Author

Michael J Meaney

Douglas Mental Health University Institute

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· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Research Focus:software / tool· 1

Frequent Co-Authors

Ai Peng TaniD· 1 shared Alzheimer’s Disease Neuroimaging Initiative· 1 shared Avram J. HolmesiD· 1 shared B.T. Thomas YeoiD· 1 shared Bart LarseniD· 1 shared Carrisa V. CocuzzaiD· 1 shared Christopher Chen· 1 shared Fang JiiD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperNeuroscience

Ai Peng TanORCID

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Author profile →

1 paper

Recent·Most cited

Optimizing Biophysical Large-Scale Brain Circuit Models With Deep Neural Networks

Tianchu Zeng, Tian Fang, Shaoshi Zhang, Xin Li, Ai Peng Tan, Bart Larsen, Sina Mansour L., Fang Ji, Joanna Su Xian Chong, Kwong Hsia Yap, Christopher Chen, Nicolai Franzmeier, Sebastian N. Roemer-Cassiano, Sidhant Chopra, Carrisa V. Cocuzza, , B.T. Thomas Yeo

This paper introduces DELSSOME, a deep learning framework that accelerates biophysical brain circuit model optimization, enabling faster parameter estimation and lifespan trajectory analysis of cortical E/I ratios.

bioRxiv · Apr 7, 2025 · PreprintNeuroscience