Sign in to download full-size image Fig. 1.Proposition of frameworks comprising the “neuropsychological” approach (A) and “psychophysiological” approach (B). IV: Independent Variable. DV: Dependent Variable. NP: Neuropsychological. PP: Psychophysiological. 1: first-order variable. 2: second-orde...
Perception-to-Image: Reconstructing Natural Images from the Brain Activity of Visual PerceptionVisual decodingReconstructionSC-GANDeep learningThe reappearance of human visual perception is a challenging topic in the field of brain decoding. Due to the complexity of visual stimuli and the constraints of...
In human adults, the asymmetry of the mouth when speaking also influences the McGurk effect, in which the perception of spoken syllables depends on movements of the mouth as much as on the actual sounds emitted (McGurk and MacDonald, 1976). This effect depends on movements of the right side...
Observational studies have reported the correlations between brain imaging-derived phenotypes (IDPs) and psychiatric disorders; however, whether the relationships are causal is uncertain. We conducted bidirectional two-sample Mendelian randomization (MR)
基于ImageNet 的迁移学习 Transfer learning is utilized to improve network performance on small datasets. Deep neural networks are first pretrained on the large-scale natural image dataset ImageNet. Then the fully connected layer is replaced to meet the class number of the target task, and the pret...
Full size image Without loss of generality, the resulting supra-adjacency matrixAis given by the intra-layer adjacency matrices on the main diagonal: $${\mathscr{A}}=\{{A}^{[\delta ]},{A}^{[\theta ]},{A}^{[{\alpha }_{1}]},{A}^{[{\alpha }_{2}]},{A}^{[{\beta }_{...
Examples for Image Classification cd./examples/Perception_and_Learning/img_cls/bp python main.py --model cifar_convnet --dataset cifar10 --node-type LIFNode --step 8 --device 0 Examples for Event Classification cd./examples/Perception_and_Learning/img_cls/bp python main.py --model dvs_conv...
HBP researchers including teams from Italy, Germany and the UK have developed novel, high-resolution methods to image the brain in exceptional detail. 来自意大利、德国和英国的HBP研究人员已经开发出新颖的高分辨率方法来对大脑进行exceptional detail成像。
Radiomics relies on the extraction of a wide variety of quantitative image-based features to provide decision support. Magnetic resonance imaging (MRI) contributes to the personalization of patient care but suffers from being highly dependent on acquisit
Full size image Normative factors modulated subgraph expression We investigated how CPP, RU, reward, and residual updating influenced the temporal expression of each subgraph. We identified a particularly strong relationship between the normative factors (CPP, RU, and the residuals that reflected the pa...