Search Results for author: Mousumi Roy

Found 3 papers, 0 papers with code

Role of assortativity in predicting burst synchronization using echo state network

no code implementations11 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.

Time Series Time Series Analysis

Analysis of Cellular Feature Differences of Astrocytomas with Distinct Mutational Profiles Using Digitized Histopathology Images

no code implementations24 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.

Clustering Dimensionality Reduction

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