Question: 5.7 ( ) Show the derivative of the error function (5.24) with respect to the activation ak for output units having a softmax activation function

5.7 () Show the derivative of the error function (5.24) with respect to the activation ak for output units having a softmax activation function satisfies (5.18).

Step by Step Solution

There are 3 Steps involved in it

1 Expert Approved Answer

Step: 1 Unlock blur-text-image

Question Has Been Solved by an Expert!

Get step-by-step solutions from verified subject matter experts

Step: 2 Unlock

Step: 3 Unlock

Students Have Also Explored These Related Pattern Recognition And Machine Learning Questions!

7 . ( * ) Show the derivative of the error function ( 5 . 2 4 ) with respect to the activation ak for outputunits having a softmax activation function satisfies ( 5 . 1 8 ) . E ( w ) = n = 1 N k = 1...

Jupyter Notebook Now that we have tried our hand at some single-layer nets, let's see how they stack up compared to multi-layer nets. :) We will be exploring the basic concepts of learning non-linear...

Jupiter Notebook We have covered some of the limitations of single layer neural networks in class, but they are still powerful learning systems that provide a good way to begin learning about how to...

Distribute one disjunction from the formula over a conjunction or fail if no such disjunction exists: A (B C) ' (A B) (A C) [6 marks] (iv) Repeatedly apply the distribution step until no more...

IOE 419 Mark S. Daskin Service Operations Management IOE Department Winter, 2017 University of Michigan Problem set 4 DUE: MONDAY - February 20, 2017 Points: 100 points total Problem 1: Babette has...

a. Derivatives of various activation functions. Show how the derivatives of activation functions, including sigmoid, tanh, and ELU in Table 10.6, are derived in mathematical details. b....

Use the given Omega Network for questions 57, 58 & 59 Memory Module Processor Stage 1 Stage 2 Stage 3 001 001 010 011 100 101 110 010 011 100 101 110 57. Show how the connection P4 M4 through the...

Answer all odd-numbered problems. Find x and y so that the statements in Probs. 49 to 56 Problems 65 to 68 deal with some of the field proper are true. Use the definition that ties of the complex...

OneChicago* trades so-called Single-Stock Futures (SSF), where the underlying security is a particular stock. Your company's data (bid-ask quote, next dividend's amount and when it will be paid), as...

I need Help and please show your work on the excel thank you! Score Maximu 1 2 In order to see exact numbers of your problem, please select your name from drop-down list first. 3 3 OneChicago* trades...

Joe Moyer, your uncle, is an inventor who has decided to incorporate. Uncle Joe knows that you are an accounting major at U.N.O. In a recent letter to you, he ends with the question, Im filling out a...

What is an index option? What index options are available?

What is the Profit Margin of Baldwin in Europe? 5 . 3 % 3 3 . 3 % 1 0 . 4 % 1 4 . 6 %

Why did Mendeleev not include einsteinium in his periodic table of 1871? Periodic Table: 2 3 4 10 6 3 7 11 Li 6.94 1 IA Na 22.99 19 37 5 Rb K 39.10 al 55 4 87 2 IIA Fr (223) Be 9.01 12 Mg 24.31 Sr...

Compare and contrast oral, written, and nonverbal communication.

Identify which organizational outcomes (dependent variables) are most effectively achieved by each type of formal small group communication network.

C ompare and contrast automatic and controlled processing and discuss how we might determine which type of processing an audience will use.

On June 1, Year 1, a company paid an $15,300 premium on a 36-month insurance policy for coverage beginning on that date. Refer to that policy and fill in the blanks in the following table. Balance...

A trial balance for your company is presented below. You have a meeting with your banker tomorrow morning and you realize that you need to make some adjustments for transactions that haven't yet been...

3 2 of Time left 0:22:21 Company B allocates overhead costs on the basis of the number of labour hours. Details concerning manufacturing overhead for the year are as follows: MOH Labour hours...