NEJun 10, 2014
Conceptors: an easy introduction
arXiv:1406.2671v120 citations
AI Analysis
This provides a foundational approach for cognitive modeling and AI, potentially impacting all of ML/AI.
The paper introduces Conceptors as a neuro-computational mechanism that addresses various cognitive tasks, achieving unprecedented ease, robustness, and accuracy, with some tasks previously unsolvable.
Conceptors provide an elementary neuro-computational mechanism which sheds a fresh and unifying light on a diversity of cognitive phenomena. A number of demanding learning and processing tasks can be solved with unprecedented ease, robustness and accuracy. Some of these tasks were impossible to solve before. This entirely informal paper introduces the basic principles of conceptors and highlights some of their usages.