The introduction of specialized hardware platforms for connectionist modeling ("connectionist supercomputer") has created a number of research topics. Some of these issues are controversial, e.g. the efficient implementation of incremental learn(cid:173) ing techniques, the need for the dynamic reconfiguration of networks and possible programming environments for these machines.