1/ Explain why a recurrent neural network would yield better results than a feed-forward network in which your input is the summation (or average) of past and current data?
2/ Give two examples that can be more naturally modeled with RNNs than with feedforward neural networks with explanation?

1/ A recurrent neural network (RNN) would yield better results than a feed-forward network when the input is the summation or average of past and current data due to its ability to capture temporal dependencies.
2/ Two examples that can be more naturally modeled with RNNs than with feedforward neural networks are:Language Modeling, Handwriting Recognition.

Unlike feed-forward networks, which only process input in a forward direction, RNNs have internal memory that allows them to retain information about past inputs. This memory allows RNNs to model and make predictions based on sequential data, such as time series or natural language, where past information is crucial for accurate predictions. The recurrent connections in RNNs enable them to consider the context and history of the input, making them more effective in handling sequential data compared to feed-forward networks.

2/ Two examples that can be more naturally modeled with RNNs than with feedforward neural networks are:
- Language Modeling: RNNs are well-suited for modeling natural language tasks, such as speech recognition or machine translation. In language modeling, the meaning of a word often depends on the context and the words that came before it. RNNs can capture the temporal dependencies in language by using their recurrent connections to remember the context from previous words, enabling them to generate more accurate and contextually relevant predictions.
- Handwriting Recognition: RNNs can be used to model and recognize handwriting patterns more effectively compared to feed-forward networks. When recognizing handwriting, the shape and stroke order of each character are important, and the order of strokes affects the final outcome. RNNs can process the strokes sequentially, capturing the temporal dependencies between them. This allows RNNs to generate more accurate predictions of the next stroke or the final character based on the previous strokes, making them more suitable for handwriting recognition tasks.

To know more about recurrent neural network refer for:

https://brainly.com/question/16897691

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computer cannot do what by itself it is true or false​

The following algorithm accepts 3 integer values from the user, and then prints the maximum value entered. Some lines are missing.
Complete the program by inserting instructions after Line 4
1. OUTPUT (“Please enter 3 values. “)
2. Input (x, y, z)
3. MaxValue  x
4. IF y > MaxValue THEN
MaxValue  y

Which would you choose to save a document with a new name?

A: Press Ctrl+S
B: Click File, Save
C: Click Tools, Options, Save
D: Click File, Save As

1. provide at least 3 properties and 3 methods of the object computer.

OBJECT COMPUTER ↙ ↘

PROPERTIES 1. 2. 3.

METHODS 1. 2. 3

2. provide at least 3 properties and 3 methods of the object computer.

OBJECT Car ↙ ↘

PROPERTIES
1. 2. 3.

METHODS
1. 2. 3

Need help maam/sir thanks in advance 5stars for good answer

Which computer component converts high-voltage AC current to low-voltage DC current?

speakers
power supply
motherboard
cooling unit

Where are some places that cyberbullying occurs? Check all that apply.

in classrooms
in text messages
on playgrounds
on websites
on social media networks
in chat rooms

What kind of careers do you know about that are technology related?
son

which spanish speaking country has the highest number of bird species in the world

Approximately how many viewers watch the Super Bowl each year? How does the audience size compare to other television events?

A computer-aided drafting application would be best run on which type of device? desktop laptop tablet smartphone​

+10 POINTS AND BRAINLIEST!! HELP ME PLEASE!!~~~
Which statement describes what happens when a user configures No Automatic Filtering in Junk Mail Options?

No messages will ever be blocked from the user’s mailbox.
Messages can still be blocked at the server level.
Messages cannot be blocked at the network firewall.
Most obvious spam messages will still reach the client computer.

When you cut and then paste a file, what are you doing?
copying it and placing a duplicate in another location
compressing it and placing the compressed version in another location
renaming it, and then saving it with the new file name
removing it from its current location and placing it in another

which part of a resume gives an account of past jobs and internships
Education
Experience
Skills
Reference

Question #11
What are two reasons for using an address book?

Write any three importance of utility software.​

Rene has purchased new antivirus software. This software has an added feature, where it can execute suspicious files in a virtual environment. If the file is safe, the software will permit Rene to execute the program in real time. Which detection method does Rene’s software employ?

Even in a large studio, it’s expected that artists are skilled in both 2D and 3D art.
True
False

Lucas is taking an algebra class with many detailed steps. Which note-taking method would be best for this class? O charting O outlining mapping multiplying​

Aaron keeps texting throughout his study session. Why should he minimize such distractions? Answers: 1. to recognize his priorities, 2. to avoid breaks, 3. to maintain his to-do list, 4. No or to stay focused. Can someone answer this in less than a hour.

What tool used to bend rigid metll8c conduits more
than 1 diamiter

Identify the characteristics of a successful workplace culture. Select all that apply. Employees feel like they don’t have to do a good job.
Employees agree with the goals of the organization.
Employees have similar backgrounds.
Employees want to support the goals of the organization.

Type the correct answer in the box. Spell the word correctly. Which programming language completes the sentence? Translators convert code written in a high-level language to the ____ that the computer processor can execute.


there no answer choices btw

Could someone please help me with on how to ask the user to enter two integer numbers, then between the two numbers inclusive, use a while loop to print the square of each number on the same line deprecated by a space?

I can send an example if needed
(And in edhesive please)

In which situations would a text-to-speech tool be useful? Check all that apply. A reader needs to hear a word pronounced. O A student is reading difficult material. A student needs to take notes about a text. A reader needs to know the definition of a word. O A student is reading a new language.​

Write a PYTHON program to sort a list of numbers(get the list as input) using selection sort and bubble sort.

Selection sort (5 points)

Pseudo Code: (Each line of pseudo-code converts to one line of code)

Loop from the first element of the list to (n-1 )th element(i)

Store the minimum index as i

Loop from the second element to nth element (j)

Compare the min index element and the current loop element(j)

If the current element is less than the min index

Store this index as the min index

#At the end of this inner loop’s first run the min index will be holding the index value of the smallest item in the list

Swap the ith element with the min index element

The ____________ view is used to apply animation on the content of slide.

Which term refers to the dimensions of an images? For example, a widescreen is
typically 16:9 and an older television is typically 4:3.
Aspect Ratio
O Pixels
Frame Rate
O Video Codec
Please hurry

Which of these signifies an ethical issue?
A.
An employee using workplace resources for personal work.
B.
A business restricting access to sensitive data.
C.
A company monitoring employees for the use of workplace resources.
D.
A manager allowing only some employees access to a restricted resource.

#5 Multiple Select Which of the following describes a hardware error? Select 3 options.
a. Nothing happens when you press the spacebar on your keyboard, but the other keys are working.
b. The mouse pointer on-screen only moves horizontally, not vertically.
c. Every time you try to run your new game, it crashes after displaying the opening screen.
d. After a recent Windows update, you can no longer access the internet on your laptop.
e. Nothing happens when you press the power button on your desktop PC. ​

which statement describes borders and shading ?