Search Results for author: Srijithesh Rajendran

Found 2 papers, 1 papers with code

Transparency in Sleep Staging: Deep Learning Method for EEG Sleep Stage Classification with Model Interpretability

no code implementations10 Sep 2023 Shivam Sharma, Suvadeep Maiti, S. Mythirayee, Srijithesh Rajendran, Raju Surampudi Bapi

A distinctive aspect of this study is the adaptation of GradCam for sleep staging, marking the first instance of an explainable DL model in this domain with alignment of its decision-making with sleep expert's insights.

Classification Decision Making +3

mulEEG: A Multi-View Representation Learning on EEG Signals

1 code implementation7 Apr 2022 Vamsi Kumar, Likith Reddy, Shivam Kumar Sharma, Kamalakar Dadi, Chiranjeevi Yarra, Bapi S. Raju, Srijithesh Rajendran

Our method attempts to effectively utilize the complementary information available in multiple views to learn better representations.

EEG Representation Learning +2

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