Technical Name | Prediction of protein function from sequence using a convolutional neural network | ||
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Project Operator | National Cheng Kung University | ||
Project Host | 吳馬丁 | ||
Summary | "A major problem when applying Deep Learning is selection of the architecture of the convolutional neural network (CNN). We will show how we use our firefly algorithm with a novel natural enemy strategy to optimize the architecture of a CNN. In other words, how to use a soft computing method to solve the architecture optimization problem with multiple local optima faced when training CNNs without |
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Scientific Breakthrough | - |
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Industrial Applicability | - |
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Keyword | __ |