Name
Title | ||
|---|---|---|
DSO Cognitive Architecture: Implementation and Validation of the Global Workspace Enhancement. |
Abstract | ||
|---|---|---|
An enhanced DSO Cognitive Architecture design was recently introduced to augment its cognitive functions by incorporating the Global Workspace Theory. A computational implementation of this new design is described in detail in this paper. The implementation is built as a distributed system with parallel pipelines of specialised processes, executing asynchronously. Competition initiated by these processes, and facilitated by the attention mechanism and global broadcast mechanism, leads to pipelines being dynamically created and allows disconnected pipelines to influence the processing of others. To validate the implementation, it was applied to a traffic control problem and experimental results showed increase in performance gain using the enhanced cognitive architecture. |
Year | Venue | Field |
|---|---|---|
2018 | AGI | Broadcasting,Pipeline transport,Computer science,Workspace,Artificial intelligence,Adaptive traffic control,Cognition,Cognitive architecture,Global Workspace Theory,Distributed computing |
DocType | Citations | PageRank |
Conference | 0 | 0.34 |
References | Authors | |
2 | 3 | |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Khin Hua Ng | 1 | 16 | 2.63 |
| Zhiyuan Du | 2 | 0 | 0.34 |
| Gee Wah Ng | 3 | 196 | 22.63 |