This volume features peer-reviewed papers from the 9th Granada Seminar, which was held at the "Facultad de Ciencias" of the University of Granada, Spain, September 11-15, 2006. The 9th Granada Seminar covered the computational and mathematical modeling of cooperative behavior in neural systems and provided young scientists the opportunity to present their results and to discuss their problems with leading specialists.