Large Scale Kalman Filtering Solutions to the Electrophysiological Source Localization Problem- A MEG Case Study. - Christopher J. Long; Patrick L. Purdon; Simona Temereanca; Neil U. Desai; Matti S. Hämäläinen; Emery N. Brown (EMBC, 2006)

A dynamic solution to the ill-conditioned magnetoencephalography (MEG) source localization problem. - Christopher J. Long; Neil U. Desai; Matti S. Hämäläinen; Simona Temereanca; Patrick L. Purdon; Emery N. Brown (ISBI, 2006)

A non-invasive method to relate the timing of neural activity to white matter microstructural integrity. - Steven M. Stufflebeam; Thomas Witzel; Szymon Mikulski; Matti S. Hämäläinen; Simona Temereanca; Jason J. S. Barton; David S. Tuch; Dara S. Manoach (NeuroImage, 2008)

A spatiotemporal dynamic distributed solution to the MEG inverse problem. - Camilo Lamus; Matti S. Hämäläinen; Simona Temereanca; Emery N. Brown; Patrick L. Purdon (NeuroImage, 2012)

Algorithms for the analysis of ensemble neural spiking activity using simultaneous-event multivariate point-process models. - Demba E. Ba; Simona Temereanca; Emery N. Brown (Frontiers Comput. Neurosci., 2014)

Deep Exponential-Family Auto-Encoders. - Bahareh Tolooshams; Andrew H. Song; Simona Temereanca; Demba E. Ba (CoRR, 2019)

Convolutional dictionary learning based auto-encoders for natural exponential-family distributions. - Bahareh Tolooshams; Andrew H. Song; Simona Temereanca; Demba E. Ba (ICML, 2020)