Optimization and deployment of CNNs at the edge: the ALOHA experience. - Paolo Meloni; Daniela Loi; Paola Busia; Gianfranco Deriu; Andy D. Pimentel; Dolly Sapra; Todor P. Stefanov; Svetlana Minakova; Francesco Conti 001; Luca Benini; Maura Pintor; Battista Biggio; et al. (CF, 2019)

Task-Specific Automation in Deep Learning Processes. - Georg Buchgeher; Gerald Czech; Adriano Souza Ribeiro; Werner Kloihofer; Paolo Meloni; Paola Busia; Gianfranco Deriu; Maura Pintor; Battista Biggio; Cristina Chesta; Luca Rinelli; David Solans; et al. (DEXA Workshops, 2021)

ALOHA: A Unified Platform-Aware Evaluation Method for CNNs Execution on Heterogeneous Systems at the Edge. - Paola Busia; Svetlana Minakova; Todor P. Stefanov; Luigi Raffo; Paolo Meloni (IEEE Access, 2021)

EEGformer: Transformer-Based Epilepsy Detection on Raw EEG Traces for Low-Channel-Count Wearable Continuous Monitoring Devices. - Paola Busia; Andrea Cossettini; Thorir Mar Ingolfsson; Simone Benatti; Alessio Burrello; Moritz Scherer 001; Matteo Antonio Scrugli; Paolo Meloni; Luca Benini (BioCAS, 2022)

Dynamic Pruning for Parsimonious CNN Inference on Embedded Systems. - Paola Busia; Ilias Theodorakopoulos; Vasileios K. Pothos; Nikos Fragoulis; Paolo Meloni (DASIP, 2022)

Target-Aware Neural Architecture Search and Deployment for Keyword Spotting. - Paola Busia; Gianfranco Deriu; Luca Rinelli; Cristina Chesta; Luigi Raffo; Paolo Meloni (IEEE Access, 2022)

Exploiting FPGAs and Spiking Neural Networks at the Micro-Edge: The EdgeAI Approach. - Paolo Meloni; Paola Busia; Gianluca Leone; Luca Martis; Matteo Antonio Scrugli (ARC, 2024)

sEMG-Based Gesture Recognition with Spiking Neural Networks on Low-Power FPGA. - Matteo Antonio Scrugli; Gianluca Leone; Paola Busia; Paolo Meloni (DASIP, 2024)

On-FPGA Spiking Neural Networks for Integrated Near-Sensor ECG Analysis. - Matteo Antonio Scrugli; Paola Busia; Gianluca Leone; Paolo Meloni (DATE, 2024)

Design of an AI-driven Architecture with Cobots for Digital Transformation to Enhance Quality Control in the Food Industry. - Paola Busia; Claudio Marche; Paolo Meloni; Diego Reforgiato Recupero (UMAP (Adjunct Publication), 2024)

A Noisy Beat is Worth 16 Words: a Tiny Transformer for Low-Power Arrhythmia Classification on Microcontrollers. - Paola Busia; Matteo Antonio Scrugli; Victor Jean-Baptiste Jung; Luca Benini; Paolo Meloni (CoRR, 2024)

Reducing False Alarms in Wearable Seizure Detection With EEGformer: A Compact Transformer Model for MCUs. - Paola Busia; Andrea Cossettini; Thorir Mar Ingolfsson; Simone Benatti; Alessio Burrello; Victor J. B. Jung; Moritz Scherer 001; Matteo Antonio Scrugli; Adriano Bernini; Pauline Ducouret; Philippe Ryvlin; Paolo Meloni; et al. (IEEE Trans. Biomed. Circuits Syst., 2024)

A glimpse on the EdgeAI project: Technologies for Optimized Embedded Processing: Invited Paper. - Paola Busia; Ovidiu Vermesan (CF (Companion), 2025)

Endoscopy Image Classification for Wireless Capsules with CNNs on Microcontroller-Based Platforms. - Paola Busia; Andrea Pinna 001; Paolo Meloni (DASIP, 2025)

A Tiny Transformer for Low-Power Arrhythmia Classification on Microcontrollers. - Paola Busia; Matteo Antonio Scrugli; Victor Jean-Baptiste Jung; Luca Benini; Paolo Meloni (IEEE Trans. Biomed. Circuits Syst., 2025)

Real-Time sEMG Processing With Spiking Neural Networks on a Low-Power 5K-LUT FPGA. - Matteo Antonio Scrugli; Gianluca Leone; Paola Busia; Luigi Raffo; Paolo Meloni (IEEE Trans. Biomed. Circuits Syst., 2025)