| 2026 | PERCOM | Re-Forward: Memory-efficient Backpropagation for Reinforcement Learning at the Edge. | Gaetano Pio Pispisa, Fabrizio De Vita, Dario Bruneo, Davide Giacalone, Giovanni Merlino, Francesco Longo |
| 2026 | SmartComp | Assessing the Feasibility of Quantum Autoencoders for Real-World Visual Anomaly Detection. | Farida Farsian, Attilio Azzarelli, Fabrizio De Vita, Giovanni Merlino, Francesco Schillir |
| 2026 | SmartComp | Sparse-BP: Efficient On-Device Backpropagation for Resource-Constrained Systems. | Rawan M. A. Nawaiseh, Enrico Catalfamo, Fabrizio De Vita |
| 2025 | IJCNN | Exploiting Synaptic Traces for Online Weight Adaptation in Spiking Autoencoder Networks. | Enrico Catalfamo, Fabrizio De Vita, Rawan M. A. Nawaiseh, Dario Bruneo |
| 2025 | IJCNN | Spiking Networked System for Anomaly Detection in Vision-Guided Robots. | Antonino Maio, Enrico Catalfamo, Fabrizio De Vita, Luca Patan, Dario Bruneo |
| 2024 | SmartComp | Leveraging Homeostatic Plasticity to Enable Anomaly Detection in Spiking Neural Networks. | Rawan M. A. Nawaiseh, Fabrizio De Vita, Enrico Catalfamo, Dario Bruneo |
| 2024 | SmartComp | A Numerical Comparison of Deeply Quantized Models for sEMG Hand Gesture Classification on Constrained Devices. | Emanuele Giuseppe Siani, Laura Scigliano, Dario Bruneo, Fabrizio De Vita, Valeria Tomaselli, Danilo Pau |
| 2023 | SmartComp | -FF: On-Device Forward-Forward Training Algorithm for Microcontrollers. | Fabrizio De Vita, Rawan M. A. Nawaiseh, Dario Bruneo, Valeria Tomaselli, Marco Lattuada, Mirko Falchetto |
| 2021 | SmartComp | A Novel Recruitment Policy to Defend against Sybils in Vehicular Crowdsourcing. | Federico Concone, Fabrizio De Vita, Ajay Pratap, Dario Bruneo, Giuseppe Lo Re, Sajal K. Das |
| 2021 | SmartComp | A Semi-Supervised Bayesian Anomaly Detection Technique for Diagnosing Faults in Industrial IoT Systems. | Fabrizio De Vita, Dario Bruneo, Sajal K. Das |
| 2021 | SmartComp | A Cloud Platform for Collecting and Processing Road Pavement Multi Sensor Data. | Fabrizio De Vita, Giuseppe Sollazzo, Dario Bruneo, Orazio Pellegrino, Gaetano Bosurgi |
| 2020 | SmartComp | Quantitative Analysis of Deep Leaf: a Plant Disease Detector on the Smart Edge. | Fabrizio De Vita, Giorgio Nocera, Dario Bruneo, Valeria Tomaselli, Davide Giacalone, Sajal K. Das |
| 2019 | SmartComp | On the Use of LSTM Networks for Predictive Maintenance in Smart Industries. | Dario Bruneo, Fabrizio De Vita |
| 2018 | SmartComp | A Deep Learning Approach for Indoor User Localization in Smart Environments. | Fabrizio De Vita, Dario Bruneo |