Pruning Growing Self-Organizing Map Network for Human Physical Activity Identification

Figure 3

GSOM network structure and related operations. (a) New neurons grow at the dotted line position. (b) The cumulative error of winner neurons is halved and propagated to neurons; red neuron is the winner.