Search icon CANCEL
Subscription
0
Cart icon
Your Cart (0 item)
Close icon
You have no products in your basket yet
Arrow left icon
Explore Products
Best Sellers
New Releases
Books
Videos
Audiobooks
Learning Hub
Free Learning
Arrow right icon
Arrow up icon
GO TO TOP
Deep Learning with Microsoft Cognitive Toolkit Quick Start Guide

You're reading from   Deep Learning with Microsoft Cognitive Toolkit Quick Start Guide A practical guide to building neural networks using Microsoft's open source deep learning framework

Arrow left icon
Product type Paperback
Published in Mar 2019
Publisher Packt
ISBN-13 9781789802993
Length 208 pages
Edition 1st Edition
Languages
Arrow right icon
Author (1):
Arrow left icon
Willem Meints Willem Meints
Author Profile Icon Willem Meints
Willem Meints
Arrow right icon
View More author details
Toc

Table of Contents (9) Chapters Close

Preface 1. Getting Started with CNTK FREE CHAPTER 2. Building Neural Networks with CNTK 3. Getting Data into Your Neural Network 4. Validating Model Performance 5. Working with Images 6. Working with Time Series Data 7. Deploying Models to Production 8. Other Books You May Enjoy

How do recurrent neural networks work?

In order to understand how recurrent neural networks work, we need to take a closer look at how recurrent layers in these networks work. There are several different types of recurrent layers you can use in a recurrent neural network. Before we dive into the more advanced versions of recurrent units, let's first discuss how to predict output with a standard recurrent layer, and how to train a neural network that contains recurrent layers.

Making predictions with a recurrent neural network

A basic recurrent layer is quite different from a regular layer in a neural network. Recurrent layers, in general, feature a hidden state that serves as the memory for the layer. There's a loopback...

lock icon The rest of the chapter is locked
Register for a free Packt account to unlock a world of extra content!
A free Packt account unlocks extra newsletters, articles, discounted offers, and much more. Start advancing your knowledge today.
Unlock this book and the full library FREE for 7 days
Get unlimited access to 7000+ expert-authored eBooks and videos courses covering every tech area you can think of
Renews at $19.99/month. Cancel anytime
Banner background image