most citedA Simple Method to Reduce Off-chip Memory Accesses on Convolutional Neural Networks

5 citations · 5 across the 1 of their papers we have counts for

collaborators

2 papers

cs.NE2019★ 5 cited

A Simple Method to Reduce Off-chip Memory Accesses on Convolutional Neural Networks

Doyun Kim, Kyoung-Young Kim, Sangsoo Ko +1

For convolutional neural networks, a simple algorithm to reduce off-chip memory accesses is proposed by maximally utilizing on-chip memory in a neural process unit. Especially, the…

cs.NE2018

Convolutional Neural Network Quantization using Generalized Gamma Distribution

Doyun Kim, Han Young Yim, Sanghyuck Ha +2

As edge applications using convolutional neural networks (CNN) models grow, it is becoming necessary to introduce dedicated hardware accelerators in which network parameters and fe…