Full bibliography
A Design of Global Workspace Model with Attention: Simulations of Attentional Blink and Lag-1 Sparing
Resource type
Journal Article
Authors/contributors
- Huang, Wenjie (Author)
- Chella, Antonio (Author)
- Cangelosi, Angelo (Author)
Title
A Design of Global Workspace Model with Attention: Simulations of Attentional Blink and Lag-1 Sparing
Abstract
There are many developed theories and implemented artificial systems in the area of machine consciousness, while none has achieved that. For a possible approach, we are interested in implementing a system by integrating different theories. Along this way, this paper proposes a model based on the global workspace theory and attention mechanism, and providing a fundamental framework for our future work. To examine this model, two experiments are conducted. The first one demonstrates the agent’s ability to shift attention over multiple stimuli, which accounts for the dynamics of conscious content. Another experiment of simulations of attentional blink and lag-1 sparing, which are two well-studied effects in psychology and neuroscience of attention and consciousness, aims to justify the agent’s compatibility with human brains. In summary, the main contributions of this paper are (1) Adaptation of the global workspace framework by separated workspace nodes, reducing unnecessary computation but retaining the potential of global availability; (2) Embedding attention mechanism into the global workspace framework as the competition mechanism for the consciousness access; (3) Proposing a synchronization mechanism in the global workspace for supporting lag-1 sparing effect, retaining the attentional blink effect.
Publication
Journal of Artificial Intelligence and Consciousness
Volume
09
Issue
01
Pages
29-57
Date
03/2022
Journal Abbr
J. AI. Consci.
Language
en
ISSN
2705-0785, 2705-0793
Short Title
A Design of Global Workspace Model with Attention
Accessed
3/7/25, 8:02 AM
Library Catalog
DOI.org (Crossref)
Citation
Huang, W., Chella, A., & Cangelosi, A. (2022). A Design of Global Workspace Model with Attention: Simulations of Attentional Blink and Lag-1 Sparing. Journal of Artificial Intelligence and Consciousness, 09(01), 29–57. https://doi.org/10.1142/S2705078521500211
Link to this record