A Preliminary Exploration into an Alternative CellLineNet: An Evolutionary Approach

26 Jul 2020Akwarandu Ugo NwachukuXavier Lewis-PalmerDarlington Ahiale Akogo

Within this paper, the exploration of an evolutionary approach to an alternative CellLineNet: a convolutional neural network adept at the classification of epithelial breast cancer cell lines, is presented. This evolutionary algorithm introduces control variables that guide the search of architectures in the search space of inverted residual blocks, bottleneck blocks, residual blocks and a basic 2x2 convolutional block... (read more)

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