Neural networks literature review

Intelligent system(software engineering degree)
like "neural networks."

intelligent system(software engineering degree)
This assignment requires you to write a technical report on a classification dataset of your choice. You should first give a background literature review on the topic of the dataset, you should then provide a design of the neural network used including justifications of design choices. You should comment on how well the network performed and cite the performance data such as the classification accuracy, confusion matrixes and performance under noise.
1. Background literature review
Your background literature review should explain the topic of choice and explore the problem in detail. The literature review should explain the input values, the classifications and any other important information about the problem. You should also consider if any other research has attempted to solve this problem before and compare your results with those.
2. Neural Network design choices
In this section you should explain the various design choices available to you for training your neural network. Such choices might include: Network architecture, hidden layer depth, the number of processing elements per layer, the use of genetic optimisation on: input space/No. of processing elements/learning rate/momentum. Your design

Source: College Thesis Writing Help | Custom Dissertation Writing Services | Research Paper Writers

You might also like:

Social Networking and the Benefits to Young People: highlights from a Literature Review
Social Networking and the Benefits to Young People: highlights from a Literature Review

15 Things You Shouldn't Be Paying For

2010-08-19 09:27:17 by YouUngratefulTurds

Basic Computer Software -- Thinking of purchasing a new computer? Think twice before you fork over the funds for a bunch of extra software. There are some great alternatives to the name brand software programs. The most notable is OpenOffice, the open-source alternative to those other guys. It's completely free and files can be exported in compatible formats.
Your Credit Report -- You don't have to pay for your credit report. You could sign up for one of the free credit monitoring services online to get a quick look at your credit report. You just have to remember to cancel the service before the end of the free trial. Or you could do one better and visit the only truly free place to see all three of your credit reports for free once a year.
Cell Phone -- The service plan...

The Quest for Permanent Novelty  — Chronicle of Higher Education
"With repeated presentations of a stimulus," writes Eagleman, "a sharpened representation or a more efficient encoding is achieved in the neural network coding for the object." Once the brain has learned to recognize the ... Marcel Proust's effort to ...

Exploring the Neural Manifold  — Physics
For example, the perceived brightness of an area can be greatly influenced by the luminance of the surrounding areas: a gray patch on a dark background can appear as bright as a darker patch on a bright background [2]. ... The advantage of using D K L ...

Related posts:

  1. Neural network software Excel
  2. Neural Networks for Excel
  3. Neural Networks in Trading
  4. Neural Networks in product design