To be restricted to concurrent learning is undesirable in
practical terms, making it very difficult to modify or extend
any given ANN application without completely retraining the
network (compared with a traditional rule based system
where information or rules can easily be added to or removed
from the system). It is also a highly implausible constraint
for ANN based cognitive models, where so much of human
learning is clearly sequential or incremental in nature.