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Neural Network - Mini ProjectAarthi ReddyApril 2, 2018DEADLINE: April 27th, 2018; 8amIn this mini project you will build a neuron, which you willthen use to build a neuralnetwork. Here are the step by step instructions:1. (10 points) Write a sigmoid activation function. Theformula of a sigmoid activationfunction is:f(a) = 11 + e?a(1)2. (10 points) Write a binary step activation function. Theformula of a step functionis:f(a) = (0 if a < 0,1 if a 网站≥ 0(2)3. (20 points) Write a function to depict the input to aneuron:In = b +Xiwixi (3)4. (30 points) You can now create a neuron by including theactivation function withinit. For example, a neuron with a sigmoid activation functionwill look like this:f(In) = 11 + e?In ; (4)where In is shown in Equation 3. Create a neuron with binarystep function anda neuron with sigmoid activation functions.5. (30 points) You will use the neuron with the binary stepfunction you created aboveto build a xor neural network. The bias and weights for everyinput to each neuronis indicated in the diagram. Refer to the lecture notes forhelp. Do not create a1new function for every neuron, you will need to call just onefunction created in 4multiple times. .Test the neural network by providing it 4 different inputsets: {1,1}, {0,1}, {1,0}and {0,0}. The output should be 0, 1, 1, 0.2做一个网站需要多少钱本团队核心人员组成主要包括硅谷工程师、BAT一线工程师，国内Top5硕士、博士生，精通德英语！我们主要业务范围是代做编程大作业、课程设计等等。

Neural Network - Mini ProjectAarthi ReddyApril 2, 2018DEADLINE: April 27th, 2018; 8amIn this mini project you will build a neuron, which you willthen use to build a neuralnetwork. Here are the step by step instructions:1. (10 points) Write a sigmoid activation function. Theformula of a sigmoid activationfunction is:f(a) = 11 + e?a(1)2. (10 points) Write a binary step activation function. Theformula of a step functionis:f(a) = (0 if a < 0,1 if a 听听语言≥ 0(2)3. (20 points) Write a function to depict the input to aneuron:In = b +Xiwixi (3)4. (30 points) You can now create a neuron by including theactivation function withinit. For example, a neuron with a sigmoid activation functionwill look like this:f(In) = 11 + e?In ; (4)where In is shown in Equation 3. Create a neuron with binarystep function anda neuron with sigmoid activation functions.5. (30 points) You will use the neuron with the binary stepfunction you created aboveto build a xor neural network. The bias and weights for everyinput to each neuronis indicated in the diagram. Refer to the lecture notes forhelp. Do not create a1new function for every neuron, you will need to call just onefunction created in 4multiple times. .Test the neural network by providing it 4 different inputsets: {1,1}, {0,1}, {1,0}and {0,0}. The output should be 0, 1, 1, 0.2网站开发本团队核心人员组成主要包括硅谷工程师、BAT一线工程师，国内Top5硕士、博士生，Neural Network - Mini ProjectAarthi ReddyApril 2, 2018DEADLINE: April 27th, 2018; 8amIn this mini project you will build a neuron, which you willthen use to build a neuralnetwork. Here are the step by step instructions:1. (10 points) Write a sigmoid activation function. Theformula of a sigmoid activationfunction is:f(a) = 11 + e?a(1)2. (10 points) Write a binary step activation function. Theformula of a step functionis:f(a) = (0 if a < 0,1 if a 序≥ 0(2)3. (20 points) Write a function to depict the input to aneuron:In = b +Xiwixi (3)4. (30 points) You can now create a neuron by including theactivation function withinit. For example, a neuron with a sigmoid activation functionwill look like this:f(In) = 11 + e?In ; (4)where In is shown in Equation 3. Create a neuron with binarystep function anda neuron with sigmoid activation functions.5. (30 points) You will use the neuron with the binary stepfunction you created aboveto build a xor neural network. The bias and weights for everyinput to each neuronis indicated in the diagram. Refer to the lecture notes forhelp. Do not create a1new function for every neuron, you will need to call just onefunction created in 4multiple times. .Test the neural network by providing it 4 different inputsets: {1,1}, {0,1}, {1,0}and {0,0}. The output should be 0, 1, 1, 0.2你知道代写R语言编程本团队核心人员组成主要包括硅谷工程师、BAT一线工程师，

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