Lorenzo Lamberti

Lightweight Neural Architecture Search for Temporal Convolutional Networks at the Edge

Matteo Risso, Alessio Burrello, Francesco Conti et al. · IEEE Transactions on Computers · 2022 · 42 citations · Full text

Improving Autonomous Nano-Drones Performance via Automated End-to-End Optimization and Deployment of DNNs

Vlad Niculescu, Lorenzo Lamberti, Francesco Conti et al. · IEEE Journal on Emerging and Selected Topics in Circuits and Systems · 2021 · 28 citations · Full text

Tiny-PULP-Dronets: Squeezing Neural Networks for Faster and Lighter Inference on Multi-Tasking Autonomous Nano-Drones

Lorenzo Lamberti, Vlad Niculescu, Michał Barciś et al. · 2022 IEEE 4th International Conference on Artificial Intelligence Circuits and Systems (AICAS) · 2022 · 23 citations

Artificial Intelligence, Convolutional Neural Network, Robotic Systems +24

Bio-inspired Autonomous Exploration Policies with CNN-based Object Detection on Nano-drones

Lorenzo Lamberti, Luca Bompani, Victor Kartsch et al. · 2023 · 21 citations · Full text

Artificial Intelligence, Convolutional Neural Network, Engineering +16

Low-Power License Plate Detection and Recognition on a RISC-V Multi-Core MCU-Based Vision System

Lorenzo Lamberti, Manuele Rusci, Marco Fariselli et al. · 2021 · 14 citations

Convolutional Neural Network, Engineering, Feature Detection +19