NeuroscienceProceedings of the National Academy of SciencesPeer-reviewed
Random noise promotes slow heterogeneous synaptic dynamics important for robust working memory computation
Nuttida Rungratsameetaweemana, Robert Kim, Thiparat Chotibut, Terrence J. Sejnowski A B
This study shows that adding random noise to RNNs improves training and enables stable working memory by increasing synaptic decay time constants in inhibitory units.
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