On Expressive Power of Quantized Neural Networks under Fixed-Point Arithmetic

Yeachan Park, Sejun Park, Geonho Hwang

Existing works on the expressive power of neural networks typically assume real parameters and exact operations. In this work, we study the expressive power of quantized networks u…