Deep Network With Approximation Error Being Reciprocal of Width to Power of Square Root of Depth
Work
Year: 2021
Type: article
Abstract: A new network with super-approximation power is introduced. This network is built with Floor (⌊x⌋) or ReLU (max{0,x}) activation function in each neuron; hence, we call such networks Floor-ReLU networ... more
Source: Neural Computation
Authors Zuowei Shen, Haizhao Yang, Zhang Shi-jun
Institution Purdue University West Lafayette
Cites: 84
Cited by: 21
Related to: 10
FWCI: 4.435
Citation percentile (by year/subfield): 100
Subfield: Artificial Intelligence
Field: Computer Science
Domain: Physical Sciences
Open Access status: green