To apply Tangram, we collected 160,000 snRNA-seq profiles using droplet-based RNA-seq (10Xv3, see for example ref.29), as part of the BRAIN Initiative Cell Census Network (BICCN), from the primary motor area (MOp) of healthy adult mouse brain. Each profile contains the expression of ab...
we assumed that task-specific effects could impact the intercepts and residual variances of the trained task, so these parameters were initially not constrained. We then examined whether strict or strong measurement invariance would also apply to the trained task, both over the entire training period...
Under a Creative Commons license Open accessHighlights Abstract For micro-tourism firms, customers are a readily-accessible and highly important knowledge source that often remains unutilised. This study explores firm–customer encounters along the customer journey as learning opportunities. Based on data ...
Under a Creative Commons license Open accessHighlights Abstract Improving efficiency with the use of rainfall is one of the effective ways to conserve water in agriculture. At present, weather forecasting can be used to potentially conserve irrigation water, but the risks of unnecessary irrigation and...
In this study, we propose iDNA-ABF, a multi-scale deep biological language learning model that enables the interpretable prediction of DNA methylations based on genomic sequences only. Benchmarking comparisons show that our iDNA-ABF outperforms state-of-
(e.g. Transformer, iTransformer, Informer etc.) are not originally proposed as algorithms for POTS data in their papers, and they cannot directly accept time series with missing values as input, let alone imputation.To make them applicable to POTS data, we specifically apply the embedding ...
Although using a particular example of an OLP has the benefit of bringing up more concrete thoughts during the focus group sessions, it also raises the question to what extent the design principles will apply to other higher education settings, such as fully remote, online universities, or ...
The pedagogy of simulation aims to create a safe environment for reflection and learning, enabling the students to apply already acquired skills, knowledge, and values in a clinical setting. Simulation has traditionally been an arena where the student is able to combine technical skills and non-tec...
To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/. Reprints and permissions About this article Cite this article Dabelow, L., Ueda, M. Three learning stages and accuracy–efficiency tradeoff of restricted Boltzmann machines. Nat Commun 13, 5474 (2022). https...
When apply LSTM algorithm and technical analysis indicators to forecast price trends on the Vietnamese stock market. In this section, authors will present the results of the data after performing the analysis according to the research process and method, as well as make comments and discuss the ...