diff --git a/bindsnet/network/__init__.py b/bindsnet/network/__init__.py
index ec625ae2..894b8fa4 100644
--- a/bindsnet/network/__init__.py
+++ b/bindsnet/network/__init__.py
@@ -30,7 +30,6 @@ def load(file_name: str, map_location: str = 'cpu', learning: bool = None) -> 'N
 class Network:
     # language=rst
     """
-
     Most important object of the :code:`bindsnet` package. Responsible for the simulation and interaction of nodes and
     connections.
 
@@ -62,7 +61,7 @@ class Network:
         network.add_monitor(monitor=M2, name='Y')
 
         # Create Poisson-distributed spike train inputs.
-        data = 15 * torch.rand(1, 100)  # Generate random Poisson rates for 100 input neurons.
+        data = 15 * torch.rand(100)  # Generate random Poisson rates for 100 input neurons.
         train = encoding.poisson(datum=data, time=5000)  # Encode input as 5000ms Poisson spike trains.
 
         # Simulate network on generated spike trains.
@@ -173,6 +172,8 @@ def clone(self) -> 'Network':
         # language=rst
         """
         Returns a cloned network object.
+        
+        :return: A copy of this network.
         """
         virtual_file = tempfile.SpooledTemporaryFile()
         torch.save(self, virtual_file)