Fig 1.
Pipeline of image retrieval by spiking neural network.
Table 1.
Various CNN architectures and their performance.
Fig 2.
Architecture of our best SNN.
Fig 3.
SNN layer distribution on Loihi chip.
Fig 4.
Tradeoff between performance metrics and number of time steps.
Fig 5.
Tradeoff between runtime and number of time steps.
Table 2.
Test accuracies.
Fig 6.
Examples of the image retrieval by the artificial (ANN) and spiking (SNN) neural networks.
Table 3.
Inference latency.
Table 4.
Inference power consumption.
Table 5.
Inference energy consumption.