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

See More Books

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...
Suppose the current USD/euro exchange rate is 1.2000 dollar per euro. The six month forward exchange rate is 1.1950. The six month USD interest rate is 1% per annum continuously compounded? Estimate...
The durations (in minutes) of idle times at a factory in the last 10 months Find the mean, the median, and the mode of the data, if possible. If any measure cannot be found or does not represent the...
In a thin-slab, continuous casting process, molten steel leaves a mold with a thin solid shell, and the molten material solidifies as the slab is quenched by water jets en route to a section of...
The annual incomes for 8 professions are shown below. Form the data, Calculate the following: Profession Farming, fishing, forestry - $ 1 9 , 6 3 0 Sales and related - $ 2 8 , 9 2 0 Architecture and...
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...
The temperature in deep space is close to absolute zero, which presents thermal challenges for the astronauts who do space walks. Propose a design for the clothing of the astronauts that will be most...
Read the article by Prudy Gourguechon entitled Empathy Is An Essential Leadership Skill - And There's Nothing Soft About It. I get tired of hearing about "soft skills," even when it's acknowledged...
Gene Peterson purchased 200 shares in the no-load Fidelity Growth Company Fund a Morningstar five-star fund that seeks capital appreciation. His rationale for choosing this fund was that he wanted a...
You are valuing one share of a bank using valuation by comparables. You selected four similar banks, calculated their PE ratios and reported them in the table below. What is the value of one share of...
F = ? A B C D 500 N 10000 N 5000 N 20000 N Jhy F? ) 1000 kg
A park bench can seat 4 people. How many seating arrangements are possible if 4 people out of a group of 14 want to sit on the park bench?
Access "ww.ecomerce-guide.com" Find the product review area. Read review of three software payment solutions. Assess the payment solutions as possible components?
Chris Zulliger was a chef at the Plaza Restaurant in the Snowbird Ski Resort in Utah. The restaurant is located at the base of a mountain. As a chef for the Plaza, Zulliger was instructed by his...
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...
Compare and contrast the Construction Management and Management Contracting procurement routes.
Predetermined overhead rate, applied overhead and over/underapplied amounts Fairlane Company applied overhead to production using a predetermined overhead rate based on direct labor 3 hours. Budgeted...
Whether for a corporate purchase or a personal one, the capital budgeting process is the same. For this assignment, you will analyze the investment (purchase) made for a new car, a decision most...

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