01/ Given the following description of a Perceptron: w1=6, w2=-3, b=-4 and the threshold function output is used, Classify the following points ( indicate which class each belongs to either C1 (+1), or C2(-1)) using decision boundary w1*x1 + w2*x2 +b = 0. 1. (x1,x2) : 2, 3 2. (x1,x2) : 2, -4 3 (x1 v2):15 3 5
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A: THE ANSWER IS
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- Suppose we are working with an error-correcting code that will allow all single-bit errors to be corrected for memory words of length 7. We have already calculated that we need 4 check bits, and the length of all code words will be 11. Code words are created according to the Hamming Algorithm presented in the our class. We now receive the following code word:1 0 1 0 1 0 1 1 1 1 0 Assuming even parity, is this a legal code word? If not, according to our error-correcting code, where is the error? You are required to show all the steps on a piece of paper. write it out on a piece of paper answer options below No it is illegal code word - bit 6 is in error Yes it is legal code word and there is no error No it is illegal code word - bit 5 is in error No it is illegal code word - bit 3 is in errorSuppose we are working with an error-correcting code that will allow all single-bit errors to be corrected for memory words of length 7. We have already calculated that we need 4 check bits, and the length of all code words will be 11. Code words are created according to the Hamming Algorithm presented in the our class. We now receive the following code word:1 0 1 0 1 0 1 1 1 1 0 Assuming even parity, is this a legal code word? If not, according to our error-correcting code, where is the error? Show work No it is illegal code word - bit 6 is in error Yes it is legal code word and there is no error No it is illegal code word - bit 5 is in error No it is illegal code word - bit 3 is in errorMake a java program that facilitates addition, subtraction, multiplication, and division of mixed numbers but this time all of the inputs /outputs may involve fractions, mixed fractions, or a combination. Points to consider: MixedFraction class must override the operations (add, subtract, multiplyBy, divideBy) inherited from Fraction class to have a different implementation if the MixedFraction object will have a Fraction object as parameter in performing the required operation, On top of that, the inherited operations must also be overloaded to allow a MixedFraction object to accept other parameters such as a whole number or another MixedFraction object. The toString method which is inherited must also be overridden by MixedFraction to have a more appropriate return value. Further formatting must also be considered such that if the result of the operation has a zero value for the whole part, the output should only show the fractional part (ex. 0 1/2 should be converted to 1/2), Also,…
- Write a python program of perceptron implementation for plotting class0, class1 with 96 points, where the low and high uniform of class0 for N,R are (-1.54,6.01), (-2.16, 5.31) respectively, and for class 1 for N,R are(-1.34, 6.21), (-0.01, 6.87) respectively. Also you must to name the class in your name, the weights are 3, the bias is -0.89 and self learning is 0.24. Use GOLD and OLIVE colours. Show at least 4 outputs.The language must be in python. Just do numbers 5-7 Neural Network Units Implement a single sigmoid neural network unit with weights of [-1.2, -1.1, 3.3, -2.1] Calculate the outputs for two training examples:Example 1: [0.9, 10.0, 3.1, 1]Example 2: [0.9, 2.1, 3.7, 1] Note that you don't have to explicitly include a threshold or bias since the examples include a last element of 1 which means that the last weight effectively operates as a threshold. Assuming that a sigmoid unit response >0.5 denotes a positive class and <0.5 is negative class, is example 1 positive or negative? is example 2 positive or negative? Create a single ReLU unit and provide the outputs for those examples. Calculate the derivative of the sigmoid with respect to net input for both examples Calculate the derivative of the ReLU with respect to net input for both examplesPlease answer the following question in depth with full detail. Consider the 8-puzzle that we discussed in class. Suppose we define a new heuristic function h3 which is the average of h1 and h2, and another heuristic function h4 which is the sum of h1 and h2. That is, for every state s ∈ S: h3(s) =h1(s) + h2(s) 2 h4(s) =h1(s) + h2(s) where h1 and h2 are defined as “the number of misplaced tiles”, and “the sum of the distances of the tiles from their goal positions”, respectively. Are h3 and h4 admissible? If admissible, compare their dominance with respect to h1 and h2, if not, provide a counterexample, i.e. a puzzle configuration where dominance does not hold.
- Given the sets A = { A, B, C, D} and B = {C, D, E}, what is A v B A-BShow that the given argument is either valid or invalid using resolution. If Sally does her homework, people call Sally a wimp. However, nobody calls Sally a wimp. Therefore, Sally doesn’t do her homework.How dose conflict of interface happen? Show an example. Java detects conflict of interface incompile time or run time.
- The language we are using here is in Racket. Please try tying each of the following (car '(11 12 13 14)) (car '(a b c d)) (cdr '(11 12 13 14)) (cdr '(a b c d)) (car (11 12 13 14)) (cdr (a b c d)) What do car and cdr do? That last line of the above should cause an error. Explain why the single quote necessary and what it does.We now consider two sound waves with different frequencies which have to the same amplitude. The wave functions of these waves are as follows: y1 (t) = A sin (2πf1t) y2 (t) = A sin (2πf2t) 1) Using any computer program, construct the wave dependency graph resultant y (t) from time t in the case when the frequencies of the two sound waves are many next to each other if the values are given: A = 1 m, f1 = 1000 Hz and f2 = 1050 Hz. Doing the corresponding numerical simulations show what happens with the increase of the difference between the frequencies of the two waves and vice versa.Suppose you have a finite state machine that accepts bit strings divisible by 11. The FSM has 11 states R0, R1, ... , R10, each corresponding to the remainder when dividing by 11. Input is fed to the FSM one bit at a time from left to right, the same way we did in our in-class examples. If the machine is currently in state R7, an input of 1 should transition it to which state? Type the subscript only of the new state. Your answer should be an integer between 0 and 10, inclusive.