diff --git a/doc/tutorials/active_dendrite/nestml_active_dendrite_tutorial.ipynb b/doc/tutorials/active_dendrite/nestml_active_dendrite_tutorial.ipynb
index 78345262e..8b8f2a30a 100644
--- a/doc/tutorials/active_dendrite/nestml_active_dendrite_tutorial.ipynb
+++ b/doc/tutorials/active_dendrite/nestml_active_dendrite_tutorial.ipynb
@@ -135,7 +135,7 @@
     "    equations:\n",
     "        # alpha shaped postsynaptic current kernel\n",
     "        kernel syn_kernel = (e / tau_syn) * t * exp(-t / tau_syn)\n",
-    "        recordable inline I_syn pA = convolve(syn_kernel, spikes_in) * pA\n",
+    "        recordable inline I_syn pA = convolve(syn_kernel, spikes_in.weight)\n",
     "        V_m' = -(V_m - E_L) / tau_m + (I_syn + I_dAP + I_e) / C_m\n",
     "\n",
     "    parameters:\n",
@@ -153,7 +153,7 @@
     "        T_dAP ms = 10 ms         # time window over which the dendritic current clamp is active\n",
     "\n",
     "    input:\n",
-    "        spikes_in <- spike\n",
+    "        spikes_in <- spike(weight pA)\n",
     "\n",
     "    output: \n",
     "        spike\n",
@@ -538,7 +538,7 @@
     "    equations:\n",
     "        # alpha shaped postsynaptic current kernel\n",
     "        kernel syn_kernel = (e / tau_syn) * t * exp(-t / tau_syn)\n",
-    "        recordable inline I_syn pA = convolve(syn_kernel, spikes_in) * pA\n",
+    "        recordable inline I_syn pA = convolve(syn_kernel, spikes_in.weight)\n",
     "        V_m' = -(V_m - E_L) / tau_m + (enable_I_syn * I_syn + I_dAP + I_e) / C_m\n",
     "\n",
     "    parameters:\n",
@@ -556,7 +556,7 @@
     "        T_dAP ms = 10 ms         # time window over which the dendritic current clamp is active\n",
     "\n",
     "    input:\n",
-    "        spikes_in <- spike\n",
+    "        spikes_in <- spike(weight pA)\n",
     "\n",
     "    output:\n",
     "        spike\n",
@@ -772,7 +772,7 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Python 3",
+   "display_name": "Python 3 (ipykernel)",
    "language": "python",
    "name": "python3"
   },