In this project we will develop a framework for and demonstrate the feasibility of a neural signal processing system for informing cognitive models. Specifically, we will use single-trial analysis of EEG to inform a cognitive model of socio-cultural behavior. Our framework will include 1) a methodology for mapping characteristics of neural signals to cortical processes and cognitive modules, 2) a neural signal processing toolbox for detecting and characterizing EEG, 3) a methodology for informing cognitive models based on the relationship between neural signals, cortical processes and modules of canonical cognitive models, 4) a methodology for relating neural signals and cortical processing modules to high-level socio-cultural relevant cues and events (e.g. facial expressions and faux-pas) and 5) demonstration of the utility of neural signal informed cognitive models for socio-cultural situational awareness. Neuromatters and its academic collaborators, being pioneers in the field of EEG-informed cognitive modeling, and together with DoD partners at HRED/ARL, provide unique expertise which will result in completely new neuromorphic approaches for building robust cognitive models for training, war-gaming and socio-cultural interaction.
Keywords: Electroencephalography (Eeg), Neural Signal Processing, Cognitive Model, Single-Trial Analysis, Hscb, Socio-Cultural Situational Awareness, Cultural Faux-Pas
