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TinyProp -- Adaptive Sparse Backpropagation for Efficient TinyML
  On-device Learning

TinyProp -- Adaptive Sparse Backpropagation for Efficient TinyML On-device Learning

17 August 2023
Marcus Rüb
Daniel Maier
Daniel Mueller-Gritschneder
Axel Sikora
ArXivPDFHTML

Papers citing "TinyProp -- Adaptive Sparse Backpropagation for Efficient TinyML On-device Learning"

3 / 3 papers shown
Title
TActiLE: Tiny Active LEarning for wearable devices
TActiLE: Tiny Active LEarning for wearable devices
Massimo Pavan
Claudio Galimberti
Manuel Roveri
19
0
0
02 May 2025
Advancing On-Device Neural Network Training with TinyPropv2: Dynamic,
  Sparse, and Efficient Backpropagation
Advancing On-Device Neural Network Training with TinyPropv2: Dynamic, Sparse, and Efficient Backpropagation
Marcus Rüb
Axel Sikora
Daniel Mueller-Gritschneder
30
1
0
11 Sep 2024
On-device Online Learning and Semantic Management of TinyML Systems
On-device Online Learning and Semantic Management of TinyML Systems
Haoyu Ren
Xue Li
Darko Anicic
Thomas Runkler
37
3
0
13 May 2024
1