Notes On L-BFGS
Reference
Numerical Optimization (by O. Jorge Nocedal. Stephen J. Wright. 2006)
http://home.agh.edu.pl/~pba/pdfdoc/Numerical_Optimization.pdf
On Optimization Methods for Deep Learning
http://www.icml-2011.org/papers/210_icmlpaper.pdf