Table 3 Training time per epoch for memristors with different time required for write cycles (10 ns, 100 ns and 1000 ns) and average power consumption per neural computation.
From: Memristive GAN in Analog
Update Configuration | Power (W) | Training time (s) | |||
|---|---|---|---|---|---|
max | min | 10 ns | 100 ns | 1000 ns | |
Parallel update of independent columns in layers and independent layers | 0.28 μ | 47.08 n | 0.47 | 4.71 | 47.10 |
Update of memristors in 4 cycles of independent layers in series (rows and columns) | 2.52 μ | 0.408 μ | 0.014 | 0.144 | 1.44 |
