A biologically inspired 'planarian' architecture that swaps StemBlock weights between two parallel ResNets slightly reduces image classification error versus an ensemble, but only the CIFAR-10 gain reaches statistical significance.
Krizhevsky, Learning Multiple Layers of Features from Tiny Images , 2009, pp
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Planarian Neural Networks: Evolutionary Patterns from Basic Bilateria Shaping Modern Artificial Neural Network Architectures
A biologically inspired 'planarian' architecture that swaps StemBlock weights between two parallel ResNets slightly reduces image classification error versus an ensemble, but only the CIFAR-10 gain reaches statistical significance.