I wanted to know if implementation of Artificial Neural Networks on ARM Processor is possible and if yes,where can I get the required literature
There is nothing hardware specific about neural networks, so yes. What you need is Neural Net code written in portable ISO C or C++, and it will work on an ARM as any other. Of course it may be constrained by the memory resource on your part. A quick look on sourceforge came up with this: http://leenissen.dk/fann/ Being cross-platform, I imagine you could develop and even train your net on a PC then implement it in the ARM. It has GUI tools to help with development.