activity
20232026
most citedOn-sensor Printed Machine Learning Classification via Bespoke ADC and Decision Tree Co-Design

4 citations · 6 across the 8 of their papers we have counts for

collaborators

9 papers

cs.AR2026

Spectral Signatures for Parametric Fault Detection in Flexible Electronics

Paula Carolina Lozano Duarte, Sule Ozev, Mehdi Tahoori

Flexible electronics (FE) based on indium gallium zinc oxide (IGZO) unipolar thin-film transistor (TFT) technologies enable lightweight, conformable systems for wearable sensing, b…

cs.AR2026

Low-Power PLL-Based Clock Stabilization for Flexible IGZO AMS Systems

Paula Carolina Lozano Duarte, Georgios Zervakis, Mehdi Tahoori

Flexible electronics (FE) platforms rely on analog and mixed-signal (AMS) circuits - biosensors, readout front-ends, and analog-to-digital converters - that dominate both functiona…

cs.AR2026

Distributed Delay-Based BIST for Mixed-Signal Circuits in Flexible Electronics

Paula Carolina Lozano Duarte, Sule Ozev, Mehdi Tahoori

Flexible electronics (FE) based on indium gallium zinc oxide thin-film transistors (IGZO-TFTs) are emerging for ultra-low-power wearable applications. However, lack of packaging, l…

cs.AR2026

Co-Optimization of Analog Kolmogorov-Arnold Networks for Low-Power Function Approximation in Flexible Electronics

Paula Carolina Lozano Duarte, Georgios Zervakis, Mehdi Tahoori +1

Wearable devices and Internet of Things (IoT) sensors require on-sensor processing of biosignals and environmental data, including computationally demanding operations such as nonl…

cs.AR2026

Fault Tolerant Design of IGZO-based Binary Search ADCs

Paula Carolina Lozano Duarte, Sule Ozev, Mehdi Tahoori

Thin-film technologies such as Indium Gallium Zinc Oxide (IGZO) enable Flexible Electronics (FE) for emerging applications in wearable sensing, personal health monitoring, and larg…

eess.SP2025

Arbitrary Precision Printed Ternary Neural Networks with Holistic Evolutionary Approximation

Vojtech Mrazek, Konstantinos Balaskas, Paula Carolina Lozano Duarte +3

Printed electronics offer a promising alternative for applications beyond silicon-based systems, requiring properties like flexibility, stretchability, conformality, and ultra-low…

cs.AR2025

Function Approximation Using Analog Building Blocks in Flexible Electronics

Paula Carolina Lozano Duarte, Aradhana Dube, Georgios Zervakis +2

Function approximation is crucial in Flexible Electronics (FE), where applications demand efficient computational techniques within strict constraints on size, power, and performan…

cs.AR2024★ 2 cited

Reducing ADC Front-end Costs During Training of On-sensor Printed Multilayer Perceptrons

Florentia Afentaki, Paula Carolina Lozano Duarte, Georgios Zervakis +1

Printed electronics technology offers a cost-effectiveand fully-customizable solution to computational needs beyondthe capabilities of traditional silicon technologies, offering ad…

cs.LG2023★ 4 cited

On-sensor Printed Machine Learning Classification via Bespoke ADC and Decision Tree Co-Design

Giorgos Armeniakos, Paula L. Duarte, Priyanjana Pal +3

Printed electronics (PE) technology provides cost-effective hardware with unmet customization, due to their low non-recurring engineering and fabrication costs. PE exhibit features…