Architecture of artificial neural networks, Computer Engineering

Architecture of Artificial neural networks:

Presumably "Artificial Neural Networks" consist of a number of units that are mini calculation devices. But they take in real-valued input from multiple other nodes and they produce a single real valued output.  Through real-valued input and output we mean real numbers that are able to take any decimal value. However the architecture of ANNs is as given: 

1. There a set of input units that take in information about the example to be propagated by the network. Through propagation the information from the input will be passed by the network and an output produced. Presumably the set of input units forms that what is known as the input layer. 

2. There a set of hidden units that take input from the input layer. If there the hidden units collectively form the  hidden layer then just to simplicity here we assume like each unit in the input layer is connected to each unit of the hidden layer so it means this isn't necessarily the case. As a weighted su units forms the input to every hidden unit. Remember that the number of hidden units is usually smaller than the number of input units of course. 

3. There a set of output units that in learning tasks and dictate the category assigned to an example propagated through the network. So the output units form the output layer. Hence again for simplicity here we assume that each unit in the hidden layer is connected to each unit in the output layer so a weighted sum of the output from the hidden units forms the input to every output unit.  Still m of the output from the input.

Posted Date: 1/11/2013 6:48:49 AM | Location : United States







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

Write discussion on Architecture of artificial neural networks
Your posts are moderated
Related Questions
What is the draw back of micro programmed control? It leads to a slower operating speed because of the time it takes to fetch microinstructions from the control store.

Operations of the Web mainly depend on hypertext as its means of interacting with users. But what is hypertext? Hypertext as such is the same as regular text that is it can be read

Data Dependency:   It refers to the state in which two or more instructions split same data. The instructions in a program can be given based on the relationship of data dependency

How the temperature effecting the delays in a chip The delays are directly proportional to the temperature. As the temperature enhances the delays are enhances and chip wil

Write the factors considered in designing an I/O subsystem? 1.  Data Location: Device selection, address of data within device ( track, sector etc) 2.  Data transfer: Amount

Logical Representations: If every human being spoke the same kind of language, there would be several less misunderstanding in the world. The problem with software engineering

The customers visit the website and browse through the products, looking at pictures and products details. When the customer finds his desired product, he usually adds it to his ca

Explain Debug monitors. Debug monitors give debugging support for a program. A debug monitor executes the program being debugged in its own control thereby giving execution e

Illustrate the Purchase Consummation activity? Purchase Consummation: This model lists three activities in the purchase consummation phase: • Receipt of product. • Pl

Q. Explain about 4-bit adder-subtractor circuit? Subtraction operation on binary numbers can be obtained by succession of addition operations only it implies that to achieve su