Consider the classification problem defined below. {P = []t=1} {p = [1],t = 1) {p3 =...
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Consider the classification problem defined below. {P₁ = [₁¹]₁t₁=1} {p₂ = [1],t₂ = 1) {p3 = [],t3 = 0} {P₁ = [], t₁ = 0} tz i. Design a single-neuron perceptron to solve this problem. Design the network graphically, by choosing weight vectors that are orthogonal to the decision boundaries. ii. Test your solution with all four input vectors. iii. Classify the following input vectors with your solution. You can either perform the calculations manually or with MATLAB. P6 = [] P8 = [2] 2. (E4.4) Solve the classification problem in E4.2 by applying the perceptron rule to the following initial parameters, and repeat parts (ii) and (iii) with the new solution. W(0) = [0 0] b(0) = 0 ps = [²] Ps P7 =[9] Consider the classification problem defined below. {P₁ = [₁¹]₁t₁=1} {p₂ = [1],t₂ = 1) {p3 = [],t3 = 0} {P₁ = [], t₁ = 0} tz i. Design a single-neuron perceptron to solve this problem. Design the network graphically, by choosing weight vectors that are orthogonal to the decision boundaries. ii. Test your solution with all four input vectors. iii. Classify the following input vectors with your solution. You can either perform the calculations manually or with MATLAB. P6 = [] P8 = [2] 2. (E4.4) Solve the classification problem in E4.2 by applying the perceptron rule to the following initial parameters, and repeat parts (ii) and (iii) with the new solution. W(0) = [0 0] b(0) = 0 ps = [²] Ps P7 =[9]
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Related Book For
Income Tax Fundamentals 2013
ISBN: 9781285586618
31st Edition
Authors: Gerald E. Whittenburg, Martha Altus Buller, Steven L Gill
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