DNA can determine where and when genes are expressed, but the full set of sequence determinants that control gene expression is unknown. Here, we measured the transcriptional activity of DNA sequences that represent an ~100 times larger sequence space th
Methods, systems, and apparatus for performing speech recognition. In some implementations, acoustic data representing an utterance is obtained. The acoustic data corresponds to tim
The RF classifier learns important sequence features that characterize functional enhancers (ERα-bound eRNAs) mediating the ERα transcriptional response. However, it does not directly address mechanistic questions regarding the system: an ensemble of decision trees voting to predict the class label (tr...
We found that the cellular gene regulatory system is relatively complex, consisting of several distinct kinds of elements. Motif grammar is relatively strong at the level of heterodimers but weaker at the level of spacing and orientation of specific TF motif combinations. In transcriptionally active ...
A data management system and a method for managing copies of a shared data file maintained on a plurality of computer systems that are connectable via a mobile communications network. The method compr
1. A system for generating telex signaling sequences in each termination line in a group of customer terminations comprising: (a) a multi-line high-speed line controller, for transmitting to and receiving from each customer termination in the group, data signals indicative of the signaling level...
We completed a reverse analysis of the EtherCAT messages from an industrial robot system. By comparing the experiment results with the protocol description document, we validated the effectiveness of the method. Keywords: protocol reverse engineering; sequence alignment; Pearson correlation coefficient; ...
The Hermite transform uses functions that are derivatives of Gaussians, which have wide applications in the field of computer vision and are a bio-inspired model of the human vision system. In this work, the Hermite transform serves as a theoretical framework to carry out the estimation of ...
The section adds the particulars about the data acquisition setup that is shown in Figure 1, feature extraction process, employed ML techniques and DL architectures, the conceived validation workflows, and the statistics approaches for the performance comparisons. The overall flow diagram of the experim...