Exploratory analysis and data modeling in functional neuroimaging
Exploratory analysis and data modeling in functional neuroimaging
Learning to Decode Cognitive States from Brain Images
Machine Learning
Autonomy Oriented Computing: From Problem Solving to Complex Systems Modeling (Multiagent Systems, Artificial Societies, and Simulated Organizations)
Precisiated natural language (PNL)
AI Magazine
Human Problem Solving
Agent-Enriched Data Mining: A Case Study in Brain Informatics
IEEE Intelligent Systems
Web intelligence meets brain informatics
WImBI'06 Proceedings of the 1st WICI international conference on Web intelligence meets brain informatics
WImBI'06 Proceedings of the 1st WICI international conference on Web intelligence meets brain informatics
Peculiarity oriented fMRI brain data analysis for studying human multi-perception mechanism
Cognitive Systems Research
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EEG (electroencephalograph) provides information about the electrical fluctuations between neurons that characterize brain activity, and measurements of brain activity at resolutions approaching real time. On the other hand, cognitive architectures such as ACT-R would explain how all the components of the mind work together to generate coherent human cognition. Thus EEG/ERP (event-related potential) and ACT-R will provide two aspects to explore the cognitive processes and their neural basis. In this paper, we present a case study by combining EEG/ERP and ACT-R for investigating human computation mechanism. In particular, we focus on two digits addition tasks with or without carry, and systematically perform a set of behavior and EEG experiments, as well as with the help of ACT-R simulation. Preliminary results show the usefulness of our approach.