Author

N. Nikhil Siddharth

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Bioengineering· 1

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Approach:deep learning· 1 Assay:electrophysiology· 1

Frequent Co-Authors

Dheemanth Chakravathi· 1 shared J. Gowthami· 1 shared N. Maheedhar Sai· 1 shared Sayan GhoshiD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

Co-Author Collaboration Network

4 top collaborators · 6 mutual co-author links

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1 shared paperBioengineering

Dheemanth Chakravathi

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1 paper

Recent·Most cited

Spatio Temporal Attentional EEGNet: An Enhanced Deep Learning Model for Cognitive Workload Detection

Sayan Ghosh, N. Nikhil Siddharth, J. Gowthami, Dheemanth Chakravathi, N. Maheedhar Sai

This paper introduces STA-EEGNet, a deep learning model for cognitive workload detection using EEG signals, showing improved accuracy and interpretable insights into neural dynamics.

bioRxiv · Sep 26, 2025 · PreprintBioengineering