Coincidence Detection Using Spiking Neurons with Application to Face Recognition

Figure 6

Illustration of a CD neuron (center) attached to single patch of face receiving presynaptic inputs attached to locally lateral LP from gallery face and probe face. Each neuron connected to the CD neuron patch assumes spatially different input to ensure that spatiotemporal information is intact. This coincidence detection implementation adopts a feed-forward 2-layer neural network approach comprising an input layer and an output layer.