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q-bio.NC2026
MEG-Mamba: A Scalable State-Space Foundation Model for Magnetoencephalography
Chetan Gohil, SungJun Cho, Oiwi Parker Jones +1
Magnetoencephalography (MEG) is an imaging technique that offers a non-invasive, millisecond-resolution view of human brain activity. The increasing availability of MEG data presen…
cs.LG2026
A Systematic Evaluation of Sample-Level Tokenization Strategies for MEG Foundation Models
SungJun Cho, Chetan Gohil, Rukuang Huang +2
Recent success in natural language processing has motivated growing interest in large-scale foundation models for neuroimaging data. Such models often require discretization of con…