SIMILAR is a network of excellence dedicated to multimodal interfaces research and supported by the 6th Framework of the European Commission. It gathers 32 European leading institutions from the human-computer interaction and signal processing fields.SIMILAR builds the foundations for future multimodal interfaces that respond efficiently to speech, gestures, vision, haptics and direct brain connections.Eight Special Interest Groups share the various short term tasks. Details are available at www.similar.cc.