Sreekrishna Ramakrishnapillai

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 4

Top Topics

Convolutional Neural Networks

Granger Causality

Probabilistic Networks

Top Venues

Publications

Kai-Cheng Chuang, Sreekrishna Ramakrishnapillai, Krystal Kirby, Arend W. A. Van Gemmert, Lydia Bazzano, Owen T. Carmichael
Joint Estimation of Neural Events and Hemodynamic Response Functions from Task fMRI via Convolutional Neural Networks. MLCN@MICCAI (2023)
Kai-Cheng Chuang, Sreekrishna Ramakrishnapillai, Lydia Bazzano, Owen T. Carmichael
Nonlinear Conditional Time-Varying Granger Causality of Task fMRI via Deep Stacking Networks and Adaptive Convolutional Kernels. MICCAI (1) (2022)
Kai-Cheng Chuang, Sreekrishna Ramakrishnapillai, Lydia Bazzano, Owen T. Carmichael
Deep Stacking Networks for Conditional Nonlinear Granger Causal Modeling of fMRI Data. MLCN@MICCAI (2021)
Sreekrishna Ramakrishnapillai, Harris R. Lieberman, Jennifer C. Rood, Stefan M. Pasiakos, Kori Murray, Preetham Shankapal, Owen T. Carmichael
Constrained Learning of Task-Related and Spatially-Coherent Dictionaries from Task fMRI Data. MLCN@MICCAI (2021)