Inductive Bias in Context-Free Language Learning

  title={Inductive Bias in Context-Free Language Learning},
  author={Brad Tonkes and Alan Blair and Janet Wiles},
Recurrent neural networks are capable of learning context-free tasks, however learning performance is unsatisfactory. We investigate the e ect of biasing learning towards nding a solution to a context-free prediction task. The rst series of simulations xes various sets of weights of the network to values found in a successful network, limiting the search space of the backpropagation through time learning algorithm. We nd that xing similar sets of weights can have very di erent e ects on… CONTINUE READING
14 Citations
7 References
Similar Papers

Similar Papers

Loading similar papers…