4 ms·
Dropout, the example given, is not a normally distributed error - more like a salt noise. The impact on subsequent layers isn’t Normal either. My point is certa
by ttqidebg 5y ago
Dropout, the example given, is not a normally distributed error - more like a salt noise. The impact on subsequent layers isn’t Normal either. My point is certain error modes other than normally distributed may not be so bad. E.g. skew as roughly half of the redundant paths for information will be inverted in the latent space.
I’m not a hardware guy, but in my experience DNNs can be made rather resilient. To me it looks like it could work. If it does great.