 2021. In 2023, she received his M.Sc. Telecommunications Engineering also from the Public University of Navarra. Her bachelor thesis was the development of a deep learning classifier of ID, while her master's thesis was the development and evaluation of an algorithm for the detection of Polycyclic Aromatic Hydrocarbon (PAH).

Since July 2023, she is a Ph.D. student at the CDNC group of Prof. Mehdi B. Tahoori at Karlsruhe Institute of Technology. Her current research interests are in printed electronics, machine learning classifiers and Neuromorphic computing.

Publications

Journals
V. Mrazek, K. Balaskas, P. C. L. Duarte, Z. Vasicek, M. B. Tahoori and G. Zervakis
Arbitrary Precision Printed Ternary Neural Networks with Holistic Evolutionary Approximation
in IEEE Transactions on Circuits and Systems for Artificial Intelligence, DOI, PDF, Sep 2025.
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
Maha Shatta, Konstantinos Balaskas, Paula Carolina Lozano Duarte, Georgios Panagopoulos, Mehdi B Tahoori, Georgios Zervakis
Feature-to-Classifier Co-Design for Mixed-Signal Smart Flexible Wearables for Healthcare at the Extreme Edge
2025 IEEE/ACM International Conference on Computer-Aided Design (ICCAD), Oct 2025.
Paula Carolina Lozano Duarte, Aradhana Dube, Georgios Zervakis, Mehdi Tahoori, Sani Nassif
Function Approximation Using Analog Building Blocks in Flexible Electronics
in 26th International Symposium on Quality Electronic Design (ISQED'25), Apr 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.
Giorgos Armeniakos, Paula L Duarte, Priyanjana Pal, Georgios Zervakis, Mehdi B Tahoori, Dimitrios Soudris
On-sensor Printed Machine Learning Classification via Bespoke ADC and Decision Tree Co-Design
in 27th Design, Automation and Test in Europe Conference (DATE'24), DOI, PDF, Mar 2024.
arXiv
Giorgos Armeniakos, Paula L. Duarte, Priyanjana Pal, Georgios Zervakis, Mehdi B. Tahoori, Dimitrios Soudris
On-sensor Printed Machine Learning Classification via Bespoke ADC and Decision Tree Co-Design
in arXiv, DOI, PDF, Dec 2023.