Question: Can anyone explain why the answer for both problems below is D In an artificial neural network, which of the following pairs of input connection

Can anyone explain why the answer for both problems below is D

In an artificial neural network, which of the following pairs of input connection weights would cause a neuron with two inputs and a threshold value of 3 to produce an output of 1 only when both of its inputs are 1?

A. 0, 0 B. 2, 0 C. 0, 2 D. 2, 2

ANSWER: D

In an artificial neural network, which of the following pairs of input connection weights would cause a neuron with two inputs and a threshold value of 2 to produce an output of 0 only when both of its inputs are 0?

A. 0, 0 B. 3, 0 C. 0, 3 D. 3, 3

ANSWER: D

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 Databases Questions!

% MISO FF Neuron mapping % ECE/SYS 645 Intelligent Control Systems - Prof KaC Cheok, 11Jan '11 '18 % s1 = W1*U + B1; y1 = f1(s1); % s2 = W2*y1 + B2; y2 = f2(s2) %% Initialize weights & biases, and...

COMPLETE ALL THE QUESTIONS 1) Make a version of X.32[7] where the element type is a template argument. [10] ( 2.5) Given an Itor class like the one in X.32[8], consider how to provide iterators for...

PLEASE HELP IN PYTHON Multilayer perceptrons are a type of artificial neural network ( ANN ) which use simple models to solve difficult computational tasks such as prediction. For example, if you use...

D Question 5 20p Given the following artificial neural network with 3 inputs (x1, x2, x3), one hidden layer with two neurons (A and B), and the output layer has a single neuron C that provides...

Question 1 . Compared to shallow nets, deep neural networks are able to: a . Reach much better performance with the same amount of training data b . Reach much worse performance with the same amount...

QUIZ... Let D be a poset and let f : D D be a monotone function. (i) Give the definition of the least pre-fixed point, fix (f), of f. Show that fix (f) is a fixed point of f. [5 marks] (ii) Show that...

Use the Matlab programs in Appendices as a starting point. Copy, paste and modify the code for the homework. Hand in the following as your submission for the homework: The program you modified....

For monotone functions f, f0: P Q between posets (P, vP ) and (Q, vQ), let f v f(i) Prove that the binary relation v is a partial order. [3 marks] (ii) For monotone functions between posets p : P 0...

Jupyter NoteBook Once we decide to measure more than three features per input vector, it can become challenging to understand how a network is learning to solve such a problem since we can no longer...

Read the above passage and then answer short questions Summarize and elaborate the research method of this article in concise language Application Research Based on Machine Learning in Network...

Stock investors often look to beat the performance of the S&P 500 Index, which generally serves as a yardstick for the market as a whole. The following table shows a comparison of the five-year...

Using the equation of state P(v - a) = RT, verify (a) The cyclic relation and (b) The reciprocity relation at constant v.

How is depreciation expense presented on a cash flow statement using the indirect method? Question 4 options: a ) It is added as an adjustment to net income in the operating section. b ) It is...

Required information [ The following information applies to the questions displayed below. ] Sweeten Company had no jobs in progress at the beginning of the year and no beginning inventories. It...

8. How has the Web influenced career management for employees? For companies?

2. Go to www.monster.com. Roll over to Career Tools. Review Career Snapshot, Career Benchmark, and Career Mapping. How are each of these tools helpful for career management?

4. The World Wide Web is increasingly being used by companies to list job openings and by individuals to find jobs. Using the Web sites listed here (or sites you find yourself by surfing the Web),...