Matthew F. Singh

Publication Activity (10 Years)

Years Active: 2015-2022
Publications (10 Years): 7

Top Topics

Preprocessing Steps

Cognitive Neuroscience

Top Venues

Annu. Rev. Control.

Publications

Matthew F. Singh, Anxu Wang, Michael W. Cole, ShiNung Ching, Todd S. Braver
Enhancing task fMRI preprocessing via individualized model-based filtering of intrinsic activity dynamics. NeuroImage 247 (2022)
Matthew F. Singh, Michael Wang, Michael W. Cole, ShiNung Ching
Efficient identification for modeling high-dimensional brain dynamics. ACC (2022)
Matthew F. Singh, Michael W. Cole, Todd S. Braver, ShiNung Ching
Developing control-theoretic objectives for large-scale brain dynamics and cognitive enhancement. Annu. Rev. Control. 54 (2022)
Matthew F. Singh, Chong Wang, Michael W. Cole, ShiNung Ching
Efficient state and parameter estimation for high-dimensional nonlinear system identification with application to MEG brain network modeling. CoRR (2021)
Matthew F. Singh, Todd S. Braver, Michael W. Cole, ShiNung Ching
Estimation and validation of individualized dynamic brain models with resting state fMRI. NeuroImage 221 (2020)
Matthew F. Singh, ShiNung Ching
Network Restructuring Control for Conic Invariance with Application to Neural Networks. CDC (2018)
Matthew F. Singh, David H. Zald
A simple transfer function for nonlinear dendritic integration. Frontiers Comput. Neurosci. 9 (2015)