A softmax layer in a neural network takes an input vector x and produces an output vector

Question:

A softmax layer in a neural network takes an input vector x and produces an output vector y, where

Show that the sigmoid function is equivalent to a softmax with d = 2.

Fantastic news! We've Found the answer you've been seeking!

Step by Step Answer:

Related Book For book-img-for-question

Artificial Intelligence A Modern Approach

ISBN: 9780134610993

4th Edition

Authors: Stuart Russell, Peter Norvig

Question Posted: Mar 13, 2023 04:42 AM

See More Questions

The city of New Berlin is considering making several of its streets one-way. What is the maximum number of cars per hour that can travel from east to west? The network is shown inFigure. 2 5 0 0 2 2...
Let Find the following: (a) The y-coordinate of the point on the graph of y = f (x) where x = 16 (b) f (2) (c) f (13) 8x + 1/x if x <0 f(x) = { 4 if 0 2
A softmax layer in a neural network takes an input vector x and produces an output vector y, where a. Obtain the derivatives yj / xi in terms of x-values for the cases i = j and i j. b. Re-express...
Solve this system of equations -3x-y 5 -3x - 4y 83 || y = 1 11
Go to your local library or the Internet and look up the industry averages for the following groups of ratios: liquidity, activity, debt utilization, and profitability. a. Compare these ratios to...
Seventh-grade students are randomly divided into two groups. One group is taught math using traditional techniques;the other is taught math using a reform method. After 1 year, each group is given an...
Use the following data to prepare a statement of retained earnings for June Corporation. Total retained earnings originally reported as of January 1 $347,000 Stock dividends declared during the...
HighTech, Inc., and OldTime Co. compete within the same industry and had the following operating results in 2010: Required: a. Calculate the break-even point for each firm in terms of revenue. b....
21 01:47:28 Arrasmith Corporation uses customers served as its measure of activity. During February, the company budgeted for 36,400 customers, but actually served 27,600 customers. The company uses...
Cynthia Yeung owns 10% of the common shares of Bantam Brokers Ltd. She had acquired the shares, which have a stated paid-up capital amount of $1,000, from a previous shareholder in 20X0 at a cost of...
You would like to train a neural network to classify digits. Your network takes as input an image and outputs probabilities for each of the 10 classes, 0-9. The networks prediction is the class that...
Identical twins are rare, but just how unlikely are they? With the help of the sociology department, you have a representative sample of twins to help you answer the question. The twins data gives...
For the following exercises, determine whether each of the following relations is a function. (2, 1), (3, 2), (1, 1), (0, 2)}
Edmunds Launching - Absorption Income and Variable/Throughput Income ubje Beginning FG inventory in units Units Produced Units Sold Sales Material Costs ge ru The Edmunds Launching Company is trying...
Explain the intricate interplay between mass transfer phenomena and reaction kinetics in the design and optimization of heterogeneous catalytic reactors, delineating the role of pore diffusion,...
Pistol Pete's Mustache Mania recently reported net income of $5.2 million and depreciation of $800,000. What is was net cash flow? Assume it has no amortization expense.
How can Managers use Exchange markets and Rates to benefit their firms? Give examples. please do not repeat these examples : 1) Managers can use exchange markets and rates to benefit their firms by...
Timter Company uses a normal job-order costing system. The company has two departments through which most jobs pass. Selected budgeted and actual data for the past year follow: Budgeted overhead...
Although the synthesis of heterocyclic rings was not discussed in the text, many such syntheses employ reactions that are similar or identical to reactions in other parts of the text. Give...
5. Convert the following ERD to a relational model. SEATING RTABLE Seating ID Nbr of Guests Start TimeDate End TimeDate RTable Nbr RTable Nbr of Seats RTable Rating Uses EMPLOYEE Employee ID Emp...
Prove that the judgments B A and C D in the Allais paradox violate the axiom of substitutability.
The Surprise Candy Company makes candy in two flavors: 70% are strawberry flavor and 30% are anchovy flavor. Each new piece of candy starts out with a round shape; as it moves along the production...
In 1713, Nicolas Bernoulli stated a puzzle, now called the St. Petersburg paradox, which works as follows. You have the opportunity to play a game in which a fair coin is tossed repeatedly until it...
During a tight job market, recruiters have noticed that graduating seniors with an intermediate proficiency in a second language have a higher probability of getting a first interview following a...
You are an assistant in the accounting department of Thunderduck Shoes, a small retailer. The company has a loan that requires the company to maintain a minimum cash balance of $75,000, as reported...
Ursula Chang works as a Senior Account Manager for Decorous Stone and Tile ("Deco"), a Canadian public company. Her responsibilities include selling tiling products to various retailers across North...

A softmax layer in a neural network takes an input vector x and produces an output vector

Question:

yj = ej Σ=1 ek

Step by Step Answer:

The softmax function is defined as follows for a vector x of length d softmaxxi expxi sumexpxj for i ...View the full answer

Artificial Intelligence A Modern Approach

Students also viewed these Computer science questions