Towards Budget-Driven Hardware Optimization for Deep Convolutional Neural Networks using Stochastic Computing

Ao Ren
Ao Ren
Caiwen Ding
Caiwen Ding

IEEE Computer Society Annual Symposium on VLSI, pp. 28-33, 2018.

Cited by: 0|Views26
EI

Abstract:

Recently, Deep Convolutional Neural Network (DCNN) has achieved tremendous success in many machine learning applications. Nevertheless, the deep structure has brought significant increases in computation complexity. Large-scale deep learning systems mainly operate in high-performance server clusters, thus restricting the application exten...More

Code:

Data:

Get fulltext within 24h
Bibtex
Upload PDF

1.Your uploaded documents will be check within 24h, and coins will be credited to your account.

2.As the current system does not support cash withdrawal, you can add staff WeChat (AMxiaomai) to receive it as a red packet.

3.10 coins will be exchanged for 1 yuan.

?

Upload a single paper

for 5 coins

Wechat's Red Packet
?

Upload 50 articles

for 250 coins

Wechat's Red Packet
?

Upload 200 articles

for 1000 coins

Wechat's Red Packet
?

Upload 500 articles

for 2500 coins

Wechat's Red Packet
?

Upload 1000 articles

for 5000 coins

Wechat's Red Packet
Your rating :
0

 

Tags
Comments