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. 2022 Aug 23;12:14396. doi: 10.1038/s41598-022-17934-1

Table 1.

Model hyperparameters and their values to enable bandwidth reduction in the in-pixel layer.

Hyperparameter Value
Kernel size of the convolutional layer (k) 5
Padding of the convolutional layer (p) 0
Stride of the convolutional layer (s) 5
Number of output channels of the convolutional layer (co) 8
Bit-precision of the P2M-enabled convolutional layer output (Nb) 8