Author

Alison Walker

University of California, Berkeley

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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Neuroscience· 3

Signature Assays, Organisms & Methods

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Assay:imaging· 3 Research Focus:cell-cell communication· 2 Approach:experimental assay· 2 Organism:rat· 2 Research Focus:benchmarking· 1 Approach:deep learning· 1

Frequent Co-Authors

Evan W. MilleriD· 3 shared Benjamin K. RaliskiiD· 2 shared Kate Sanders· 2 shared Kaveh KarbasiiD· 2 shared Patrick ZhangiD· 2 shared Brice Wang· 1 shared Dat Vinh Nguyen· 1 shared Ethan Crouse· 1 shared

Activity by Year

2021-2024 · peak 2/yr

Co-Author Collaboration Network

10 top collaborators · 25 mutual co-author links

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3 shared papersNeuroscience

Evan W. MillerORCID

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3 papers

Recent·Most cited

Robust self-supervised denoising of voltage imaging data using CellMincer

Brice Wang, Tianle Ma, Theresa Chen, Trinh Nguyen, Ethan Crouse, Stephen J. Fleming, Alison Walker, Vera Valakh, Ralda Nehme, Evan W. Miller, Samouil L. Farhi, Mehrtash Babadi

CellMincer is a self-supervised deep learning method for denoising voltage imaging data, achieving significant noise reduction and improved functional phenotype separation.

npj Imaging · Dec 4, 2024Peer-reviewedNeuroscience

Optical spike detection and connectivity analysis with a far-red voltage-sensitive fluorophore reveals changes to network connectivity in development and disease

Alison Walker, Benjamin K. Raliski, Kaveh Karbasi, Patrick Zhang, Kate Sanders, Evan W. Miller

This paper introduces BeRST 1, a far-red voltage-sensitive fluorophore, and OSCA, a workflow for analyzing neuronal activity, showing changes in connectivity during development and disease.

Frontiers in Neuroscience · May 13, 2021Peer-reviewedNeuroscience

Imaging voltage in complete neuronal networks within patterned microislands reveals preferential wiring of excitatory hippocampal neurons

Alison Walker, Benjamin K. Raliski, Dat Vinh Nguyen, Patrick Zhang, Kate Sanders, Kaveh Karbasi, Evan W. Miller

The paper uses patterned microislands and voltage imaging to map functional connections in rat hippocampal neuronal networks, revealing preferential connectivity between specific cell types.

Frontiers in Neuroscience · May 13, 2021Peer-reviewedNeuroscience