From e2b30976cdaccf9d2b9820fefa22ced03c82711f Mon Sep 17 00:00:00 2001 From: Tanner Robison Date: Mon, 6 Jul 2026 10:35:32 -0700 Subject: readout layer trained verified with time-series forecasting task and plotted --- neurobench_testing/examples/gsc/SNN.py | 17 ----------------- 1 file changed, 17 deletions(-) delete mode 100644 neurobench_testing/examples/gsc/SNN.py (limited to 'neurobench_testing/examples/gsc/SNN.py') diff --git a/neurobench_testing/examples/gsc/SNN.py b/neurobench_testing/examples/gsc/SNN.py deleted file mode 100644 index 1642e28..0000000 --- a/neurobench_testing/examples/gsc/SNN.py +++ /dev/null @@ -1,17 +0,0 @@ -from torch import nn -import snntorch as snn -from snntorch import surrogate - -beta = 0.9 -spike_grad = surrogate.fast_sigmoid() -net = nn.Sequential( - nn.Flatten(), - nn.Linear(20, 256), - snn.Leaky(beta=beta, spike_grad=spike_grad, init_hidden=True), - nn.Linear(256, 256), - snn.Leaky(beta=beta, spike_grad=spike_grad, init_hidden=True), - nn.Linear(256, 256), - snn.Leaky(beta=beta, spike_grad=spike_grad, init_hidden=True), - nn.Linear(256, 35), - snn.Leaky(beta=beta, spike_grad=spike_grad, init_hidden=True, output=True), -) \ No newline at end of file -- cgit v1.2.3