http://lisplab.host.dartmouth.edu/tag/graph-neural-network/ Graph Neural Network Wowchemy (https://wowchemy.com)en-usWed, 03 Aug 2022 22:23:19 -0500 http://lisplab.host.dartmouth.edu/media/sharing.png http://lisplab.host.dartmouth.edu/tag/graph-neural-network/ http://lisplab.host.dartmouth.edu/project/information-propagation-in-multilayer-networks/ Wed, 03 Aug 2022 22:22:59 -0500 http://lisplab.host.dartmouth.edu/project/information-propagation-in-multilayer-networks/ <p>With the emergence of social media, information and influence propagation in online networks has become an active field of research over the last decade. Individuals often participate in multiple social networks which leads to information spreading faster and the propagation becoming more complex. We would like to understand the pattern of such propagation in multilayer networks using game theoretic tools.</p> http://lisplab.host.dartmouth.edu/project/information-propagation-through-graph-neural-networks-and-relation-to-the-brain/ Wed, 03 Aug 2022 22:23:19 -0500 http://lisplab.host.dartmouth.edu/project/information-propagation-through-graph-neural-networks-and-relation-to-the-brain/ <p>A popular theory of intelligence argues that intelligence arises from the connections between primitive computing units rather than the computing units themselves. Interestingly, neurons in the brain form topological structures for processing different types of information. We are exploring the relationship between graph topology and model performance using Graph Neural Networks, and comparing our findings to known phenomena in the brain.</p>