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Getting Started with Neural Networks (ANN)?

I've been involved with a lot of C-Programming and RT-Linux, now I want to do some Artificial Neural Networking.

BUT: How do I get started?

I'm also very interested in Evolutionary Algorithms(Learning Algorithms) and Artificial Intelligence. Where can I start learning all of this?

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janniks Avatar asked Jan 09 '12 17:01

janniks


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What is neural network in ANN?

Neural networks, also known as artificial neural networks (ANNs) or simulated neural networks (SNNs), are a subset of machine learning and are at the heart of deep learning algorithms. Their name and structure are inspired by the human brain, mimicking the way that biological neurons signal to one another.

What are the 3 layers of ANN?

ANN is made of three layers namely input layer, output layer, and hidden layer/s. There must be a connection from the nodes in the input layer with the nodes in the hidden layer and from each hidden layer node with the nodes of the output layer. The input layer takes the data from the network.


1 Answers

If you're just trying to get familiar with AI, then I would recommend that you take the Stanford's free online courses:

  • https://www.ai-class.com/
  • http://www.ml-class.org/course/auth/welcome

Get a good understanding of the ML/AI concepts and play with the algorithms.

Additional links:

  • Neural Network Example: http://www.ai-junkie.com/ann/evolved/nnt1.html
  • GP: http://www.genetic-programming.org/

There are many more resources online, but I think the above will give you a decent start. Also, there are a LOT of similar questions on SO that provide many useful links so I would recommend that you search for these topics on stackoverflow.com:

  • Neural Networks on SO: https://stackoverflow.com/questions/tagged/neural-network?sort=votes
  • Genetic Algorithms on SO: https://stackoverflow.com/questions/tagged/genetic-algorithm
  • Genetic Programming on SO: https://stackoverflow.com/questions/tagged/genetic-programming
  • Evolutionary Algos on SO: https://stackoverflow.com/questions/tagged/evolutionary-algorithm
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Kiril Avatar answered Oct 20 '22 12:10

Kiril