A multi-layer neural network has its weight as below. All neurons use linear activation function. Calculate the MSE loss, for the input [2.1] that is correspond with the label [1,0] O- 1 x1 x2 1 x1 x2 0.4 0.3 -0.5 -0.1 -0.2 0.7 O- Softmax

A multi-layer neural network has its weight as below. All neurons use linear activation function. Calculate the MSE loss, for the input [2.1] that is correspond with the label [1,0] O- 1 x1 x2 1 x1 x2 0.4 0.3 -0.5 -0.1 -0.2 0.7 O- Softmax

Database System Concepts

7th Edition

ISBN:9780078022159

Author:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan

Publisher:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan

Chapter1: Introduction

Section: Chapter Questions

Problem 1PE

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Concept explainers

Use of XOR function

XOR function or exclusive OR function was introduced in Excel 2013. This function is available under excel logical functions. For the given statement, the XOR function will return true only when either of the statements is true. It returns false when both the statements are true or when both the statements are false.

Question

A multi-layer neural network has its weight as below. All neurons use linear activation function. Calculate
the MSE loss, for the input [2,1] that is correspond with the label [1,0]
1
x1
x2
1
x1
x2
0.4
0.3
-0.5
-0.1
-0.2
0.7
CO
O
Softmax
y

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