Please design a neural network with one input layer, two hidden layers and one output layer. it has 2 inputs, 3 hidden neurons on each hidden layer, and one output neuron. please show your design logically, define an activation function for each neuron, and give a final output mathematical function. please make a method that can optimize weights. please write a perfect solution.

Please design a neural network with one input layer, two hidden layers and one output layer. it has 2 inputs, 3 hidden neurons on each hidden layer, and one output neuron. please show your design logically, define an activation function for each neuron, and give a final output mathematical function. please make a method that can optimize weights. please write a perfect solution.

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

Similar questions

4. Write a program which, given a linear multistep method, will test whether the method is • 0-stable • strongly stable [Hint: This is a very easy task using MATLAB, for example.]
How many different ways can you think of to indicate that a method has received incorrect parameter values or is otherwise unable to complete its task? Consider as many different sorts of applications as you can—for instance: those with a GUI; those with a textual interface and a human user; those with no sort of interactive user, such as software in a vehicle’s enginemanagement system; or software in embedded systems such as a cash machine.
Draw a Nassi-Shneiderman diagram for the method plotted below, and name what this method is doing. public int myMethod(int a, int b) { if (a -- 0) { return b; } else { int aTemp = a; int bTemp = b; while (bTemp I= 0) { if (aTemp > bTemp) { aTemp = aTemp - bTemp; } else { bTemp = bTemp - aTemp; } return aTemp; } }
Consider the Person class in Problem 1. Implement the interface PersonPriorityQueueInterface provided in the assignment. In your implementation, you must use an instance of AList (which you used in Problem 1) to store the list of persons. We consider that a person whose age is higher than a second person also has a higher priority. Thus, the method peek(), for example, should return the person who is the oldest in the list. Your implementation should be O(n) for add, and O(1) for the remaining methods. Consider the Person class in Problem 1. Implement the interface PersonPriorityQueueInterface provided in the assignment. In your implementation, you must use an instance of AList (which you used in Problem 1) to store the list of persons. We consider that a person whose age is higher than a second person also has a higher priority. Thus, the method peek(), for example, should return the person who is the oldest in the list. Your implementation should be O(n) for add, and O(1)…
Write a java program that may pass for a Basic Calculator with a graphical user interface and OOP paradigm. Your calculator should have functions for: addition, subtraction, multiplication, division, modulo, exponent function(^). Use oop technique and create a class called calculator that provide unique method body for each problem. Thus, your class should have six different method for these (addition, subtraction, multiplication, division, modulo, exponent function(^)) and use the GUI for user interaction.
Sorting objects in the real world https://docs.oracle.com/javase/8/docs/api/java/util/LinkedList.html There are 5000 people living in the town. Every day they have new COVID-19 cases. When people show symptom, they go to the hospital and put themselves in the waiting list for testing. A new person is added at the end of the list. Due to the lack of testing kit, all in the list cannot be tested. Hospital has to sort them and select a few. Since the elderly is very weak to the COVID-19, every midnight the doctors sort the people in the list by their age to decide who is taking the test for the next day depending on the availability of testing kit. Input to the program has the form where the first line indicates how many days they will do the operation. For each day, the input starts with the day number, along with the following patient list where each element represents the name of patients and the age. The input ends with the number of available testing kits. The output display, at…
Your task is to implement the Name class. This class represents a person's name. It has three instance variables representing the first, last and middle name (all are string variables). A character instance variable representing a separator (to be used for printing purposes) is also part of the class. The only valid separators we can have are a comma (,), a dash (-), and a pound symbol (#). In addition, a nickname instance variable (string) keeps track of the person's nickname (if any). The output have to match with the image. Write code in JavaScript
implement a database about people, they could be made up, but you want to include a sizable number, maybe 10-20. The data that you store for each person must include a name and at least one additional piece of information, such as a birthday. You can assume that the names are unique. The database should enable you to enter, remove, modify, or search this data. You also should be able to save the data in a file for use later. Define a class Person to represent a person and another one to represent the database. A dictionary should be a data member of the database class, with Person objects as search keys for this dictionary. Write a program that tests and demonstrates your database.
Programming
Create an original multiple-choice question on the topic of defining classes Python. Include your original question and four original option/answer responses, mark the correct option/answer response with an asterisk preceding it. Do not use "None of the above" as a possible option/answer response. One correct option/answer response per multiple-choice question. Complete the Correct Option/Answer Verification Section with an original explanation as to why the correct option/answer is accurate.
Question2 / Suppose you want to write an evolutionary algorithm for the movements of a robot in a two-dimensional space. The robot is supposed to start from point A and reach point B. It is not clear where the points A and B are located in the two-dimensional space. Only when the robot reaches point B do we detect its presence with a sensor. To solve this problem, specify representation, mutation and composition in detail ?
Call the simulate method with a parameter to run the simulation continuously for a significant number of steps, such as 50 or 100. Do the numbers of foxes and rabbits increase or decrease at similar rates?