Perceptrons of artificial neural networks, Computer Engineering

Perceptrons:

However the weights in any ANN are usually just real numbers and the learning problem boils down to choosing the best value for each weight in the network. Because there are two important decisions to make rather than we train a artificial neural network as: (i)overall architecture of the system in which how input nodes represent given examples and how many hidden units or hidden layers to have and how the output information will give us an answer and other (ii) that how the units calculate their real value output from the weighted sum of real valued inputs. 

Here answer to (i) is always found  through experimentation by respect to the learning problem at hand as: different architectures are tried  but they evaluated on the learning problem until the best one emerges. In generally perceptrons in which we have no hidden layer or the architecture problem boils down to just specifying how the input units represent the examples given to the network.

Posted Date: 1/11/2013 6:54:17 AM | Location : United States







Related Discussions:- Perceptrons of artificial neural networks, Assignment Help, Ask Question on Perceptrons of artificial neural networks, Get Answer, Expert's Help, Perceptrons of artificial neural networks Discussions

Write discussion on Perceptrons of artificial neural networks
Your posts are moderated
Related Questions
Problem 1 (a) List and describe the characteristics of mainframes, minicomputers and microcomputers. (b) Briefly describe what is meant by electronic commerce and what b

State the number of definitions of firewall Though there exist a number of definitions of firewall, in simplest terms it can be defined as "a mechanism used to protect a truste

Write a recursive algorithm to count the number of right children in a binary search tree. Write the method levelCount whose header is given below. Method levelCount returns

Determine the primary memory of the server The keys used for accessing the server are held at a secret location in the primary memory of the server. This area or location is hi

What are the Process states? By the courses of implementation, processes change state. Status of a process is express by its present activity. Dissimilar practical states of

SPC stands (A)   Standard Protocol Control (B)   Stored Program Control (C)  Signaling and switching Centre (D)  Signaling Process Center Ans: SPC repres

Depth-first search is different from Breadth-first search in the following ways: A depth search traversal method goes to the deepest level of the tree first and then works up w

What is the use and function of File Transfer Protocol? FTP : File Transfer Protocol (FTP) is the protocol used upon the Internet for sending files and is usually used fo

Write a program to find the area under the curve y = f(x) between x = a and x = b, integrate y = f(x) between the limits of a and b. The area under a curve between two points can b

What interprets can a browser contain besides HTML and HTTP? Besides an HTTP client and an HTML interpreter, a browser can have elements whihc enable the browser to perform any