ENHANCING EFFICIENT CONTINUAL LEARNING WITH DYNAMIC STRUCTURE DEVELOPMENT OF SPIKING NEURAL NETWORKS
IN ADDITION, THE OVERLAPPING SHARED STRUCTURE HELPS TO QUICKLY LEVERAGE ALL ACQUIRED KNOWLEDGE TO NEW TASKS, EMPOWERING A SINGLE NETWORK CAPABLE OF SUPPORTING MULTIPLE INCREMENTAL TASKS (WITHOUT THE SEPARATE SUB-NETWORK MASK FOR EACH TASK).