The three-volume set LNCS 6675, 6676 and 6677 constitutes the refereed proceedings of the 8th International Symposium on Neural Networks, ISNN 2011, held in Guilin, China, in May/June 2011. supervised learning and unsupervised learning; natural scene analysis and speech recognition; neuromorphic hardware, fuzzy neural networks and robotics;