Table 3:
Current Task Accuracy for the Different Models for the Associative Recall Task Distribution.
75.99 76.17 76.17
74.5* 76.57 75.63
75.6 76.9 75.79
76.1 76.03 75.49
75.29 75.3 74.99
74.56 74.9 74.38
75.38
75.5
75.38
10  75.07
11  74.8
75.99 76.17 76.17
74.5* 76.57 75.63
75.6 76.9 75.79
76.1 76.03 75.49
75.29 75.3 74.99
74.56 74.9 74.38
75.38
75.5
75.38
10  75.07
11  74.8

Notes: The row with the asterisk denotes the task at which the proposed model expanded. The capacity expansion technique allows our proposed model to clear more tasks than it would have cleared otherwise. The proposed small-Lstm-Gem-Net2Net model clears as many levels as the large-Lstm-Gem model.

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