Author

Aishwarya Swamy

National Institute of Mental Health and Neurosciences

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

Biology Disciplines

Click to filter author papers

Neuroscience· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

Research Focus:benchmarking· 1 Assay:electronic health records· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Arun SasidharaniD· 1 shared Rahul VenugopaliD· 1 shared Sruthi Susan Kuriakose· 1 shared

Activity by Year

2022-2022 · peak 1/yr

Co-Author Collaboration Network

3 top collaborators · 3 mutual co-author links

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

1 shared paperNeuroscience

Arun SasidharanORCID

Mutual co-authors in cluster

Author profile →

1 paper

Recent·Most cited

Simple Neurofeedback via Machine Learning: Challenges in real time multivariate assessment of meditation state

Sruthi Susan Kuriakose, Aishwarya Swamy, Rahul Venugopal, Arun Sasidharan

This paper develops a lightweight autoencoder model for real-time meditation state assessment using EEG data, showing that multivariate EEG features have substantial overlap and temporal dynamics not captured by simple one-class algorithms.

bioRxiv · Sep 27, 2022 · PreprintNeuroscience