998 citations · 1.6k across the 16 of their papers we have counts for
7 papers · 1 filter
Global Brain Dynamics During Social Exclusion Predict Subsequent Behavioral Conformity
Nick Wasylyshyn, Brett Hemenway, Javier O. Garcia +6
Individuals react differently to social experiences; for example, people who are more sensitive to negative social experiences, such as being excluded, may be more likely to adapt…
Individual Differences in Learning Social and Non-Social Network Structures
Steven H. Tompson, Ari E. Kahn, Emily B. Falk +2
Learning about complex associations between pieces of information enables individuals to quickly adjust their expectations and develop mental models. Yet, the degree to which human…
Network constraints on learnability of probabilistic motor sequences
Ari E. Kahn, Elisabeth A. Karuza, Jean M. Vettel +1
Human learners are adept at grasping the complex relationships underlying incoming sequential input. In the present work, we formalize complex relationships as graph structures der…
Parsing spatiotemporal dynamical stability in ECoG during seizure onset, propagation, and termination
Arian Ashourvan, Sérgio Pequito, Ankit N. Khambhati +7
Understanding brain dynamics in epilepsy is critical for establishing rigorous control objectives that enable new therapeutic methods to mitigate seizure occurrence. In multichanne…
Multi-scale detection of hierarchical community architecture in structural and functional brain networks
Arian Ashourvan, Qawi K. Telesford, Timothy Verstynen +2
Community detection algorithms have been widely used to study the organization of complex systems like the brain. A principal appeal of these techniques is their ability to identif…
Topological Principles of Control in Dynamical Network Systems
Jason Kim, Jonathan M. Soffer, Ari E. Kahn +3
Networked systems display complex patterns of interactions between a large number of components. In physical networks, these interactions often occur along structural connections t…
Riemannian-geometry-based modeling and clustering of network-wide non-stationary time series: The brain-network case
Konstantinos Slavakis, Shiva Salsabilian, David S. Wack +5
This paper advocates Riemannian multi-manifold modeling in the context of network-wide non-stationary time-series analysis. Time-series data, collected sequentially over time and a…