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Yoshua Bengio Team’s Large-Scale Analysis Reveals the Benefits of Modularity and Sparsity for DNNs

Deep neural networks (DNNs) have drawn much inspiration from the human cognitive process, evidenced recently in their incorporation of modular structures and attention mechanisms. By representing knowledge in a modular manner and selecting relevant information via attention mechanisms, DNN models can develop meaningful…

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