Bidimensionally partitioned online sequential broad learning system for large-scale data stream modeling
Abstract Incremental broad learning system (IBLS) is an effective and efficient incremental learning method based on broad learning paradigm.Owing to its streamlined network architecture and flexible dynamic update scheme, IBLS can achieve rapid incremental reconstruction on the basis of the previous model without the entire retraining from scratch