NIPS Proceedingsβ

C. Lee Giles

11 Papers

  • Overfitting in Neural Nets: Backpropagation, Conjugate Gradient, and Early Stopping (2000)
  • Robust Learning of Chaotic Attractors (1999)
  • Representation and Induction of Finite State Machines using Time-Delay Neural Networks (1996)
  • Learning long-term dependencies is not as difficult with NARX networks (1995)
  • An experimental comparison of recurrent neural networks (1994)
  • Effects of Noise on Convergence and Generalization in Recurrent Networks (1994)
  • Learning with Product Units (1994)
  • Using Prior Knowledge in a NNPDA to Learn Context-Free Languages (1992)
  • Neural Network Routing for Random Multistage Interconnection Networks (1991)
  • Higher Order Recurrent Networks and Grammatical Inference (1989)
  • Encoding Geometric Invariances in Higher-Order Neural Networks (1987)

    • 1 Book

  • Advances in Neural Information Processing Systems 5 (1992)