norse.torch.functional.lif_mc_refrac module

norse.torch.functional.lif_mc_refrac.lif_mc_refrac_feed_forward_step(input_tensor, state, g_coupling, p=LIFRefracParameters(lif=LIFParameters(tau_syn_inv=tensor(200.), tau_mem_inv=tensor(100.), v_leak=tensor(0.), v_th=tensor(1.), v_reset=tensor(0.), method='super', alpha=tensor(100.)), rho_reset=tensor(5.)), dt=0.001)

Return type

Tuple[Tensor, LIFRefracFeedForwardState]

norse.torch.functional.lif_mc_refrac.lif_mc_refrac_step(input_tensor, state, input_weights, recurrent_weights, g_coupling, p=LIFRefracParameters(lif=LIFParameters(tau_syn_inv=tensor(200.), tau_mem_inv=tensor(100.), v_leak=tensor(0.), v_th=tensor(1.), v_reset=tensor(0.), method='super', alpha=tensor(100.)), rho_reset=tensor(5.)), dt=0.001)

Return type

Tuple[Tensor, LIFRefracState]