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Humans can extract high‐level spatial features from visual signals, but spatial representations in the brain are complex and remain unclear. The unsupervised capsule neural network (U‐CapsNet) is sensitive to the spatial location and relationship of the object, contains a special recurrent mechanism and uses a self‐supervised generation strategy to represent images, which is similar to the computational...
Parkinson's disease (PD) patients exhibit deficits in primary sensorimotor and higher‐order executive functions. The gradient reflects the functional spectrum in sensorimotor‐associated areas of the brain. We aimed to determine whether the gradient is disrupted in PD patients and how this disruption is associated with treatment outcome. Seventy‐six patients (mean age, 59.2 ± 12.4 years [standard deviation],...