Research Article

A Cognitive Model for Generalization during Sequential Learning

Table 2

Mean and standard error of SSE ratios for Base Task, when different interfering tasks were used. The first row gives the ratio for a BP network, the second row for a Leabra network with contextual cues of strength 1.0, the third row for a Leabra network with contextual cues of strength 0.35, and the fourth row for a Leabra network trained in an interleaved manner for the two tasks. A smaller ratio signifies more savings.

Network 5 Patterns Same 10 Patterns Same

BP 1.269 (± 0.0242) 0.841 (± 0.0425)
Context = 1.0 0.196 (± 0.0606) 0.144 (± 0.0457)
Context = 0.35 0.147 (± 0.0350) 0.108 (± 0.0168)
Interleaved 0.000 (± 0.0000) 0.000 (± 0.0000)