8) A neural network with 3 inputs and their respective weights are given below. What will be the output of the neural network assuming there is no activation function? x₁ = 2.0, x₂ = 3.0, x3 = 4.0 W₁ = -1.0, W₂ = -2.0,W3 = -3.0

8) A neural network with 3 inputs and their respective weights are given below. What will be the output of the neural network assuming there is no activation function? x₁ = 2.0, x₂ = 3.0, x3 = 4.0 W₁ = -1.0, W₂ = -2.0,W3 = -3.0

Database System Concepts

7th Edition

ISBN:9780078022159

Author:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan

Publisher:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan

Chapter1: Introduction

Section: Chapter Questions

Problem 1PE

See similar textbooks

Related questions

Q: A car rental company has multiple branches across the US. Each branch has multiple rental cars and…

A: Here i gave the car rental company E-R Diaagram.

Q: write a MIPS recursive function to evaluate a postfix expression. using intermediate results. for…

A: Postfix notation, also known as reverse Polish notation, is a mathematical notation where operators…

Q: When moving from on-premise servers to those hosted in an IaaS architecture, how challenging is it…

A: Iaas: IaaS (infrastructure as a service) is a cloud service model which offers on-demand…

Q: SLA and HDD differ in these ways.

A: SLA (Service Level Agreement) and HDD (Hard Disk Drive) are two separate terms that are frequently…

Q: 4. Write a Scheme program for computing a maximum of function f(x) within the interval [x1, x2]. Use…

A: Finding the maximum of a function within an interval is a popular computational mathematics problem.…

Q: You wish to find duplicates in an unsorted n-element array A. 1,..., 2n integers.

A: To find duplicates in an unsorted n-element array A is to use a hash table.

Q: A large metropolitan city supports several orchestras. Each orchestra hires only one conductor. Each…

A: ER diagram: ER diagram is a Entity Relationship diagram. It is a type of flowchart which illustrates…

Q: Create the shuffleSort programme. It initially verifies that the data are correct. If so, the sort…

A: The shuffleSort program can be described as follows: Verify that the data are correct. If the…

Q: Write pseudo-code methods for matrix addition, scalar multiplication, and matrix product on a 3x3…

A: The general pseudo-code implementations: function matrix_addition(matrix_a, matrix_b) //…

Q: Create a C++ queue and remove all entries.(Speak simply.)

A: NOTE: Here student mentioned to create a simple c++ queue and remove all the entries from the queue.…

Q: o Develop a constructor that makes Donkey family leap from "Papaya tree" to "Banana tree" but Dixie…

A: The C++ program consists of a class Monkey with the following parameters : name (string) sit…

Q: What kinds of safeguards may be put in place for data stored in the cloud? Are they in danger, or…

A: Safeguards that can be put in place for data stored in the cloud include encryption, access…

Q: Because of the mechanism of the operating system, it is not essential to keep the whole memory of an…

A: 1) An operating system (OS) is a software that manages a computer system's hardware resources and…

Q: Client-server applications typically have how many logical layers of distributed nodes?

A: Client-server applications are a popular model for developing distributed systems.The client is…

Q: When does it make sense to break down large computer processes and programs into smaller subsystems?…

A: Breaking down large computer processes and programs into smaller subsystems is a common approach…

Q: Problem statement: Create a project called TextTranslator. Your program should load the list of…

A: In this question we have to write a java code TextTranslator which should replace all the acronyms…

Q: Show that the PCP cannot be solved. (Write a brief, original essay.)

A: Post Corresponding Problem are the algorithm to provide the way to how to solve the instance of a…

Q: Can you explain the primary distinction between database replication and database fragmentation?

A: Database fragmentation and replication are two distinct ideas that are frequently discussed in…

Q: What kinds of safeguards are available for cloud data? Are they safe while we guard them?

A: Cloud providers typically offer a variety of safeguards to protect the data stored on their…

Q: Consider a problem that might arise when the operating system of a computer employs many threads to…

A: In computer science, a thread is the smallest unit of execution that a program can schedule to run…

Q: Example-3: Write a program to calculate the Area and volume for a sphere. Sol. -The area of sphere =…

A: Step-1: StartStep-2: Declare variable PI and assign value 3.14Step-3: Declare variable radius and…

Q: to avoid doing the honourable thing or according to the guidelines. Both of these activities have…

A: technology has made it easier for people to come up with excuses to avoid doing the right thing or…

Q: Which widespread ways of thinking and doing constitute the great bulk of today's cybercrime? If you…

A: Cybercrime is any criminal act related to computers and networks which is called hacking, phishing,…

Q: You wish to find duplicates in an unsorted n-element array A. 1,..., 2n integers. Give this…

A: The worst case time complexity for the elements 1 to 2n is O(n^2) . This time complexity is when we…

Q: How can an organisation reduce the likelihood of employee lawbreaking? Discuss.

A: Employee lawbreaking can have serious consequences for an organization, including legal and…

Q: vide some light on the following, please: Management of concurrency in a database m

A: Database management systems (DBMS) are essential for handling and organizing data in a variety of…

Q: (a) Build the string-matching automaton for the pattern P = abbab over the alphabet Σ = {a, b} (b)…

A: Given, (a) Build the string-matching automaton for the pattern P = abbab over the alphabetΣ = {a,…

Q: Assume we already have class for binary search tree called BinarySearchT, you have access to the…

A: this implementation assumes that the tree is a binary search tree, where each node has at most two…

Q: Which of the following EER diagram(s) is/are incorrect and why? State clearly any assumptions you…

A: Enhanced ER model: Some aspects of a database such as inheritance among various entities cannot be…

Q: royal casino, is a lottery If a person is playing that game, find the probability of his winnings.…

Q: Construct a CFG for ab* Show if the grammar is unambiguous.

A: In this question we have to construct a CFG for ab* And show if it is unambiguous grammar Let's…

Q: Explain counting semaphore logic.

A: A counting semaphore is a synchronization instrument that permits multiple threads or processes to…

Q: The next part of this article will focus on the methods that have proven most effective in…

A: The field of information systems is marked by continuous advancements and evolving challenges.…

Q: What are the features of HTML5?

A: The most recent version of HTML, often known as HTML5, is a markup language used to produce and…

Q: Completeness, optimality, time, and space complexity were used to compare search techniques. Explain…

A: Completeness, optimality, time complexity, and space complexity are important factors used to…

Q: 2. Write the sequence of CARS and CDRs that will pick the symbol CHAIR out of the following lists:…

A: CARS and CDRs are functions used in Lisp programming language and some of its dialects, such as…

Q: public class Student { private String name; private String major; privatedoublegpa;…

A: To fix the main method so it does not print out the memory location, you need to modify the way the…

Q: Answer any 2 or 3 question among all

A: A virtual address space or address space is the set of ranges of virtual addresses that an operating…

Q: You should familiarise yourself with the most dangerous information system problems that might…

A: In today's digital age, information systems are an essential component of all businesses. However,…

Q: If you had to choose between the waterfall technique and something more applicable to the present…

A: The Waterfall Model is a sequential approach to software development that is divided into several…

Q: Give an example of each of the four transport protocol services. For each service in the following…

A: Transmission Control Protocol are the responsible for the Connection oriented and reliable while…

Q: In java: the program must produce a neatly labeled bar chart depicting the relative values to each…

A: Define an array (or ArrayList) to store the values of the bars and another one to store the labels.…

Q: 2. Using Divide and Conquer technique, sort the given number using quick sort 9,1,3,5,2,6,4

A: we have to sort : 9,1,3,5,2,6,4 using quick sort

Q: Between two hosts, many packets may be sent during the course of a single connection. I would…

A: What is transmission: Transmission refers to the process of sending data from one location to…

Q: Write a research paper on the real world application of on-demand computing. The paper should…

A: On-demand computing: It is a delivery model in which computing resources are made available to the…

Q: Solid modelling enables designers to shape and sculpt an object as opposed to just joining lines…

A: Solid modeling has turned into a well-known approach for making complex and complicated designs, as…

Q: Where do time-sharing and distributed systems differ in terms of their operating systems? How…

A: Time-sharing systems: It normally have a concentrated operating system that deals with all…

Q: When the Iterative Waterfall Model and the Conventional Waterfall Model are compared to one another,…

A: If someone were to ask me which is better between the Iterative Waterfall Model and the Conventional…

Q: What are the key distinctions between time-sharing and distributed operating systems? How similar or…

A: A distributed operating system is a concept in which distributed applications run on several linked…

Q: How dissimilar are scripts and stored procedures? The value of stored procedures in relational…

A: Scripts contains a set of sql commands or PL/SQL blocks that can be executed immediately.The sql…

Question

100%

8) A neural network with 3 inputs and their respective weights are given below. What will be the
output of the neural network assuming there is no activation function?
x₁ = 2.0, x₂ = 3.0, x3 = 4.0
-1.0, W₂ = -2.0, W3 = -3.0
W₁ =

Expert Solution

This question has been solved!

Explore an expertly crafted, step-by-step solution for a thorough understanding of key concepts.

This is a popular solution!

SEE SOLUTION Check out a sample Q&A here

Step 1: Introduction:

VIEW

Step 2: Explanation:

VIEW

Solution

VIEW

Trending now

This is a popular solution!

Step by step

Solved in 3 steps

SEE SOLUTION Check out a sample Q&A here

Knowledge Booster

Learn more about

Need a deep-dive on the concept behind this application? Look no further. Learn more about this topic, computer-science and related others by exploring similar questions and additional content below.

Similar questions

Consider a fully-connected artificial neural network with one hidden layer, i.e., a multilayer perceptron (MLP), which has 5 inputs, 3 neurons in the hidden layer, and 1 output neuron. The relation between the output y and the inputs x = [x1, . . . , x5] is given by y(x) = f (w, φ(x)), where φ(x) = [φ1(x), φ2(x), φ3(x)] 1. Draw the diagram that shows the inputs, nuerons, connections, correspond-ing weight parameters, and activation functions. 2. Explain the relation y(x) = f (w, φ(x)): write the explicit relation, explainthe role of functions f and φ(x), and state examples of functions.
Develop a neural network model which can perform XOR operation using McCulloch and Pitt’s Neural Network model.
Let us take an example of a neural network simulating an XNOR function. So if u 0 %3D +1 0.5 -0.5 a, -1 a X, XNOR X2 1.5 X2 You can see that the last neuron takes input from two neurons before it. Suppose X1 is 0 and X2 is 1, what will be the output for the below neural network? 1 0.55 1.5
.. A. A neural network that represent AND logic gate is shown in the figure. Train the neural network using Backpropagation Algorithm with the following parameters and write the final weights of the network. Learning rate = 0.7 Number of epochs = 4 0.2 0.3 1 приt 20 -1 приt <0 X2 Activation Function for output neuron -0.4 1 Logic ONE =1, Logic ZERO = -1
The weights, activation function, and set of input values for a Neural Network are given below: Weights: w1 = 2, w2 = -3, w3 = 4, w4 = -2, w5 = 5 1 when p > 0 Activation function: f (p) = 0 when p = 0 , where p is weighted sum of inputs -1 when p < 0 Set of input values (Set S1, S2, S3 and input values x1, x2, x3, x4, x5): S1 S2 S3 x1 2 4 1 x2 3 2 3 x3 3 6 -2 x4 -4 -3 3 X5 -3 -2 3 What is the final output value for each set of input values?
The architecture of a neural network is provided. The input is a 3D feature vector, and the output is a 2D vector. The weights are also shown on the edges, connecting two nodes in two different layers. For each node in the 2 hidden layers and the output layer, a sigmoid function g() is used as an activation function. What are the equations for y1 and y2?
Two layers neural networks consist of 3 input neurons and one output neuron. The input vector is (x1, x2, x3) where x3 is always =1.0. x1, x2 and the desired output d are given by the table below. When using the initial weight vector w = (1.0, 1.0, -3.0) there was an error as shown in the figure. The equation for the decision boundary was: x1*1 + x2*1 - 1*3=0. , (i.e. net = x1*w1+x2*w2+x3*w3), f(net) is the sign of net What are the new values of the vector w after the first input (1,1,1), note that input x3 is always 1.0? What are the new values of the vector w after the second input (9.4, 6.4, 1.0)? Suggest a vector w such that the total error is ZERO for the 10 points.
Two layers neural networks consist of 3 input neurons and one output neuron. The input vector is (x1, x2, x3) where x3 is always =1.0. x1, x2 and the desired output d are given by the table below. When using the initial weight vector w = (1.0, 1.0, -3.0) there was an error as shown in the figure. The equation for the decision boundary was: x1*1 + x2*1 - 1*3=0. net =Exw., (i.e. net = x1*wl+x2*w2+x3*w3), f(net) is the sign of net w' = w1 + c(d' -1- sign (Wt -1• xt-1)) x' -1 Use: 1.0, where c is the training (learning) factor and c = ( please note that sometimes we use the symbol } instead of c) What are the new values of the vector w after the first input (1,1,1), note that input x3 is always 1.0? What are the new values of the vector w after the second input (9.4, 6.4, 1.0)? What is the Error if the decision boundary is x1*2+x2*2-12 =0, (ie W=(2, 2, -12). 10.0 X1 X2 Output 1.0 1.0 1 9.4 6.4 -1 2.5 2.1 8.0 7.7 -1 X2 5.0- 0.5 2.2 7.9 8.4 -1 7.0 7.0 -1 f(net)=0 A 2.8 0.8 1 0.0 0.0 1.2 3.0…
Apply FEED FORWARD and BACK PROPOGATION algorithm for the given neural network
Computer Science A neural network of 2 convolutional layers each with 16 filters, kernel size = 2, stride = 1, and valid padding, suppose the shape of a single input image is (3, 32, 32) (channels, height, width). What will be the shape of the output of this network?
How do I understand that I am getting the correct output when using the sigmoid function in a neural network? Considering that a sigmoid function (activation function) helps with checking the value between 0.00001 to 1.Also, what does it mean if you get output that are around 0.999877 or 0.999955 or within those values? Do these values represent how accurate the neural net is?
For questions 2-4, please refer to the neural network equations below: - Xw "- s(s) -"wa ý- (") J-E- (e) -Ti Which equation shows one gradient descent weight update? (a = learning rate) aJ W- -W a aJ W = Wa +a- W, - a aJ W, - Wa-a