Plastic hyper-dimensional memory
US10572795B1 · kind B1 · utility
Assignee
Inventors
Key dates
| Filing date | May 16, 2016 |
| Grant date | Feb 25, 2020 |
| Priority date | — |
| Expiry date | Dec 27, 2038 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06N3/09
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
Described is a plastic hyper-dimensional memory system having neuronal layers. The system includes an input layer for receiving an input and an address matrix for generating a working pre-image vector from the input. A hidden layer is included for transforming the working pre-image vector into a working vector. A data matrix transforms the working vector into a data pre-image vector. Further, the hidden layer performs neurogenesis when a novel input is detected based on the working pre-image vector, where the neurogenesis comprises adding or deleting address units. Novelty detection includes using a set of reinforcement units. Finally, an output layer generates a data vector based on the data pre-image vector.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.