no code implementations • 11 Oct 2021 • Mousumi Roy, Abhishek Senapati, Swarup Poria, Arindam Mishra, Chittaranjan Hens
In this study, we use a reservoir computing based echo state network (ESN) to predict the collective burst synchronization of neurons.
no code implementations • 24 Jun 2018 • Mousumi Roy, Fusheng Wang, George Teodoro, Jose Velazqeuz Vega, Daniel Brat, Jun Kong
Cellular phenotypic features derived from histopathology images are the basis of pathologic diagnosis and are thought to be related to underlying molecular profiles.
no code implementations • 24 Jun 2018 • Mousumi Roy, Fusheng Wang, George Teodoro, Miriam B Vos, Alton Brad Farris, Jun Kong
We validate our method with isolated and overlapped steatosis regions in liver tissue images of 11 patients.