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2 years ago

: Compute the 9 partial derivatives for the network with two inputs, two neurons in

Computers and Technology

1 answer:

lions [1.4K]2 years ago

8 0

Using the python code we can say that it will be possible to calculate the neutrons and organize them as:

<h3>The code can be written as:</h3>

def get_total_derivative(self,l_id):

def sigmoid(x, div = 0):

if div == 1:

return np.exp(-x) / (1. + np.exp(-x))**2.

if div == 2:

return - np.exp(x) * (np.exp(x) - 1) / (1. + np.exp(x))**3.

return 1. / (1. + np.exp(-x))

def linear(x, div = 0):

if div == 1:

return np.full(x.shape,1)

if div > 2:

return np.zeros(x.shape)

return x

See more about python at brainly.com/question/18502436

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You might be interested in

In a well-developed paragraph - using domain-specific vocabulary and academic writing - address the following writing prompt:

egoroff_w [7]

Answer:

GIGO is a computer science acronym that implies bad input will result in bad output. Good programming practice dictates that functions should check for valid input before processing it. ... A well-written program will avoid producing garbage by not accepting it in the first place.

Explanation:

4 0

3 years ago

In a c program, if you see a variable in main declared: float farray[20]; describe what farray is

Bas_tet [7]

An array of floats that can hold up to 20.

3 0

3 years ago

A characteristic of a 3D model that a 2D model does not have is:

Bas_tet [7]

Answer:

Volume

Explanation:

A characteristic of a 3D model that a 2D model does not have is:

Volume

PLEASE DO MARK ME AS BRAINLIEST UWU 

3 0

3 years ago

The process of converting information, such as text, numbers, photos, or music, into digital data that can be manipulated by ele

SCORPION-xisa [38]

Answer:

The process of converting information, such as text, numbers, photos, or music, into digital data that can be manipulated by electronic devices is called Digitization

Explanation:

It is the process of converting “information in to a digital form”. Here the information are organized into bits. Mostly these data will be converted into the form of image. But these can be edited by converting once again into necessary format and even back to image too. There are specific tools which the user needs to install for editing the digital documents.

The reason why we need digitization is that

a) We want to convert hard copy into soft copy and store it in system.

b) We would like to edit the data in the hard copy and preserve as a fresh copy.

4 0

3 years ago

Given parameters b and h which stand for the base and the height of an isosceles triangle (i.e., a triangle that has two equal s

schepotkina [342]

Answer:

The area of the triangle is calculated as thus:

$Area = 0.5 * b * h$

To calculate the perimeter of the triangle, the measurement of the slant height has to be derived;

Let s represent the slant height;

Dividing the triangle into 2 gives a right angled triangle;

The slant height, s is calculated using Pythagoras theorem as thus

$s = \sqrt{b^2 + h^2}$

The perimeter of the triangle is then calculated as thus;

$Perimeter = s + s + b$

$Perimeter = \sqrt{b^2 + h^2} + \sqrt{b^2 + h^2} +b$

$Perimeter = 2\sqrt{b^2 + h^2} + b$

For the volume of the cone,

when the triangle is spin, the base of the triangle forms the diameter of the cone;

$Volume = \frac{1}{3} \pi * r^2 * h$

Where $r = \frac{1}{2} * diameter$

So, $r = \frac{1}{2}b$

So, $Volume = \frac{1}{3} \pi * (\frac{b}{2})^2 * h$

Base on the above illustrations, the program is as follows;

#include<iostream>

#include<cmath>

using namespace std;

void CalcArea(double b, double h)

{

//Calculate Area

double Area = 0.5 * b * h;

//Print Area

cout<<"Area = "<<Area<<endl;

}

void CalcPerimeter(double b, double h)

{

//Calculate Perimeter

double Perimeter = 2 * sqrt(pow(h,2)+pow((0.5 * b),2)) + b;

//Print Perimeter

cout<<"Perimeter = "<<Perimeter<<endl;

}

void CalcVolume(double b, double h)

{

//Calculate Volume

double Volume = (1.0/3.0) * (22.0/7.0) * pow((0.5 * b),2) * h;

//Print Volume

cout<<"Volume = "<<Volume<<endl;

}

int main()

{

double b, h;

//Prompt User for input

cout<<"Base: ";

cin>>b;

cout<<"Height: ";

cin>>h;

//Call CalcVolume function

CalcVolume(b,h);

//Call CalcArea function

CalcArea(b,h);

//Call CalcPerimeter function

CalcPerimeter(b,h);

return 0;

}

3 0

3 years ago