Nearly-tight bounds on linear regions of piecewise linear neural networks

31 Oct 2018Qiang HuHao Zhang

The developments of deep neural networks (DNN) in recent years have ushered a brand new era of artificial intelligence. DNNs are proved to be excellent in solving very complex problems, e.g., visual recognition and text understanding, to the extent of competing with or even surpassing people... (read more)

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