On the Number of Linear Regions of Convolutional Neural Networks With Piecewise Linear Activations.

Mon, 01 Jan 2024 00:00:00 +0100

Huan Xiong , Lei Huang , Wenston J. T. Zang , Xiantong Zhen , Guo-Sen Xie , Bin Gu , Le Song :
On the Number of Linear Regions of Convolutional Neural Networks With Piecewise Linear Activations. IEEE Trans. Pattern Anal. Mach. Intell. 46(7): 5131-5148 (2024)