Highway network
id:
highway-network-185-3272775
title:
Highway network
text:
In machine learning, the Highway Network was the first working very deep feedforward neural network with hundreds of layers, much deeper than previous artificial neural networks.
It uses skip connections modulated by learned gating mechanisms to regulate information flow, inspired by Long Short-Term Memory (LSTM) recurrent neural networks.
The advantage of a Highway Network over the common deep neural networks is that it solves or partially prevents the vanishing gradient problem, thus leading t
brand slug:
wiki
category slug:
encyclopedia
description:
Type of neural network
original url:
https://en.wikipedia.org/wiki/Highway_network
date created:
2017-09-28T17:32:44Z
date modified:
2024-09-07T15:39:08Z
main entity:
{"identifier":"Q42417573","url":"https://www.wikidata.org/entity/Q42417573"}
image:
fields total:
13
integrity:
15