Workflow from Scientific Research

Open access visualization of Workflow, Flowchart, Illustration, Neural Network, RBD Expression
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Architecture of the neural network used to predict RBD expression. The input is an expression matrix, which is the element-wise product (multiplication of entries at the same positions) of the one-hot encoded sequence (each residue is represented as a 20D vector with entries of 1 for the matching amino acid and 0 for other amino acids) and the matrix of single-mutation expression changes. This is processed through a convolutional neural network to produce the predicted change in expression as an output.

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