Propagating Uncertainty through the tanh Function with Application to Reservoir Computing

Manan Gandhi
Manan Gandhi
Keuntaek Lee
Keuntaek Lee

arXiv: Machine Learning, Volume abs/1806.09431, 2018.

Cited by: 1|Views19
EI

Abstract:

Many neural networks use the tanh activation function, however when given a probability distribution as input, the problem of computing the output distribution in neural networks with tanh activation has not yet been addressed. One important example is the initialization of the echo state network in reservoir computing, where random initi...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 280 coins

Wechat's Red Packet
?

Upload 200 articles

for 1200 coins

Wechat's Red Packet
?

Upload 500 articles

for 3000 coins

Wechat's Red Packet
?

Upload 1000 articles

for 7000 coins

Wechat's Red Packet
Your rating :
0

 

Tags
Comments