Wednesday, May 29, 2019

Neural Networks Essay -- Artificial Intelligence Technology

Neural NetworksAbstractThis paper entrust provide an precedent level discussion of neural networks within the discipline of artificial intelligence. This discussion will briefly cover the history of the neural network as sound as recent advances within this field. In addition, several real world applications of neural networks will be discussed.IntroductionThe primary goal in the field of artificial intelligence is to construct a machine with an intellect comparable to that of a human. This pursuit of an artificial intelligence has had a long history. Several contrary flakes have been attempted as a result of this goal. In particular, the study of neural networks has evolved from this pursuit for an intelligent machine.The field of neural networks involves a new approach to computing that uses mathematical structures with the ability to learn (Zsolutions). These methods were inspired by investigations into modeling nervous system learning (Zsolutions). For example, neurons in t he human brain are use to transmit data back and forth to each opposite. Artificial neural networks use this same technique to process various kinds of information (Fu, p 4). on that point are a wide variety of applications in which neural networks can be utilized. Primarily, they should be used in areas where standard techniques fail to give cheering results (Zsolutions). Neural networks are applied best in situations where information needs to be determined faster and with more efficiency. In addition, neural networks outperform other artificial intelligence approaches in areas where more detail can be learned from inputted data (Zsolutions).DiscussionThe technology of neural networks has been in existence for nearly forty years ... ...dapt as more data is input into the network. The recent advances within the field of neural networks are just beginning of what may potentially become the solution to creating a truly intelligent machine. The success that neural networks have ha d in the few areas that have implemented it should be enough to coiffe others realize the strength of a neural network. As neural networks grow in popularity, so too will the advancements in the field. In my opinion, neural networks will eventually be the driving force behind all artificial intelligence attempts.Bibliography 1. Fu, Limin. Neural Networks In Computer Intelligence. McGraw-Hill Inc. 1994. 2. http//www.cio.com/archive/cio_011596_neural_feature.html 3. http//www.inc.com/beyondthemag/between_the_pages/neural.html 4. http//www.merlin.com.au/brain_proj/neur_net.htm 5. http//www.zsolutions.com/

No comments:

Post a Comment

Note: Only a member of this blog may post a comment.