Extended Data Fig. 6: Performance analysis of the multilayer neural network with artificial dendrites.
From: Power-efficient neural network with artificial dendrites
a, Power advantage as a function of the I-V nonlinearity (see definition in Supplementary Information S10) of the artificial dendrites with different ON/OFF ratios (while Vapplied is 5 V). b, Power advantage as a function of the I-V nonlinearity of the artificial dendrites with different applied voltages (while ON/OFF ratio is 10). c, Power advantage vs. I-V nonlinearity of the artificial dendrites (while Vapplied is 2 V and ON/OFF ratio is 100). The power advantage is defined as the ratio between the power consumption of the neural networks without and with artificial dendrites. d, Recognition accuracy vs. I-V nonlinearity of the artificial dendrites. The power consumption is calculated as the integral of the applied voltage and the output current of each soma at each time step.
