Davide Nadalini

According to our database, Davide Nadalini authored at least 5 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Compressed Latent Replays for Lightweight Continual Learning on Spiking Neural Networks.

Alberto Dequino, Alessio Carpegna, Davide Nadalini, Alessandro Savino, Luca Benini, Stefano Di Carlo, Francesco Conti

Proceedings of the IEEE Computer Society Annual Symposium on VLSI, 2024

Structured Sparse Back-propagation for Lightweight On-Device Continual Learning on Microcontroller Units.

Francesco Paissan, Davide Nadalini, Manuele Rusci, Alberto Ancilotto, Francesco Conti, Luca Benini, Elisabetta Farella

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Reduced precision floating-point optimization for Deep Neural Network On-Device Learning on microcontrollers.

Davide Nadalini, Manuele Rusci, Luca Benini, Francesco Conti

Future Gener. Comput. Syst., December, 2023

2022

PULP-TrainLib: Enabling On-Device Training for RISC-V Multi-core MCUs Through Performance-Driven Autotuning.

Davide Nadalini, Manuele Rusci, Giuseppe Tagliavini, Leonardo Ravaglia, Luca Benini, Francesco Conti

Proceedings of the Embedded Computer Systems: Architectures, Modeling, and Simulation, 2022

2021

A TinyML Platform for On-Device Continual Learning With Quantized Latent Replays.

Leonardo Ravaglia, Manuele Rusci, Davide Nadalini, Alessandro Capotondi, Francesco Conti, Luca Benini

IEEE J. Emerg. Sel. Topics Circuits Syst., 2021