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Davide Nadalini
ORCID
Publication Activity (10 Years)
Years Active: 2021-2023
Publications (10 Years): 5
Top Topics
Floating Point
Latent Variable Models
Neural Network
Learning Problems
Top Venues
CoRR
SAMOS
IEEE J. Emerg. Sel. Topics Circuits Syst.
Future Gener. Comput. Syst.
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Publications
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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)