Figure 4 | Scientific Reports

Figure 4

From: Analog monolayer SWCNTs-based memristive 2D structure for energy-efficient deep learning in spiking neural networks

Figure 4

Memristor-based SNN implementation. (a) LIF neuron and its dynamics along with the 8-bit memristive crossbar with M wordlines (input voltages) and N bitlines, (b) SNN simulation setup. (c) Training accuracy vs. training samples for 20 epochs. (d) The schematic of the spike trains activity. Drawings are prepared using Mindthegraph software, PowerPoint drawing tools, and MNIST dataset34 images generated using Matplotlib.

Back to article page