Davide Nadalini

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 6

Top Topics

Spiking Neural Networks

Computer Software

Top Venues

IEEE J. Emerg. Sel. Topics Circuits Syst.

Future Gener. Comput. Syst.

Publications

Alberto Dequino, Alessio Carpegna, Davide Nadalini, Alessandro Savino, Luca Benini, Stefano Di Carlo, Francesco Conti
Compressed Latent Replays for Lightweight Continual Learning on Spiking Neural Networks. CoRR (2024)
Davide Nadalini, Manuele Rusci, Luca Benini, Francesco Conti
Reduced precision floating-point optimization for Deep Neural Network On-Device Learning on microcontrollers. Future Gener. Comput. Syst. 149 (2023)
Davide Nadalini, Manuele Rusci, Luca Benini, Francesco Conti
Reduced Precision Floating-Point Optimization for Deep Neural Network On-Device Learning on MicroControllers. CoRR (2023)
Davide Nadalini, Manuele Rusci, Giuseppe Tagliavini, Leonardo Ravaglia, Luca Benini, Francesco Conti
PULP-TrainLib: Enabling On-Device Training for RISC-V Multi-core MCUs Through Performance-Driven Autotuning. SAMOS (2022)
Leonardo Ravaglia, Manuele Rusci, Davide Nadalini, Alessandro Capotondi, Francesco Conti, Luca Benini
A TinyML Platform for On-Device Continual Learning with Quantized Latent Replays. CoRR (2021)
Leonardo Ravaglia, Manuele Rusci, Davide Nadalini, Alessandro Capotondi, Francesco Conti, Luca Benini
A TinyML Platform for On-Device Continual Learning With Quantized Latent Replays. IEEE J. Emerg. Sel. Topics Circuits Syst. 11 (4) (2021)