Distributing structure over time

By John E. Hummel, Keith J. Holyoak. 1993

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

1. Sjoerd van Steenkiste
2. Klaus Greff
3. J. Urgen Schmidhuber
4. Yoshua Bengio
5. Sergey Levine
6. Anirudh Goyal
7. Quoc V. Le
8. Mohit Bansal

Citations in the corpus

• On the Binding Problem in Artificial Neural Networks (2020, background): “It suggests that fully-connected neural networks suffer from an “inherent tradeoff between distributed representations and systematic bindings among units of knowledge” (Hummel and Holyoak, 1993).”
• A symbolic-connectionist theory of relational inference and generalization. (2003, background): “Other researchers (e.g., Hummel & Biederman, 1992; Hummel & Holyoak, 1993, 1997; Hummel & Stankiewicz, 1996; Lisman & Idiart, 1995; Shastri & Ajjanagadde, 1993) have suggested similar explanations for the capacity limits of visual attention and working memory.”