A Cognitive Model for Generalization during Sequential Learning

Figure 2

Savings as a function of sparsity. An SSE ratio of one or more indicates no savings, while lower values indicate retention of Base Task knowledge. Nothing Same Task was used as the interfering task. The 𝑘 parameter roughly equals the percentage of active units in the hidden layer. Error bars display standard errors of the mean.