JOURNALCommunications Biology · Nature Portfolio22 OCT 2026
Individualized morphometric-similarity deviations in autism linked to cortical hierarchy and microarchitecture
Makliya Mamat · Yiyong Chen · Lin Li
Normative modeling across 1,344 brains maps individualized ASD cortical deviations and links them to cortical gradients, transcriptomics and neurotransmitter-receptor density.
Individual Differences in Sustained Attention Tune Semantic Abstraction in Neural Encoding of Narratives
S. Gao · Y. C. Leong · M. D. Rosenberg
GPT-2 encoding models over audiobook fMRI show that sustained attention shifts neural representations toward compressed gist-level and predictive semantic formats.
Frequency-Resolved Connectivity Graphs for EEG-Based Classification of Alzheimer and Frontotemporal Dementia
M. Radwan · A. Yazidi · P. G. Lind
A compact graph model uses frequency-resolved EEG connectivity to distinguish Alzheimer disease and frontotemporal dementia while exposing electrode- and band-level saliency.
EEG-Captioner: Grounding EEG-to-Language Generation in Fundamental Signal Properties
Leyuan Jin · Jiahao Mei · Yixuan Yuan · Shimeng Li · Mengyue Wu · Yue Ding
Introduces 160,781 EEG segments with signal-grounded language annotations and tests whether EEG-to-language models preserve spectral, spatial and temporal facts.
Network geometry shapes the transformation of task representations across the human cortex
Lakshman N. C. Chakravarthula · Takuya Ito · Alexandros Tzalavras · Michael W. Cole
Shows how intrinsic connectivity dimensionality compresses or expands task representations, offering a systems-level principle for flexible biological and artificial computation.