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. 2019 Oct 4;19(19):4307. doi: 10.3390/s19194307

Figure 2.

Figure 2

A graphical illustration of a filter-wise group sparsity regularization. Notably, zeroing out a filter in the l-th layer results in a dummy zero output feature map, which in turn makes a corresponding channel in the (l + 1)-th layer useless.