The best reference is "Neural Networks for Pattern Recognition", by Bishop. Another good book is "Neural Networks and Learning Machines", by Haykin.
More practical references include the user guides of the Neural Network Toolbox for Matlab or the Open Source Neural Networks C++ Library Flood.
