Pretrained neural network models for biological segmentation can provide good out-of-the-box results for many image types. However, such models do not allow users to adapt the segmentation style to their specific needs and can perform suboptimally for te
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a379-nodes large-scale BNMs were constructed from person-specific white matter connectomes estimated with dwMRI tractography. In addition, a simplified network with only two nodes (but identical node dynamics) was used to create E/I-ratio tuning curves (Fig.4).bIn previous BNM studies long-rang...
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Looking for chemistry research topics? Check out our list of 200+ topic ideas divided into categories and learn how to choose the best one for your research paper.
It has been proven that the dropout method can improve the performance of neural networks onsupervised learningtasks in areas such asspeech recognition, document classification and computational biology. Deep learning neural networks A type of advancedML algorithm, known as anartificial neural network, ...
Phillip Compeau, an associate teaching professor at Carnegie Mellon University, who created theRosalindplatform andProgramming for Loverstutorial, for people interested in computational biology, agreed. When he's teaching students who are beginning to code, he encourages them to stay away from AI. But...
but may result in comparatively lower-quality data that often require significant computational processing to be useful. The specific trade-offs between active and passive 3D imaging methods, in terms of cost and fitness for a specific purpose, are discussed in this section. A comparison of active...
Testing the Effects of Synonymous Codon Usage on Co-Translational Protein Folding Using Novel Experimental and Computational Techniques. PhD thesis, Univ. Notre Dame (2019). Yu, C.-H. et al. Codon usage influences the local rate of translation elongation to regulate co-translational protein ...
Since living in cities is associated with an increased risk for mental disorders such as anxiety disorders, depression, and schizophrenia, it is essential to understand how exposure to urban and natural environments affects mental health and the brain. I