Author

Tousif Jamal

Netherlands Institute for Neuroscience

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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Bioinformatics· 1 Neuroscience· 1

Signature Assays, Organisms & Methods

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Approach:statistical model· 2 Research Focus:benchmarking· 1 Research Focus:clustering· 1 Research Focus:dimensionality reduction· 1 Research Focus:gene regulatory network inference· 1 Approach:machine learning (classical)· 1 Assay:multiome· 1 Organism:yeast· 1

Frequent Co-Authors

Tansu CelikeliD· 2 shared Aya Rezeika· 1 shared Chih-Chia Hsing· 1 shared Tido Bergmans· 1 shared

Activity by Year

2022-2026 · peak 1/yr

Co-Author Collaboration Network

4 top collaborators · 6 mutual co-author links

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2 shared papersNeuroscience

Tansu CelikelORCID

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2 papers

Recent·Most cited

Evolutionarily Optimized Network Topology as a Structural Prior for Data-Efficient Sparse Neural Classification

Tousif Jamal, Tansu Celikel

The paper tests if evolutionarily optimized network topologies can improve data efficiency in neural classifiers, finding that biologically derived sparse networks outperform synthetic alternatives with similar sparsity.

bioRxiv · Mar 13, 2026 · PreprintNeuroscience

NETSCOPE: Information-Theory Based Network Discovery and Analysis

Tido Bergmans, Tousif Jamal, Aya Rezeika, Chih-Chia Hsing, Tansu Celikel

NETSCOPE infers and analyzes biological networks using information-theoretic methods, validated on synthetic and real data across multiple domains.

bioRxiv · Apr 18, 2022 · PreprintBioinformatics