I've done a fair amount of experimenting with neural networks using daily stock data. For me, the results were usually interesting, but nothing that was tradeable.
I developed a model in a computational economics class I took but the results were nothing to get crazy about.
Oh, it's happening....see research done here: http://www.elitetrader.com/vb/showthread.php?s=&threadid=64784