Artificial Neural Networks ( Anns ) - 1749 Words

Artificial neural networks (ANNs) are computational algorithms loosely based on the human biological nervous system which work to model statistical data. An ANN â€Å"consists of processing elements known as neurons that are interconnected to each other and work in unison to answer a particular problem [, and] can be used in places where detecting trends and extracting patterns are too complex to be detected by either humans or other computer techniques.† Although recent in their explosion in popularity, the underlying logic behind ANNs have existed for â€Å"nearly a half-century†, however due to the pervasive and ubiquitous adoption of powerful computational tools in our contemporary society, ANNs have had a sort of renaissance, much to the avail of scientists, engineers, and consumers. The current cutting-edge in deep-learning and ANNs focuses highly on both their ability to model and interpret complex data, and their ability to be put to scale due through optimization and parallelization. The current framework for designing ANNs is one that is widely available, with a myriad of tools facilitating their development. Python, C++, Google’s Tensorflow, Theano, Matlab, and Spark all contain a robust set of mathematical operations which necessitate ANNs. Due to the algorithm behind ANNs, the models are inherently apt in â€Å"extract[ing] meaning from imprecise or intricate problems†. Speaking reductively, ANNs are data modeling tools which are trained on a given dataset, and canShow MoreRelatedArtificial Neural Networks ( Ann )2161 Words   |  9 PagesCHAPTER 5 Artificial Neural Networks (ANN) 5.1 Machine Learning In machine learning, systems are trained to infer patterns from observational data. A particularly simple type of pattern, a mapping between input and output, can be learnt through a process called supervised learning. A supervised-learning system is given training data consisting of example inputs and the corresponding outputs, and comes up with a model to explain those data (a process called function approximation). It does thisRead MoreArtificial Neural Networks : An Example Of Machine Learning920 Words   |  4 PagesIn 1958 Psychologist Frank Rosenblatt invented the first artificial neural network. He called it Perceptron and hoped it would model the human brain and process visual data and learn to recognize objects. Artificial Neural Networks (ANNs) are expected to grow within the next few years. An artificial neural network is composed of interconnected artificial neurons that mimic some properties of biological neurons. ANNs work like simulated brains. They are given softwar e and be set up in a way that mimicsRead MoreThe Importance Of Breast Cancer810 Words   |  4 Pagesmalignant mammographic findings, however, is difficult. Only 15%-30% of biopsies performed on nonpalpable but mammographically suspicious lesions prove malignant. Automated classification of mammographic findings using discriminant analysis and artificial neural networks has indicated the potential usefulness of computer-aided diagnosis .(Shmit 2003) If breast cancer is left untreated, it will usually spread over into other areas of the body such as under the arm and to the lymph nodes which causes moreRead MoreStock Market Prediction Using Artificial Neural Networks And Regression Analysis871 Words   |  4 Pages Stock Market Prediction Using Artificial Neural Networks and Regression Analysis Tyler T. Procko Embry-Riddle Aeronautical University TO: Professor Michael Perez, M.A., M.F.A. FROM: Tyler T. Procko DATE: 10/03/2016 SUBJECT: Analytical Report Proposal I. Purpose / Background / Audience: Relatively accurate prediction of multi-tiered, non-linear events has long been a difficult and time-consuming task to perform; forecasting the movement ofRead MoreAnalyzing The Field Of Big Data954 Words   |  4 PagesResearch Paper: Artificial Neural Networks (ANN) Authors: Khushboo Arora, Shrutika Suri , Divya Arora and Vaishali Pandey Published online: 30 April 2014 Purpose: As mentioned in the abstract, It is difficult to find patterns in massive amount of unstructured data. Thereby, this paper addresses an important technique called Artificial Neural Networks which is being used a lot these days in field of machine learning, Artificial intelligence etc. The goal of Artificial neural networks is to find patternsRead MoreOptical Character Recognition Is Becoming Popular Areas Of Research Under Pattern Recognition And Smart Device Applications1212 Words   |  5 PagesProject Title:OPTICAL CHARACTER RECOGNITION USING ARTIFICIAL NEURAL NETWORKS Abstract: The Optical Character Recognition (OCR) is becoming popular areas of research under pattern recognition and smart device applications. It requires the intelligence like human brain to recognize the various handwritten characters. Artificial Neural Network (ANN) is used together the information required to recognize the characters adaptively. This paper presents a performance analysis of character recognitionRead MoreAn Effective Machine Learning Model1164 Words   |  5 Pagesestimating the class and location of objects contained within the images. With the improvements in object representations and machine learning models, it is possible to achieve much advancement in Object Recognition. For the last few years, Deep Neural Network has proven to be an effective machine learning model. DNNs have a varied approach to classification problems. They consist of deep architectures which makes it possible to understand more complex models than shallow ones. With this ability andRead MoreThe Deregulation Of The Electrical Power Industry1682 Words   |  7 Pagesperformance analysis of various neural networks (NN) for short term price forecasting. Several NN models are trained and tested on the half-hourly data from Australian Energy Market and their performances have been compared. Overall findings suggest that the value of mean absolute percentage Error (MAPE) in the case of 3-Layered cascaded neural network (CNN) is better than other proposed models. Keywords— Short term price forecasting, Cascaded Neural Network, Recurrent neural network, Australian energy marketRead MoreWireless Technology : A Growing Expansion Of Wireless Communication Technology1809 Words   |  8 Pagesan efficient usage of EM simulation for RF and microwave is the use of artificial neural network (ANN) models trained by full-wave EM simulators [2]. In order to design the patch antenna, CST-MWS simulators have been used. It is a special tool for the simulation of high frequency components. Training ANN configurations by using the data obtained from EM simulations develops an ANN model for each one of the components. Such ANN models have shown to retain the accuracy obtainable for EM simulators andRead MoreArtificial Neural Network Essay937 Words   |  4 PagesIn these project functional models of Artificial Neural Networks (ANNs) is proposed to aid existing diagnosis methods. ANNs are currently a â€Å"hot† research area in medicine, particu larly in the fields of radiology, cardiology, and oncology. In this an attempt is made to make use of ANNs in the medical field One of the important goals of Artificial Neural Networks is the processing of information similar to human interaction actually neural network is used when there is a need for brain capabilities

Comparison of Genesis 1 2 - 1479 Words

Brady Pair Dr. Stewart REL 1330 Introduction to Christianity HONORS Section September 18, 2013 Comparison between Genesis 1 Genesis 2 The story of creation begins with Genesis 1 and 2, it explains how the world and it’s living inhabitants were created from God’s touch. From Genesis 1 we see how the sky, seas, land, animals, and mankind were created. However Genesis 2 focuses more on the first of mankind, known as Adam and Eve and how they are made to be. In this paper I will compare Genesis 1 and Genesis 2 and what the main idea for creation is in each one, however in my opinion there is no contradiction between the two. Genesis 2 merely fills in the details that are headlined in Genesis 1. In Genesis 1 we learn how God created the†¦show more content†¦Another possibility is that there were two stories being told and the writer could not decide which one to put in the bible, so he put both. Though there are two clashing stories, the basic idea for this story of creation can still be seen. This might explain why Genesis 1 has a broader spectrum of creat ion and why Genesis 2 focuses mainly on the creation of man. In Genesis 1 the names of man are not even mentioned. In Genesis 2 however we come to learn that their names are Adam (male) and Eve (female). Also in Genesis 2 we learn exactly how Eve is created; Goad takes a rib from Adam and makes Eve from that rib. Then she is called woman, because she is made from man (Gen 2:23). This appears nowhere in Genesis 1. Another possibility is that Genesis was also put in the Bible to show us how important the creation of man was. After all we are the only things that God created in his image (Gen 1:26). God makes a garden in Eden and puts Adam in the eastern part of Eden to care over and keep it in order. He then instructs him about what trees to eat from and which to not eat from. Before God makes him a helper (on the 6th day) he brings all the creatures to Adam to name all the animals and birds (Gen 2:15). Then God reflects back at what he previously made before man. (Gen 1:24-25 explains the creatures made from the earth â€Å"according to its kind†) and has Adam name them before he puts him asleep to operate on him to give him his wifeShow MoreRelatedGENESIS AND ANCIENT MYTHS OF THE NEAR EAST930 Words   |  4 PagesWhen one approaches the biblical text, it is important to explore the cultural context in which the text occurs. With regard to the Book of Genesis, it is important to examin e the writing with other contemporary works of similar geography and topics. The people of ancient Mesopotamia, where the oldest civilizations originated, produced a number of stories of creation and natural occurrences. It is important to note that many of the stories of the Sumerians, Akkadians and Hebrews began as oral traditionsRead MoreA Comparative Study Of The Integrated Kinnetic Energy In The Tropical Cyclones Summary1001 Words   |  5 Pagesrainfall (TRMM-3B42). The introduction defines the concept of IKE and explains that a comparison of IKE in the EP and AL basins will be carried. The following analysis provides the seasonal cycle of IKE and TC count, then shifts the focus to: the relationship between IKE and TC genesis location the differences between the upper and lower terciles of IKE in terms of: TC track density TC location at maximum IKE TC genesis location the relationship between IKE and volume-integrated rainfall The conclusionRead MoreThe Views of Aristotle’s Idea of the Prime Mover Vs. the Judaeo Christians Idea of God763 Words   |  4 Pagesand set apart from any physical being. This, although symbolic as a parallel between a Judaeo Christian thinking and the teachings of Aristotle, is also a significant difference between the two ideologies. This is suggested as, in genesis 2-3, personification is used to humanise God, and the biblical God responds to the behaviour of people - Adam and Eve. God shows anger, compassion and other relevant emotions accordingly, displaying that his emotions are subject to changeRead MoreThe Enuma Elin Creation Theth Of The Enlonian Creation Myth1380 Words   |  6 Pageschaos of swirling waters until, with time, the waters separate into Apsu and Tiamat. In response to this myth, the first book of Genesis was written during the Babylonian Exile. Genesis 1 introduces how God created the world in six days and rested on the seventh. In addition to this creation story, there were another one written centuries before and it was written in Genesis two and three. This story, famously described as The Fall of Man shows how God created the creatures of the earth and humansRead MoreEssay about Does â€Å"Day† Mean a 24-Hour Period or Ages?647 Words   |  3 Pagescourse came from the sun, but the vapor diffused the light. Later the sun appeared in an unclouded sky. Genesis 1:5 - And God called the light Day, and the darkness he called Night. And the evening and the morning were the first day. The word day is used in Scripture in three ways: (1) That part of the solar day of twenty-four hours which is light (Genesis 1:5, Genesis 1:14, John 9:4, 11:4). (2) Such a day, set apart for some distinctive purpose, as, day of atonement (Leviticus 23:27); dayRead MoreCis 105 Week 1 Checkpoint - Computer Comparison768 Words   |  4 PagesComputers Comparison Students Name University of Phoenix January 21, 1011 Computers Comparison I believe most of the general populations are aware of how rapidly technology evolves. I will start by giving a little bit of background into my own computer system. I purchased my Desktop computer system in late October 2008. At the time I was set to begin a journey into the world of higher education and needed a computerRead MoreThe Book Of Genesis Is Submerged With Revelation1160 Words   |  5 PagesThe Book of Genesis is submerged with revelation(s) which shows similarities between the first Adam(s) and the last Adam(s). Revelation is the knowledge which the owner of the land gives unto his subjects to execute his purpose in the land, in his place, see John 16:7-16; As the first Adam is the son of God, see Luke 3:38. The last Adam is God the Son, see Hebrews 1:8. Adam was given the knowledge to execute the Father’s purpose in the garden, this is a type of revelation, see Genesis 2:15-19. AdamRead MoreWhat Makes A Commercial Really Selling?1512 Words   |à ‚  7 PagesSutherland provides a great lens to view the mid-80s commercial for the Sega Genesis(2), by using metaphors that created dichotomies of inferiority and superiority of their game system, Sega persuades viewers that their product is better, faster, and a more enjoyable experience than the Super Nintendo Entertainment System(1). The first thing that happens in the ad is a narrator asks the question â€Å"what is blast processing?†1 Well, what is Blast processing? In reality it is a made up word meant forRead MoreGod’s Creative Authority in Genesis and Job Essay1541 Words   |  7 Pagescharacter is exemplified by the discrepancy in the depiction of God in the book of Genesis in comparison to the depiction of God in the book of Job. On the larger scale, God creates with intention in Genesis in contrast to destroying without reason in Job. However, as the scale gets smaller, God’s creative authority can be seen in both books, yet this creative authority is manifested in entirely distinctive manners. In Genesis, God as creator is ideal, moral, and rational; in Job, God as creator is boastfulRead More Compare and Contrast ?Genesis? and ?Penetrating to the Heart of the Forest?,1261 Words   |  6 Pages Topic # 3 Compare and Contrast â€Å"Genesis† and â€Å"Penetrating to the Heart of the Forest†, Looking at both myth and short story. nbsp;nbsp;nbsp;nbsp;nbsp;Although there are many similarities present, a distinct difference is made between â€Å"Genesis† and quot;Penetrating to the Heart of the Forestquot; in that â€Å"Genesis† is a mythical narrative while quot;Penetrating to the Heart of the Forestquot; is an adaptation of a mythic story (Adam and Eve) in the form of a short story

Frost The Road Not Taken Essay Example For Students

Frost The Road Not Taken Essay Frost The Road Not Taken FROST- The Road Not Taken Do not follow where the path may lead Go instead where there is no path and leave a trail. -Robert Frost Everyone is a traveler, choosing the roads to follow on the map of their continuous journey, life. There is never a straight path that leaves one with but a sole direction in which to head. Regardless of the original message that Robert Frost had intended to convey, his poem, The Road Not Taken, has left its readers with many different interpretations. It is ones past, present and the attitude with which he looks upon his future that determines the shade of the light that he will see the poem in. In any case however, this poem clearly demonstrates Frosts belief that it is the road that one chooses that makes him the man who he is. And sorry I could not travel both.. . It is always difficult to make a decision because it is impossible not to wonder about the opportunity cost, what will be missed out on. There is a strong sense of regret before the choice is even made and it lies in the knowledge that in one lifetime, it is impossible to travel down every path. In an attempt to make a decision, the traveler looks down one as far as I could. The road that will be chosen leads to the unknown, as does any choice in life. As much he may strain his eyes to see as far the road stretches, eventually it surpasses his vision and he can never see where it is going to lead. It is the way that he chooses here that sets him off on his journey and decides where he is going. Then took the other, just as fair, and having perhaps the better claim. What made it have the better claim is that it was grassy and wanted wear. It was something that was obviously not for everyone because it seemed that the majority of people took the other path therefore he calls it the road less travelled by. The fact that the traveler took this path over the more popular, secure one indicates the type of personality he has, one that does not want to necessarily follow the crowd but do more of what has never been done, what is new and different. And both that morning equally lay in leaves no step had trodden black. The leaves had covered the ground and since the time they had fallen no one had yet to pass by on this road. Perhaps Frost does this because each time a person comes to the point where they have to make a choice, it is new to them, somewhere they have never been and they tend to feel as though no one else had ever been there either. I kept the first for another day! The desire to travel down both paths is expressed and is not unusual, but knowing how way leads on to way, the speaker of this poem realizes that the decision is not just a temporary one and he doubted if I should ever come back. This is his common sense speaking and acknowledging that what he chooses now will affect every other choice he makes afterward. Once you have performed an act or spoken a word that crystalizes who you are, there is no turning back, it cannot be undone. Once again at the end of the poem the regret hangs over the traveler like a heavy cloud about to burst. .u9291bc498e819ee61bc8d2e9b0557980 , .u9291bc498e819ee61bc8d2e9b0557980 .postImageUrl , .u9291bc498e819ee61bc8d2e9b0557980 .centered-text-area { min-height: 80px; position: relative; } .u9291bc498e819ee61bc8d2e9b0557980 , .u9291bc498e819ee61bc8d2e9b0557980:hover , .u9291bc498e819ee61bc8d2e9b0557980:visited , .u9291bc498e819ee61bc8d2e9b0557980:active { border:0!important; } .u9291bc498e819ee61bc8d2e9b0557980 .clearfix:after { content: ""; display: table; clear: both; } .u9291bc498e819ee61bc8d2e9b0557980 { display: block; transition: background-color 250ms; webkit-transition: background-color 250ms; width: 100%; opacity: 1; transition: opacity 250ms; webkit-transition: opacity 250ms; background-color: #95A5A6; } .u9291bc498e819ee61bc8d2e9b0557980:active , .u9291bc498e819ee61bc8d2e9b0557980:hover { opacity: 1; transition: opacity 250ms; webkit-transition: opacity 250ms; background-color: #2C3E50; } .u9291bc498e819ee61bc8d2e9b0557980 .centered-text-area { width: 100%; position: relative ; } .u9291bc498e819ee61bc8d2e9b0557980 .ctaText { border-bottom: 0 solid #fff; color: #2980B9; font-size: 16px; font-weight: bold; margin: 0; padding: 0; text-decoration: underline; } .u9291bc498e819ee61bc8d2e9b0557980 .postTitle { color: #FFFFFF; font-size: 16px; font-weight: 600; margin: 0; padding: 0; width: 100%; } .u9291bc498e819ee61bc8d2e9b0557980 .ctaButton { background-color: #7F8C8D!important; color: #2980B9; border: none; border-radius: 3px; box-shadow: none; font-size: 14px; font-weight: bold; line-height: 26px; moz-border-radius: 3px; text-align: center; text-decoration: none; text-shadow: none; width: 80px; min-height: 80px; background: url(https://artscolumbia.org/wp-content/plugins/intelly-related-posts/assets/images/simple-arrow.png)no-repeat; position: absolute; right: 0; top: 0; } .u9291bc498e819ee61bc8d2e9b0557980:hover .ctaButton { background-color: #34495E!important; } .u9291bc498e819ee61bc8d2e9b0557980 .centered-text { display: table; height: 80px; padding-left : 18px; top: 0; } .u9291bc498e819ee61bc8d2e9b0557980 .u9291bc498e819ee61bc8d2e9b0557980-content { display: table-cell; margin: 0; padding: 0; padding-right: 108px; position: relative; vertical-align: middle; width: 100%; } .u9291bc498e819ee61bc8d2e9b0557980:after { content: ""; display: block; clear: both; } READ: Hemingway, In The Old Man And The Sea , Examines The Struggles Of Man Essay He realizes that at the end of his life, somewhere ages and ages hence, he will have regrets about having never gone back and traveling down the roads he did not take. Yet he remains proud of his decision and he recognizes that it was this path that he chose that made him turn out the way and he did and live his life the way in which he lived. I took the road less trvaeled by and that had made all the difference. To this man, what was most important, what really made the difference, is that he did what he wanted, even if it meant taking the road less traveled. If he .