ACORNS: Acquisition of Communication and Recognition Skills. This project aims at simulating embodied language learning, inspired by the Memory-Prediction theory of intelligence. ACORNS intends to build a full computational implementation of sensory information processing. ACORNS considers linguistic units as emergent patterns. Thus, the research will not only address the issues conventionally investigated in statistical pattern recognition, but also the representations that are formed in memory.