Question: You need to construct a network that can predict 4 steps ahead. Rewrite the following model to achieve this objective using LSTM cells and recurrent

You need to construct a network that can predict 4 steps ahead. Rewrite the following model to achieve this objective using LSTM cells and recurrent layers of 16 cells each.
model
keras.models.Sequential([
keras.layers.SimpleRNN(20, return_sequences=True, input_shape-[None,1]),
keras.layers.SimpleRNN(20),
keras.layers.Dense(1)

Step by Step Solution

There are 3 Steps involved in it

1 Expert Approved Answer
Step: 1 Unlock blur-text-image
Question Has Been Solved by an Expert!

Get step-by-step solutions from verified subject matter experts

Step: 2 Unlock
Step: 3 Unlock

Students Have Also Explored These Related Databases Questions!

Q:

Jupiter Notebook We have covered some of the limitations of single layer neural networks in class, but they are still powerful learning systems that provide a good way to begin learning about how to...

Q:

ELE VATE t h e three disciplines o f advanced strate g i c th i nk ing R I C H H O R WAT H NEW YORK Times Be s ts ellin g A u thor O n s trateg y Contents Introduction 1 Elevate\t1 Importance of...

Q:

Submitted to Management Science manuscript MS-0001-1922.65 Authors are encouraged to submit new papers to INFORMS journals by means of a style file template, which includes the journal title....

Q:

URN 09/1026 DIGITAL BRITAIN Final Report JUNE 2009 DIGITAL BRITAIN - Final Report Published by TSO (The Stationery Office) and available from: Online www.tsoshop.co.uk Mail,Telephone, Fax & E-Mail...

Q:

For this assignment, you will write a case analysis. You have a choice of using Case 27 in your textbook, 3M - The First 110 Years, or choosing a case from the list below. Then, write a comprehensive...

Q:

First Edition Actuarial Excel Data Analytics and Applications Guangwei Fan Guodong Li Jinfeng Wei Preface This iBook was written based on lecture notes from courses on actuarial technology and from...

Q:

day of the week Daily Dem Average Daily price per pack Monday 297 11.1 Tuesday 293 10.055 Wednesday 327 9.77 Thursday 315 10.6 Friday 348 9.59 Saturday 447 8.965 Sunday 431 10 Monday 283 10.16...

Q:

Old MathJax webview need CMA report Please make project note on all Price An Note 1: In the Growth Stage, the Firm will maintain prices Reduction will not be undertaken unless - (a) the low prices...

Q:

subject: Differential Equations pls read instructions do not use ai. drop all references and link Instructions ODE application. - find an article related to ODE application - provide a short...

Q:

A creative engineer suggests structuring the TLB so that not all the bits of the presented address need match to result in a hit. Suggest how this might be achieved, and what might be the costs and...

Q:

McHale is a C corporation owned by eight individuals, three of whom own 51% of the stock and comprise the board of directors. The corporation operates a successful automobile repair parts...

Q:

What is meant by independence? (a) In fact and (b) In appearance? Give an example of an auditor being independent in fact but not in appearance.

Q:

Membranes are primarily comprised of Group of answer choices lipids proteins carbohydrates A and B All of the above

Q:

CT Corp Comprehensive Question Canadian Tire Corporation, Limited ( Canadian Tire ) is a family of companies that includes a retail segment and a financial services division, among others. The retail...

Q:

Describe three legal and three ethical issues brought about by use of e-mail and the Internet. (Objective 2)

Q:

Identify a portable wireless device, other than a cell phone, and give an example of an ethical issue and a legal issue that could arise with its use. (Objective 2)

Q:

Has anyone used words that were offensive to you because of your ethnicity, race, gender, age, or physical condition? If so, what were they and what was your reaction? Why do you think the person...