Spiking Neurons and Networks

Examples of how to use the various spiking neuron classes to build up computational graphs in conjunction with PyTorch’s torch.nn module are provided here.

• Building Networks: Lapicque’s Neuron
• Building Networks: 0th Order Spike Response Model
• Building Networks: Synaptic Conductance-based LIF Neuron
• Building Networks with Instance Variables: Synaptic Conductance-based LIF Neuron