Probabilistic spike propagation for FPGA implementation of spiking neural networks

Abinand Nallathambi, Nitin Chandrachoodan

Evaluation of spiking neural networks requires fetching a large number of synaptic weights to update postsynaptic neurons. This limits parallelism and becomes a bottleneck for hard…