Eleonora Cicciarella

Multi-Depth Temporal Fusion for Feedforward, Locally Trained Spiking Neural Networks

We propose a new spiking neural network (SNN) design to process static images and event streams using time-to-first-spike (TTFS) latencies. Our key research question is which architectural choices best accommodate local and online learning in multi-layer convolutional SNNs. This question is addressed via an original fr...