Short Course on Pattern Recognition for Biomedical Applications has been successfully organised by CISIR. The EEG short course was held from 1st & 2nd December 2014 at Universiti Teknologi Malaysia, Kuala Lumpur. The course attracted 12 participants from various universities including UTP, UniMAP, UPM, UTeM and MMU. This 3 days short course was conducted by main instructors, Assoc. Prof. Dr Ibrahima Faye and Assoc. Prof. Dr Sarat C. Dass. From the participant's responded, many good feedback was received and they are recognised the expertise that CISIR have.