Spiking neural networks struggle to encode spatiotemporal input features effectively. Here, the authors introduce a Multi-Synaptic Firing neuron, a neuron model enabling simultaneous encoding of spatial intensity and temporal dynamics through diverse synaptic thresholds.
- Liangwei Fan
- Hui Shen
- Dewen Hu