Artificial neural networks, Computer Engineering

Artificial Neural Networks:

However imagine now in this example as the inputs to our function were arrays of pixels and there actually taken from photographs of vehicles such that the output of the function is either 1, 2 or 3 when 1 stands for a car and 2 stands for a bus and 3 also stands for a tank.

Hence in this case there the function that takes an array of integers representing pixel data and outputs either 1 or 2 or 3 will be fairly complicated then it's just doing the same kind of thing as the two simpler functions. 

Presumably the functions learned an example as categorise photos of vehicles into a category of car or bus or tank then are so complicated that we say the ANN approach is a black box approach is because of that the function performs well at its job so that we cannot look inside it to gain a knowledge of how it works. However this is a little unfair as maybe there are some projects that have addressed the problem of translating learned neural networks into human readable forms. Moreover,, there in generally ANNs are used in cases when the predictive accuracy is  of greater importance than understanding the learned concept.

Posted Date: 1/11/2013 6:47:51 AM | Location : United States







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

Write discussion on Artificial neural networks
Your posts are moderated
Related Questions


Write shorts notes on Sliding Window Protocol To acquire high throughput rates, protocols employ a flow control technique termed as sliding window. Both, the sender and receive

Now when a site structure is set up for storing pages and assets for Compass site, you'll create the first page-a home page for the site. As you build this page, you will add text,

A graph with n vertices will definitely have a parallel edge or self loop of the total number of edges are More than n(n-1)/2

Predicates in first-order logic sentences - artificial intelligence There are predicates first and foremost in first-order logic sentences. These are indications that some thin

A) Around how many entries are there in this file on your VM? B) Select and list names and corresponding port numbers for four well-liked services listed in this file?

What is a Turing Machine?  Turing machine is a simple mathematical model of a computer. TM has unlimited an unrestricted memory and is a much more accurate model of a general

Q. What is Single Program Multiple Data (SPMD) SPMD is in fact a "high level" programming model which can be built on any arrangement of previously described parallel programmi

Front page is a software used to make a webpage.