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What are interesting ideas for experimenting with Artificial Neural Networks? [closed]

I'm after a list of possible neural network implementations that can be experimented with. Possibly something that could take an hour to a week to write.

What other possibilities are there?

Here's the list so far:

  • Games
    • tic-tac-toe
    • Connect 4
    • Chess
    • Go
    • Sudoku
    • paper/scissors/rock
    • horse racing predictor
  • Visual recognition
    • Character recognition (typefaces, letters, numbers, etc)
    • Facial recognition
  • Audio recognition
    • Language detection
    • Male vs female
  • Word recognition
    • Language detection (natural, programming)
  • Pathfinding
    • "Artificial neural network driven mobile robots learn how to drive on roads in simulation." http://cig.felk.cvut.cz/projects/robo/, http://www.youtube.com/watch?v=lmPJeKRs8gE

Some links to more:

  • http://www.cs.colostate.edu/~anderson/res/project-ideas.html
like image 797
gak Avatar asked Mar 24 '10 00:03

gak


1 Answers

You can combine Genetic Algorithms and Neural Networks to evolve simple neural configurations, such as Neural Networks that perform logic operations (including the phantomatic XOR!).

This is a topic I very much like because - if you think about it - it's a bare bones model of how our brains evolved (I am not saying we have logic gates in our head).

It is simple enough - and should be good fun!

like image 102
JohnIdol Avatar answered Jan 03 '23 00:01

JohnIdol