Reservoir computing with volatile memristors plus preprocessing reaches 95.89% accuracy on MNIST and stays above 94% even with 20% device variability.
Gradient-based learning applied to document recognition,
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.NE 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
On the Role of Preprocessing and Memristor Dynamics in Reservoir Computing for Image Classification
Reservoir computing with volatile memristors plus preprocessing reaches 95.89% accuracy on MNIST and stays above 94% even with 20% device variability.