An underlying mechanism for successful deep learning (DL) with a limited...
Deep architectures consist of tens or hundreds of convolutional layers (...
Learning classification tasks of (2^nx2^n) inputs typically consist of ≤...
Advanced deep learning architectures consist of tens of fully connected ...
Power-law scaling, a central concept in critical phenomena, is found to ...
The realization of complex classification tasks requires training of dee...