Attention module improves both performance and interpretability of 4D fMRI decoding neural network

no code implementations • 3 Oct 2021 • Zhoufan Jiang, Yanming Wang, Chenwei Shi, Yueyang Wu, Rongjie Hu, Shishuo Chen, Sheng Hu, Xiaoxiao Wang, Bensheng Qiu

Finally, the model was retrained to regress individual traits within the HCP and to classify viewing images from the BOLD5000 dataset, respectively.

Open-Ended Question Answering Transfer Learning

Pareto Optimality, Functional Dependence and Collective Agency

no code implementations • 19 Apr 2021 • Chenwei Shi, Yiyang Wang

This paper approaches the problem of understanding collective agency from a logical and game-theoretical perspective.

Argument-based Belief in Topological Structures

no code implementations • 27 Jul 2017 • Chenwei Shi, Sonja Smets, Fernando R. Velázquez-Quesada

In our combined setting, we use a topological semantics to represent the structure of an agent's collection of evidence, and we use argumentation theory to single out the relevant sets of evidence through which a notion of beliefs grounded on arguments is defined.

Abstract Argumentation