q-bio.NC · 2026-10-05 · No. 134

Neurons and Cognition, 2026-10-05.

1 new papers in q-bio.NC. Titles, authors, abstracts. Links to arXiv. Want this in your inbox every morning? Subscribe →

01 — The papers

1 entries
  1. 01

    Contrastive Neural Embeddings Reveal Individual Traits Beyond Conversational Role

    Hubert Huang, Michelle McCleod, Brendan Ames, Evie Malaia

    q-bio.NC · cs.LG

    Contrastive representation learning is increasingly used to recover low-dimensional structure from neural recordings, but its output is typically validated by decoding accuracy rather than by the geometry of the manifold it produces. We apply CEBRA to EEG recorded from dyads in conversation, and analyze the resulting embedding, which training constrains to the 2D sphere. Labels describing the dyads, including the absolute difference between...

    arxiv.org/abs/2610.03410 · PDF

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