However, the final embedding table of Word2vec is stationary, regardless of the upstream and downstream context information of the given word, which may lead to errors regarding the true meaning of the word in
By removing those proteins which are known to be hypothetical (PE = 4) or are of unknown existence (PE = 5), ProtBFN is restricted to model the distribution of proteins that are very likely to exist, meaning that greater confidence can be placed in the sequences it generates. ...
A singleton sequence is the sequence that passes the filtering criterion but its corresponding sequence in the paired file does not. Iftrue, singleton sequences are saved in a separate file with the suffix'_singleton'. The default isfalse, meaning that, only sequences that pass the filtering ...
An overview of multiple sequence alignments and cloud computing in bioinformatics. Daugelaite J,O’’Driscoll A,Sleator R D. ISRN Biomathematics . 2013J. Daugelaite, A. O' Driscoll and R. D. Sleator. An overview of multiple sequence align- ments and cloud computing in bioinformatics. ISRN ...
This subsection and the next consider the size of the SequenceNum and AdvertisedWindow fields and the implications of their sizes on TCP's correctness and performance. TCP's SequenceNum field is 32 bits long, and its AdvertisedWindow field is 16 bits long, meaning that TCP has easily satisfied...
So because of this problem, the basic RNN model has many local influences, meaning that the output y^<3> is mainly influenced by values close to y^<3>. And a value here is mainly influenced by inputs that are somewhere close. And it's difficult for the output here to be strongly ...
Boolean connectives have their usual meaning and permit the combination of multiple assertions which refer to any individual scene of the sequence. The temporal-until operator permits to define temporal ordering relationships between the scenes in which different assertions hold. Specifically, temporal ...
(Fig.1c). We take this approximation as the ground truth and search for optimal sequences\(x{\prime}\)to minimize the distance to target\({\tilde{Z}}_{t}\), meaning designing a sequence that self-assembles into a precisely defined structure. We do not validate the end-to-endf(x)...
Although xij can take non-negative integer values, it is common to “binarize” the accessibility data (e.g., [19, 74, 133,134,135]), meaning that xij=1 when at least one read in cell i maps to region j and xij=0 otherwise. For this reason, one might prefer to model the ...
The physical layer does not care about the meaning of the data. It simply converts the data into bits and places it on the transmission media. Sign in to download full-size image Figure 1.3. The OSI Reference Model's Seven Layers NOTE The data that comes from an upper layer to a ...