Quantum Neural Network Essay - 1014 Words

Chapter 1 Quantum Neural Network 1.1 Introduction and Background The eld of articial neural networks (ANNs) draws its inspiration from the working of human brain and the way brain processes information. An ANN is a directed graph with highly interconnected nodes called neurons.Each edge of the graph has a weight associated with it to model the synaptic eciency. The training process involves updating the weights of the network in such a way that the network learns to solve the problem. The neurons in the network work together to solve specic problems. The network can be trained to do various tasks like pattern recognition, data classication,function approximation etc. ANNs are widely used in the elds of computer vision†¦show more content†¦This has been demonstrated by many quantum 1.2. QUANTUM MECHANICS AND ANN 3 Figure 1.2: Quantum analogies for dierent concepts of articial neural networks algorithms such as Grovers search algorithm, Shors factorisation algorithm etc. We can use this property and our knowledge of classical neural net- works to create a new computing paradigm called quantum neural networks (QNNs). There are many ways of using building a QNN. Figure 1.2 has been taken from [2], which shows various approaches to achieving For the purpose of this chapter will will consider only the Menneer and Narayanan model. This model is based on the parallel universe interpreta- tion of Quantum mechanics. 1.2.1 The parallel universe interpretation The parallel universe interpretation or the many world interpretation of quantum mechanics was proposed by Hugh Everett in the year 1957 [3]. 4 CHAPTER 1. QUANTUM NEURAL NETWORK It says that there exists an innite number of coexisting universes and each possible outcome of an event occurs in a parallel universe. According to the theory superposition states of a wavefunction lies in dierent universes and the quantum system interacts with itself in dierent universes. Any act of measurement sees the state only in one universe. This interpretation can help in better understanding of the eld of quan- tum information. 1.3 Quantum Neural Network We will try toShow MoreRelatedEssay On Better Glass Edu867 Words   |  4 PagesThere are several projects for this research opportunity. I am part of a project called Better Glass Edu, a project specifically for the first year researchers to get acclimated to the terms of and usage of a neural network using machine learning algorithms. Before going in-depth into the research topic we must first understand what Machine learning is. 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Oecd Oecd Development Economic Growth - 1335 Words

OECD Development Economic Growth IN Australia ABSTRACT: Organization for Economic Co-operation (OECD) was established in 1961. The Organization for Economic Co-operation and Development (OECD) is one of the biggest reliable sources of economic, statistical and social data. OECD works with government to share experience of different situation and seek solutions to common problems that the country can overcome the barrier. They research and analyze the country economy, social, environmental changes and gather all data from various sources as much can compare those data for future trends as can predict. Australia has been an active member with OECD since 1971 and ranking of†¦show more content†¦Australian economy is booming and faces a main short –term outlook. Australia has a three speed or multi-speed economy that means three different sources makes build the economy strong. Western Australia holds the nation strongest economy growth compared to other states in Australia. â€Å"Australia long period of uninterrupted economic growth makes it the Iron Man among the OECD countries† said OECD secretary General Angel Gurria . the table is given below the economic comparison chart with different countries . Figure: 2 The table illustrates that Australia is fastest growing economic compare to others countries. Unemployment rate is lesser than AA countries. In addition, inflation rate is higher than more countries but still lower than 3%. However Australia current account balance is expected to deteriorate. It probably can impact number of factors such as growing investment, mining, imports , trade and interest rate on external borrowing. OECD thinks Australia needs to improve Australia’s tax system and macroeconomic polices. The average income worker in Australia confront a tax burden in terms of their income 27.4% tax wedge in 2013 compared to OECD average of 35.9%. Here is given below the overview charts for Australia: †¢ Between 2000 and 2013, the tax burden single average income decreased of 3.6 percentages from 31.0%. †¢ The corresponding figures for OECD was reduced by 0.8 % from 2000 to 2013 but also increased 0.8% between

What Makes a Hero free essay sample

Patrick Dinnell 5/14/13 Assignment: 5 paragraph essay Hero Essay What is a hero? A hero can affect the world, group, or just one person with his or her actions. What a hero is doesn’t always have to do with what they did, but how it affected the person who received it. Anyone could be a hero in someone else’s eyes. What makes a hero is doing something to help another person or thing, doing their actions without expecting something in return, and putting others before themselves. First, in order to be a hero, someone must do something for another person or thing. People usually think of heroes as someone who saved a life, or stopped a dangerous crook, but in order to be a hero, you don’t need to do any of that. It can be a simple little thing like helping an elderly person, or donating a little blood, or just playing with someone who has no one to play with. We will write a custom essay sample on What Makes a Hero or any similar topic specifically for you Do Not WasteYour Time HIRE WRITER Only 13.90 / page A hero is named a hero by the person or thing who receiving the action and how it helped him, her, or it or made him, her, or it feel. Seconds, in order to be a hero, someone must do your actions without expecting something in return. Heroes are always getting awards, statues, and other items in their honor, but if a hero does their actions for fame and glory, they’re not heroes. A hero does well for others just to do good for others. Being a hero has nothing to do with plaques, or awards, or any credit. It has to do with goodness and what the person does. Lastly, in order to be a hero, someone has to put others before his or herself. Firefighters are an example of this. They rush into burning buildings and save people from fires. If someone doesn’t put his or herself before someone else, they will usually care about him or her and not someone else’s. If someone does the opposite, they will usually help someone else and care for others. Heroes almost always put others before themselves. So, what is a hero? A hero can change a person, a group, or even the entire world. What a hero is someone who does something for another person or thing, does their actions without expecting something in return, and puts others before themselves. Hopefully, people will realize what a hero really is.