Author

J. K. Lappalainen

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Neuroscience· 1

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Approach:deep learning· 1 Organism:Drosophila· 1 Assay:spatial transcriptomics· 1 Research Focus:trajectory inference· 1

Frequent Co-Authors

A. Nern· 1 shared E. Gruntman· 1 shared F. D. Tschopp· 1 shared J. H. Macke· 1 shared K. Shinomiya· 1 shared M. McGill· 1 shared S. C. Turaga· 1 shared S. Prakhya· 1 shared

Activity by Year

2023-2023 · peak 1/yr

Co-Author Collaboration Network

9 top collaborators · 36 mutual co-author links

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1 shared paperNeuroscience

A. Nern

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1 paper

Recent·Most cited

Connectome-constrained deep mechanistic networks predict neural responses across the fly visual system at single-neuron resolution

J. K. Lappalainen, F. D. Tschopp, S. Prakhya, M. McGill, A. Nern, K. Shinomiya, S.-y. Takemura, E. Gruntman, J. H. Macke, S. C. Turaga

The paper predicts neural responses in the fly visual system using a connectome-constrained deep mechanistic model, showing agreement with experimental data across 24 studies.

bioRxiv · Mar 11, 2023 · PreprintNeuroscience