229 citations · 277 across the 10 of their papers we have counts for
Showing 2017Show all
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cs.LG2017★ 5 cited
Transportation analysis of denoising autoencoders: a novel method for analyzing deep neural networks
Sho Sonoda, Noboru Murata
The feature map obtained from the denoising autoencoder (DAE) is investigated by determining transportation dynamics of the DAE, which is a cornerstone for deep learning. Despite t…
q-bio.NC2017
Estimation of neural connections from partially observed neural spikes
Taishi Iwasaki, Hideitsu Hino, Masami Tatsuno +2
Plasticity is one of the most important properties of the nervous system, which enables animals to adjust their behavior to the ever-changing external environment. Changes in synap…