Let x [3 26 ]' and y = [2.1 3.8; 8.5 5.1; 4.79.2], show the results generated by the following MATLAB commands: 1. y+ sum(x) 2. y(: , 2) = x 3. zeros(size(y))
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- The language for coding must be in python 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 examplesPresent a coding technnique that accepts 2 numbers x,y that will result into a transformation L: R^2 -> R^2 Example: L(x,y) = (x-y,x+y) .Give the regular expression for the following language over the alphabet { b , . , @ }L = {w | w represents and email address}.b: represents any character.Hint: before and after @ any number of dots can be found, before and after each dot there is at leastone b.Examples:bbb.bbbb@bb.bbbbbbb@bb.bbb.bbbbbbbb.bb@bb.bbb.bbbb.bb.b.b.b@bb.b.bb.bb
- 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.Write a script (Python) for least squares l2 that can receive either: a 2D point cloud. Let the program load an ASCII txt file with the data in two columns, as appropriate. The number of points is arbitrary. In addition, display a graph with the cloud of points and the approximate line, together with the error made.A wave is modeled by the wave function: y (x, t) = A sin [ 2π/0.1 m (x - 12 m/s*t)] y1 (t) = A sin (2πf1t) y2 (t) = A sin (2πf2t) 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. Comment on the results from the graph and determine the value of the time when the waves are with the same phase and assemble constructively and the time when they are with phase of opposite and interfere destructively. Doing the corresponding numerical simulations show what happens with the increase of the difference between the frequencies of the two waves and vice versa.
- Hi, This part is about regular expressions (REs) and finite-state automata (FSAs). Notation: in the REs below, the Kleene star has higher precedence than sequencing; andsequencing has higher precedence than +. E.g. 10∗1 + 11∗1 = (1(0∗)1) + (1(1∗)1). Consider the regular expression r: (01 + 11)∗10 (1∗ + 0∗) 1.1) Which of the following words (ε is the empty word) belong to the language defined by r? Options: ε, 101, 001101, 111011, 111010 1.2) For each of your answers in Question 1.1, give a brief explanation. For example, you can explain how the regular expression will accept (i.e. match) the words that belong to its language, and how it will not accept those that do not belong in it. 1.3) Give, as a transition graph, an FSA (possibly with ε-transitions) recognising the same language as r.Note: You should not use transitions with composite labels, e.g. of the form q1 →42→ q2. Thanks for the help :)In the cellular automata, some cells are filled while others are empty. Assume having a Boolean array of values corresponding to filled and empty cells, develop a Java code segment to plot the updated cellular automata assuming cell width and height is c, and the number of cells per row is n and the number of cells per column is n. solve it using Java2d and implement thread or timer in solutionImplement the following C++ program in MIPS, upload the MIPS source code and the screenshot of program execution results. int multiply(int x, int y){ int product=0;if(x>y) for(int i=0;i<y;i++) product+=x;if(y>x) for(int i=0;i<x;i++) product+=y;return product;}
- Consider the following languages over {0, 1}: L3 = {w : w begins and ends with different symbols, |w| £ 3} L4 = {w : w = wR, |w| £ 3} Enumerate the first 6 strings in the L-ordering of the following. If there are fewer than 6 string, enumerate the entire language: L3 L4 L33 L4*Write a MATLAB program that will generate a surface plot of the mass of a conic surface. Theconic surface is defined by ? = 2√?2 + ?2 for 0.5 ≤ z ≤ 4 and the mass is related to z by ? =6 − ? . The plot should have an appropriate title and axis labels.This problem is best solved using cylindrical polar coordinates (r, θ, z) rather than rectangularcoordinates (x, y, z) for the underlying grid. Use z and θ for creating the initial grid, a grid for rcan then be computed from the z and θ grids, grids for x and y can be computed from the r and θgrids, and m can be computed from z grid. Plot m versus and x and y for the surface plot.Draw a state diagram of a Turing machine (TM) recognizing the fol-lowing language over the alphabet Σ = {0, 1, >}.L = {x > y : x, y ∈L(1(0∪1)∗) ∧bin(x) is a power of 2 ∧bin(x) > bin(y)},where bin(x) is the value of x viewed as a binary number.Note that besides edge labels like 0 → 1, R, we allow abbreviationslike 0 →R, standing for 0 →0, R,and 0, 1 →R, standing for 0 →0, R, 1 →1, R.