Author

Partha Pratim Talukdar

Indian Institute of Science BangaloreORCID 0000-0001-8825-589XUnclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1 Neuroscience· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Research Focus:cell type annotation· 1 Research Focus:database / resource· 1 Approach:deep learning· 1 Approach:experimental assay· 1 Approach:graph neural network· 1 Organism:human· 1 Assay:imaging· 1

Frequent Co-Authors

Anirudh Dagar· 1 shared David A. BakeriD· 1 shared Erika J.C. Laing· 1 shared Ivan V. AnishchenkoiD· 1 shared Sharmistha JatiD· 1 shared Soumya Sanyal· 1 shared Tom M. MitchelliD· 1 shared

Activity by Year

2020-2020 · peak 2/yr

Co-Author Collaboration Network

7 top collaborators · 9 mutual co-author links

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1 shared paperBioinformatics

Anirudh Dagar

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2 papers

Recent·Most cited

NeurosciencebioRxivPreprintJun 22, 2020

Spatio-temporal Characteristics of Noun and Verb Processing during Sentence Comprehension in the Brain

Sharmistha Jat, Erika J.C. Laing, Partha Pratim Talukdar, Tom M. Mitchell

The paper investigates how neural representations of nouns and verbs change during sentence reading using MEG, finding varying influences and lasting decodability of word information.

DOI 10.1101/2020.06.22.163808

humanimaging

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BioinformaticsbioRxivPreprintApr 6, 2020

✦ In-depth digest

ProteinGCN: Protein model quality assessment using GraphConvolutional Networks

Soumya Sanyal, Ivan V. Anishchenko, Anirudh Dagar…·Partha Pratim Talukdar

Graph convolutions on atom graphs with distance, orientation and bond edge features predict per-residue and global lDDT of protein models, outperforming VoroMQA and retrained Ornate while using about 100k parameters.

51 citations

protein structuregraph neural network

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