Figure 7 | Scientific Reports

Figure 7

From: Memristive GAN in Analog

Figure 7

Output of the Generator (af): (a) ideal vs circuit output after ReLU, (b) after hyperbolic tangent in the last layer. Variability analysis of memristive devices: (c,d) effect on ReLU and hyperbolic tangent output for 10% variability in memristive devices; (e,f) 20% variability. (gk) Errors caused by the variabilities in memristive weights in the Discriminator (CNN): (g,h) error in the output of the convolutional filter ((g) particular example of two separate filters, and (h) average of 10 random cases with 10 iterations), (i) error in the mean filter, (j) error in the dense layer input after, and (k) error in the output current in the dense layer.

Back to article page