Optimizing Source Selection in Social Sensing in the Presence of Influence Graphs

Author(s):  
Huajie Shao ◽  
Shiguang Wang ◽  
Shen Li ◽  
Shuochao Yao ◽  
Yiran Zhao ◽  
...  
Author(s):  
Md Yusuf S Uddin ◽  
Md Tanvir Al Amin ◽  
Hieu Le ◽  
Tarek Abdelzaher ◽  
Boleslaw Szymanski ◽  
...  

2020 ◽  
Author(s):  
Sam Verschooren ◽  
Yoav Kessler ◽  
Tobias Egner

An influential view of working memory (WM) holds that its’ contents are controlled by a selective gating mechanism that allows for relevant perceptual information to enter WM when opened, but shields WM contents from interference when closed. In support of this idea, prior studies using the reference-back paradigm have established behavioral costs for opening and closing the gate between perception and WM. WM also frequently requires input from long-term memory (LTM), but it is currently unknown whether a similar gate controls the selection of LTM representations into WM, and how WM gating of perceptual vs. LTM sources of information relate to each other. To address these key theoretical questions, we devised a novel version of the reference-back paradigm, where participants switched between gating perceptual and LTM information into WM. We observed clear evidence for gate opening and closing costs in both cases. Moreover, the pattern of costs associated with gating and source-switching indicated that perceptual and LTM information is gated into WM via a single gate, and rely on a shared source-selection mechanism. These findings extend current models of WM gating to encompass LTM information, and outline a new functional WM architecture.


2021 ◽  
Vol 88 ◽  
pp. 101629
Author(s):  
Nengcheng Chen ◽  
Yan Zhang ◽  
Wenying Du ◽  
Yingbing Li ◽  
Min Chen ◽  
...  

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