Activation functionArtificial neural networkGlobal horizontal irradianceNetwork typesPredictionNovel combinations of activation functions and network types enhance GHI prediction accuracy.ANN models boost GHI prediction accuracy by80%,outperforming conventional methods.The study examines GHI predictions in three ...
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Given the versatility of GET across diverse platforms and measurements, we examined its capacity for zero-shot prediction of expression-driving regulatory elements in unseen cell types. Lentivirus-based massively parallel reporter assay (lentiMPRA) provides a robust mechanism to test the regulatory activi...
et al. Single-cell transcriptomics of human T cells reveals tissue and activation signatures in health and disease. Nat. Commun. 10, 4706 (2019). Article PubMed PubMed Central Google Scholar Kaminski, D. A., Wei, C., Qian, Y., Rosenberg, A. F. & Sanz, I. Advances in human B ...
总结 4. 深层网络中的前向传播(Forward propagation in a Deep Network) 向量化实现过程可以写成: 注:这里只能用一个显示for循环,l 从 1 到 L,然后一层接着一层去计算。 如何减少bug 4.1 核对矩阵的维数(Getting 与ANN的第一次约会:神经网络的连接方式和结构 连接神经网络中,每个单元只与相邻层上的部分...
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In spite of recent progress, there are still knowledge gaps on how the different lung cell types function during regeneration and whether there are any unknown cell types. In this study, we used scRNA-seq to analyze the consequences of epithelial cell type-specific depletion through inducible expr...
We conclude that DCX identifies a range of morphological cell types in temporal lobe epilepsy, including immature populations, glial and microglial cell types. Their clinical relevance and biological function requires further study but we show some evidence for alteration with age and in epilepsy. ...
The protein is highly distributed in the central nervous system (CNS), mainly expressed by neurons but also by glia (Zhang et al., 2016). Recently, ⍺Syn was found to be critical to the development and function of hematopoietic cells (Ling et al., 2022; Shameli et al., 2016) and ...
In spite of recent progress, there are still knowledge gaps on how the different lung cell types function during regeneration and whether there are any unknown cell types. In this study, we used scRNA-seq to analyze the consequences of epithelial cell type-specific depletion through inducible expr...