Abstract: The objective of this research is to develop methods and tools for a multimodal and multi-sensor assessment and rehabilitation system called CPLAY to help children with Cerebral Palsy (CP). CPLAY collects and processes multiple types of stimulation and performance data while a child is playing in different types of therapy games simulating traditional therapy sessions.