1. Holographic reduced representation in artificial intelligence and cognitive science
- Creator:
- Kvasnička, Vladimír
- Format:
- bez média and svazek
- Type:
- model:article and TEXT
- Subject:
- holographic, reduced representation, distributed representation, and convolution
- Language:
- English
- Description:
- Holographic reduced representation is based on a suitable distributive coding of structured information in conceptual vectors, whose elements satisfy normal distribution N(0,1/n). The existing applications of this approach concern various models of associative memory that exploit a simple algebraic operation of the scalar product of distributed representations to measure an overlap between two structured concepts. We have described here a method that uses this representation to model a similarity between different concepts and an inference process based on the rules modus ponens and modus tollens.
- Rights:
- http://creativecommons.org/publicdomain/mark/1.0/ and policy:public