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Abstract: Stochastic optimization algorithms are widely used to solve large-scale machine learning problems. However, their theoretical analysis necessitates access to unbiased estimates of the true ...

Event-related fMRI was done on a 1.5T GE Signa (Waukesha, Wisconsin) scanner equipped with a three-axis local gradient head coil and an elliptical endcapped quadrature radiofrequency coil.

ResNet solves the problems of gradient disappearance and gradient explosion encountered when training deep neural networks by introducing residual connections. GRU is used to improve the vanishing ...

In recent years, lensfree on-chip microscopy has developed into a promising and powerful computational optical microscopy technique that allows for wide-field, high-throughput microscopic imaging ...