SARDNET: A Self-Organizing Feature Map for Sequences

By Daniel L. James, Risto Miikkulainen. 1994

Subfields: Model Architectures

How researchers see this paper

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

In Model Architectures

1. Mirella Lapata
2. Jacob Andreas
3. Jonathan May
4. Ari Holtzman
5. Yonatan Bisk
6. Yoshua Bengio
7. Joseph P. Turian
8. Angeliki Lazaridou

Citations in the corpus

• Experience Grounds Language (2020, background): “The question of where meaning resides in “connectionist” systems like Deep Neural Networks is an old one (Pollack, 1987; James and Miikkulainen, 1995).”
• A Multimodal Connectionist Architecture for Unsupervised Grounding of Spatial Language (2014, unknown): “, done in [16]).”
• Strong systematicity through sensorimotor conceptual grounding: an unsupervised, developmental approach to connectionist sentence processing (2012, result): “This decay profile is similar to other leaky-integrator activation extensions of the SOM, including SARDNET (James and Miikkulainen 1995).”