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- Wang et al., 2025 - The geometry and dimensionality of brain-wide activity
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Dimensionality (DPR ) across sampling methods in Euclidean Random Matrix (ERM). PR dimensionality result of ERM model, coordinate in funcitonal and anatomical space are multivariate Gaussian distribution, the CCA correlation between funcitonal and anatomical space are RCCA=0.4,0.6,0.8 in (A–C). Mean RSap DPR (circles), mean (squares), and individual ASap DPR , and FSap’s most correlated cluster DPR (triangles). Dashed and solid lines indicate RSap and uniform FSap theoretical predictions, respectively. ERM parameter:μ=0.6 , d=2 , functional coordinates follow a multivariate normal distribution with variance σ2x1=2,σ2x2=1 , anatomical coordinates follow a multivariate normal distribution with variance σ2y1=1,σ2y2=1,σ2y3=1 . |